diff --git a/.github/workflows/verify.yml b/.github/workflows/verify.yml
new file mode 100644
index 0000000..7072f11
--- /dev/null
+++ b/.github/workflows/verify.yml
@@ -0,0 +1,26 @@
+name: Verify
+
+on: [push, pull_request]
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v7.0.1
+      - uses: dtolnay/rust-toolchain@stable
+      - uses: astral-sh/setup-uv@v10.2.0
+        with:
+          python-version: "3.12"
+      - run: uv sync --locked
+      - run: uv run ruff check src tests examples
+      - run: uv run ruff format --check src tests examples
+      - run: uv run mypy src
+      - run: uv run pytest -q tests/test_stepping.py::test_loop_iterates_with_next
+      - run: uv run pytest -q
+
+  rust:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v7.0.1
+      - uses: dtolnay/rust-toolchain@stable
+      - run: cargo test --workspace --locked
diff --git a/README.md b/README.md
index 452e294..b44ec57 100644
--- a/README.md
+++ b/README.md
@@ -30,6 +30,8 @@
   - [Use Foundry cheatcodes](#use-foundry-cheatcodes)
   - [Run Yul at the prompt](#run-yul-at-the-prompt)
   - [Work without source](#work-without-source)
+  - [Find a gadget](#find-a-gadget)
+  - [Debug from an AI client (MCP)](#debug-from-an-ai-client-mcp)
   - [Compile a project](#compile-a-project)
   - [Check the environment](#check-the-environment)
 - [Reference](#reference)
@@ -568,6 +570,24 @@ When the dispatcher does test it, `info address` reports the wrapper it jumps to
 implementation's JUMPDEST behind it, which is the pc every caller converges on. See
 [docs/commands.md](docs/commands.md#selectors-and-the-dispatcher).
 
+### Find a gadget
+
+`find HEX` reports every offset in the running code where the byte pattern occurs. Each
+hit includes instruction alignment and the nearest preceding JUMPDEST:
+
+```bash
+(sevm) find 5b
+```
+
+### Debug from an AI client (MCP)
+
+`sevm mcp` serves the debugger over the Model Context Protocol (stdio). It provides
+windowed reads with explicit truncation, a stop report after every navigation, and a
+diff of what the last step changed. Operand provenance (`why N`) traces stack values
+through recorded opcodes. The server also checks compiled runtime bytecode against a
+deployment and exports structLog traces. See [docs/mcp.md](docs/mcp.md) for the tool list
+and client configuration.
+
 ### Compile a project
 
 `sevm compile` runs the same build the debugger does and reports what it produced, which is
@@ -636,6 +656,7 @@ an `overrides` line so a stale environment variable cannot hide.
 | [docs/expressions.md](docs/expressions.md) | evaluating Solidity, reading and writing local variables |
 | [docs/assembly.md](docs/assembly.md) | Yul builtins at the prompt, what is refused and why |
 | [docs/foundry.md](docs/foundry.md) | projects, library install, the build cache, cheatcodes |
+| [docs/mcp.md](docs/mcp.md) | the MCP server for AI clients: tools, data shapes, configuration |
 | [docs/headless.md](docs/headless.md) | REVM engine protocol for external frontends |
 
 ## Development
diff --git a/docs/commands.md b/docs/commands.md
index 90b2fdd..fce43c1 100644
--- a/docs/commands.md
+++ b/docs/commands.md
@@ -70,6 +70,10 @@ as `reverted: "..."`, `panic 0x11`, or a custom error with its arguments.
 | `ptype EXPR` | report the Solidity type |
 | `display EXPR` | re-evaluate at every stop |
 | `x/NFU ADDR` | examine memory, gdb syntax; a bare `x` continues past the last dump, format reused |
+| `find HEX` | every offset in the running code where the byte pattern occurs, with instruction alignment and the nearest preceding JUMPDEST |
+| `parity [Contract] 0x<hex>` | prove the compiled runtime matches the deployed bytecode; reports the first divergence, ignoring the metadata tail and immutables |
+| `provenance on\|off\|status` | opt-in per-opcode recording |
+| `why N` | trace $stack[N] back to its origins: constants, calldata, MSTORE/SSTORE chains, frame-entry slots |
 | `bt` / `f N` / `up` / `down` | call stack and frame selection |
 | `l` / `list` / `disas` | source listing / disassembly |
 | `info registers` | pc, gas + refund, depth, stack height, memory and calldata sizes, `msg.*`, `tx.origin`, static flag |
diff --git a/docs/mcp.md b/docs/mcp.md
new file mode 100644
index 0000000..8fda76f
--- /dev/null
+++ b/docs/mcp.md
@@ -0,0 +1,125 @@
+# sevm MCP server for AI clients
+
+`sevm mcp` runs the REVM debugger as a [Model Context Protocol](https://modelcontextprotocol.io)
+server over stdio. Its tools return compact JSON for clients that inspect and step
+through transactions.
+
+[back to README](../README.md)
+
+## Why the MCP surface is shaped differently
+
+| A human... | An AI client... | So the tools... |
+|---|---|---|
+| scrolls the memory pane | gets one fixed response | every windowed read takes `offset`/`words` and returns `{items, total, truncated}`; narrow the window for more |
+| watches panes change live | only sees tool results | `sevm_diff_since_last_stop` reports stack pushes/pops, changed memory ranges and gas after each step |
+| knows where they are | must be told, every time | every navigation tool returns the same stop report (pc, opcode, gas, sp, location, stack top, stack delta) |
+| reads syntax highlighting | pays per token | output is plain JSON: full-width hex words, decimal counts, no markup |
+| restarts on a typo | cannot recover silently | failures return `{"error": "..."}` with the fix in the message |
+
+## Running it
+
+```bash
+sevm mcp
+uv run sevm mcp
+sevm mcp --timeout 300
+```
+
+Any MCP client that speaks stdio can connect. Generic configuration:
+
+```json
+{
+  "mcpServers": {
+    "sevm": {
+      "command": "sevm",
+      "args": ["mcp"]
+    }
+  }
+}
+```
+
+One debug session is active at a time. Starting a new target replaces it.
+
+## Tool reference
+
+### Lifecycle
+
+| Tool | Meaning |
+|---|---|
+| `sevm_start_session` | compile and start a web3.py driver script or a `.t.sol` Foundry test. Extra `args` go to scripts, and `match`/`match_contract` select tests. Returns the first stop report |
+| `sevm_stop_session` | dispose the session (chain state is discarded) |
+| `sevm_restart_session` | re-run from scratch: fresh chain, breakpoints kept, optional new script args |
+
+### Navigation
+
+| Tool | Meaning |
+|---|---|
+| `sevm_continue` | run to the next breakpoint/watchpoint/error, or program end |
+| `sevm_step_opcodes` | `count` opcodes (≤1000) |
+| `sevm_step_lines` / `sevm_next_lines` | Solidity lines, into / over internal calls |
+| `sevm_finish_frame` | run to the end of the current frame |
+| `sevm_run_to` | a pc, or a location like `Bank.sol:46` / `*0x108` |
+| `sevm_get_status` | the stop report alone |
+| `sevm_diff_since_last_stop` | what the last navigation changed |
+
+### Inspection (windowed, truncation-flagged)
+
+| Tool | Meaning |
+|---|---|
+| `sevm_read_memory` | 32-byte words with region names. `beyond: true` marks unallocated reads as zero |
+| `sevm_read_stack` | operand stack, index 0 = top |
+| `sevm_read_storage` | decoded layout by default (names, types, packed slots), or raw slots |
+| `sevm_read_calldata` | windowed. The first window includes selector and signature |
+| `sevm_get_backtrace` | Solidity and EVM frames interleaved |
+| `sevm_get_locals` / `sevm_get_arguments` | decoded locals / ABI-decoded call arguments |
+| `sevm_disassemble` | rows `{pc, text, jumpdest, line}` around a pc |
+| `sevm_read_source` | numbered source window, current line flagged |
+| `sevm_get_gas_profile` | spend by opcode and by source line |
+| `sevm_get_logs` | events so far, names decoded |
+| `sevm_list_contracts` / `sevm_list_functions` | the compiled surface |
+
+### Search, provenance, and bytecode parity
+
+| Tool | Meaning |
+|---|---|
+| `sevm_find_bytes` | hex pattern in `code` (gadget hunting: pc, instruction alignment, nearest preceding JUMPDEST), `memory`, or `calldata` |
+| `sevm_set_provenance` / `sevm_why_stack(index)` | record opcode steps within a frame and trace stack values to constants, calldata, memory, storage, and frame entry |
+| `sevm_export_trace` | the recording as anvil/geth structLog JSON (to a file, or a windowed inline slice) |
+| `sevm_check_parity` | compare a compiled runtime against deployed bytecode. `sevm_start_session(reference_runtime_hex=...)` stops on divergence |
+
+**Provenance semantics**: REVM pauses at each opcode while recording is enabled.
+The slice follows recorded values and positions within a frame. It skips the
+transition into a nested call because the two frames have different stacks.
+Hand mutations (`set $stack[i]`) are not recorded, so ask `why` before mutating.
+
+### Breakpoints
+
+| Tool | Meaning |
+|---|---|
+| `sevm_set_breakpoint` | `File.sol:LINE`, `*0xPC`, or a function name, with an optional Solidity `condition` |
+| `sevm_set_opcode_breakpoint` | every occurrence of an opcode (`SSTORE`, `DELEGATECALL`, ...) |
+| `sevm_set_watchpoint` | storage value written/read/accessed, or `*0x40` memory |
+| `sevm_list_breakpoints` / `sevm_delete_breakpoint` | management |
+
+### Mutation and evaluation
+
+| Tool | Meaning |
+|---|---|
+| `sevm_evaluate` | real Solidity against the paused frame (state, mappings, locals, `keccak256`, `abi.encode`, units). `keep: true` keeps side effects like gdb's `call` |
+| `sevm_set_gas` | overwrite the gas meter. At an out-of-gas stop, continuing retries the failed instruction |
+| `sevm_set_stack_slot` | rewrite an operand before its opcode consumes it |
+| `sevm_write_memory` / `sevm_write_storage` | raw writes |
+| `sevm_set_pc` | move the pc (JUMPDESTs only) |
+| `sevm_command` | raw gdb-verb passthrough for everything else: `vm.*` cheatcodes, Yul, `jump`, `reseat`, `x/32xb 0x40` |
+
+## A first session
+
+```
+sevm_start_session(target="exploit.py", contracts="contracts/", optimize=true)
+sevm_find_bytes(pattern="5b50505050", scope="code")      # gadget hunt
+sevm_set_breakpoint(location="*0x1a2")                   # or "deposit", "SSTORE"
+sevm_continue()
+sevm_read_memory(offset=0x40, words=4)
+sevm_evaluate(expression="balances[msg.sender]")
+sevm_diff_since_last_stop()
+sevm_restart_session(args=["0x<new payload>"])
+```
diff --git a/pyproject.toml b/pyproject.toml
index c8557f6..7c61ac6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,6 +42,8 @@ dependencies = [
     "rlp>=4.0",
     "packaging>=23.0",
     "requests>=2.31",
+    "mcp>=2.2.0",
+    "anyio>=4.15.1",
 ]
 
 [project.scripts]
diff --git a/src/sevm/cli.py b/src/sevm/cli.py
index e47ff6d..f66758a 100644
--- a/src/sevm/cli.py
+++ b/src/sevm/cli.py
@@ -167,6 +167,22 @@ def build_parser() -> argparse.ArgumentParser:
         "doctor", help="report the compiler, runtimes and caches sevm found here"
     )
 
+    mcp_cmd = sub.add_parser(
+        "mcp",
+        help="run the MCP server for AI clients (stdio transport)",
+        description=(
+            "Run sevm as a Model Context Protocol server over stdio. An MCP client "
+            "starts/steps debug sessions and reads structured, windowed state — "
+            "see docs/mcp.md for the tool list and client configuration."
+        ),
+    )
+    mcp_cmd.add_argument(
+        "--timeout",
+        type=float,
+        default=120.0,
+        help="seconds to wait for the target to reach contract code (default: 120)",
+    )
+
     return parser
 
 
@@ -490,7 +506,7 @@ def _debug(
         for command in startup_commands:
             frontend._emit(frontend.commands.execute(command))
         frontend.run(first_event=first)
-        return 0
+        return 0 if session.exit_error is None else 1
 
     try:
         from .tui.app import SevmApp
@@ -502,16 +518,16 @@ def _debug(
         from .console import ConsoleFrontend
 
         ConsoleFrontend(session, evaluator).run(first_event=first)
-        return 0
+        return 0 if session.exit_error is None else 1
 
     app = SevmApp(
         session, evaluator, first_event=first, startup_commands=startup_commands
     )
     # Mouse on: every pane renders Textual `Content`, which the framework can
-    # select/highlight/copy (drag to select, ctrl+c to copy). `--no-mouse` hands
+    # select, highlight and copy (drag to select, ctrl+c to copy); `--no-mouse` hands
     # selection back to the terminal.
     app.run(mouse=not args.no_mouse)
-    return 0
+    return 0 if session.exit_error is None else 1
 
 
 def main(argv: list[str] | None = None) -> int:
@@ -525,9 +541,21 @@ def main(argv: list[str] | None = None) -> int:
         return cmd_compile(args)
     if args.command == "doctor":
         return cmd_doctor(args)
+    if args.command == "mcp":
+        return cmd_mcp(args)
     parser.print_help()
     return 1
 
 
+def cmd_mcp(args: argparse.Namespace) -> int:
+    """Serve the debugger over MCP stdio; logs go to stderr only."""
+    from .mcp_server import DebugDriver, build_server
+
+    driver = DebugDriver(timeout=args.timeout)
+    server = build_server(driver)
+    server.run()
+    return 0
+
+
 if __name__ == "__main__":
     raise SystemExit(main())
diff --git a/src/sevm/commands/help.py b/src/sevm/commands/help.py
index b1be7b7..d0dbb1d 100644
--- a/src/sevm/commands/help.py
+++ b/src/sevm/commands/help.py
@@ -43,6 +43,10 @@
   [cyan]bt[/cyan] / [cyan]f[/cyan] N / [cyan]up[/cyan] / [cyan]down[/cyan]   call stack, EVM and Solidity frames
   [cyan]l[/cyan]ist [LINE]                  source listing
   [cyan]disas[/cyan]semble            disassembly around the pc
+  [cyan]find[/cyan] HEX               offsets of a byte pattern in the running code
+  [cyan]parity[/cyan] [Contract] 0x<hex>  prove the build matches the deployed runtime
+  [cyan]provenance[/cyan] on|off      record every opcode (feeds `why`)
+  [cyan]why[/cyan] N                   what produced the value in $stack[N]
   [cyan]sig[/cyan] FUNC               the signature and 4-byte selector: [dim]sig withdraw[/dim]
   [cyan]copy[/cyan] [CMD]                  put a command's output on the system clipboard
   [cyan]i[/cyan]nfo TOPIC             registers, breakpoints, frame, args, locals, storage,
diff --git a/src/sevm/commands/inspecting.py b/src/sevm/commands/inspecting.py
index 05e944a..47ed254 100644
--- a/src/sevm/commands/inspecting.py
+++ b/src/sevm/commands/inspecting.py
@@ -2,6 +2,7 @@
 
 from __future__ import annotations
 
+import re
 from typing import TYPE_CHECKING
 
 from ..frames import FrameSnapshot
@@ -161,6 +162,145 @@ def cmd_backtrace(proc: CommandProcessor, args: list[str], rest: str) -> Command
     return result
 
 
+def cmd_find(proc: CommandProcessor, args: list[str], rest: str) -> CommandResult:
+    """`find <hex>` — every offset in the running code where the byte pattern occurs.
+
+    Gadget hunting: reports whether each hit starts on an instruction boundary, and
+    the nearest preceding JUMPDEST — the address an indirect jump can actually reach.
+    """
+    proc.require_stop()
+    if not args:
+        return CommandResult(error="usage: find <hex>   e.g. find 60515255")
+    pattern = args[0].lower().removeprefix("0x")
+    if (
+        not pattern
+        or len(pattern) % 2
+        or any(c not in "0123456789abcdef" for c in pattern)
+    ):
+        return CommandResult(error=f"not a hex pattern: {args[0]!r}")
+    found = proc.inspect("find_needle", pattern)
+    hits, total = found["hits"], found["total"]
+    name = proc.snapshot.contract_name if proc.snapshot else "the running code"
+    if not hits:
+        return CommandResult().add(f"[dim]no occurrence of {pattern} in {name}[/dim]")
+    result = CommandResult().add(
+        f"[dim]{total} occurrence(s) of {pattern} in {name}[/dim]"
+    )
+    for hit in hits[:20]:
+        flags = []
+        if hit["jumpdest"]:
+            flags.append("JUMPDEST")
+        elif hit["instruction_aligned"]:
+            flags.append("aligned")
+        else:
+            flags.append("inside operand")
+        if hit["nearest_jumpdest"] is not None:
+            flags.append(f"jump via 0x{hit['nearest_jumpdest']:04x}")
+        line = f" [dim]L{hit['line']}[/dim]" if hit["line"] else ""
+        result.add(
+            f"  [cyan]0x{hit['pc']:04x}[/cyan]  {_escape(hit['text'])}"
+            f"  [dim]({', '.join(flags)})[/dim]{line}"
+        )
+    if total > len(hits):
+        result.add(f"[dim]... and {total - len(hits)} more[/dim]")
+    return result
+
+
+def cmd_provenance(proc: CommandProcessor, args: list[str], rest: str) -> CommandResult:
+    """`provenance on|off|status` — opt-in per-opcode recording for `why`."""
+    prov = proc.session.provenance
+    if not args or args[0] not in ("on", "off", "status"):
+        return CommandResult(error="usage: provenance on|off|status")
+    if args[0] in ("on", "off"):
+        prov.enabled = args[0] == "on"
+    state = "on" if prov.enabled else "off"
+    return CommandResult().add(
+        f"[yellow]provenance recording {state}[/yellow] "
+        f"[dim]({len(prov.records)} opcode(s) recorded)[/dim]"
+    )
+
+
+def cmd_why(proc: CommandProcessor, args: list[str], rest: str) -> CommandResult:
+    """`why N` — what produced the value in $stack[N] (0 = top).
+
+    Walks the recording newest→oldest: constants, DUP/SWAP copies, consumed
+    operands, MSTORE→MLOAD and SSTORE→SLOAD chains, calldata windows, and the
+    frame-entry slots anything else traces back to.
+    """
+    snap = proc.require_stop()
+    if not args or not args[0].lstrip("-").isdigit():
+        return CommandResult(error="usage: why <stack index, 0 = top>")
+    index = int(args[0])
+    prov = proc.session.provenance
+    if not prov.records:
+        return CommandResult(
+            error="nothing recorded; `provenance on` first, then navigate"
+        )
+    from ..session.provenance import why_stack
+
+    bottom_up = tuple(int(entry.value) for entry in reversed(snap.stack))
+    result = why_stack(prov.records, snap.depth, bottom_up, index)
+    if result.get("error"):
+        return CommandResult(error=result["error"])
+    out = CommandResult().add(
+        f"[dim]why $stack[{index}] ({len(result['origins'])} origin(s)):[/dim]"
+    )
+    for origin in result["origins"]:
+        chain = " <- ".join(f"0x{hop['pc']:04x} {hop['op']}" for hop in origin["via"][:6])
+        more = " …" if len(origin["via"]) > 6 else ""
+        out.add(
+            f"  [{origin['kind']}] {_escape(origin['detail'])}"
+            + (f" = {origin['value'][:18]}…" if origin.get("value") else "")
+            + (f"  [dim]{chain}{more}[/dim]" if chain else "")
+        )
+    return out
+
+
+def cmd_parity(proc: CommandProcessor, args: list[str], rest: str) -> CommandResult:
+    """`parity [Contract] 0x<hex>` — prove the compiled runtime matches a deployment.
+
+    Breakpoint pcs and gadget offsets are only true for the exact bytes on chain:
+    paste the deployed runtime (explorer `cast code` output) and this reports the
+    first divergence, ignoring the metadata tail and immutable values.
+    """
+    snap = proc.require_stop()
+    hex_arg = None
+    contract = None
+    for arg in args:
+        if arg.lower().startswith("0x") and len(arg) > 2:
+            hex_arg = arg[2:]
+        elif re.fullmatch(r"[0-9a-fA-F]+", arg) and len(arg) % 2 == 0:
+            hex_arg = arg
+        else:
+            contract = arg
+    if hex_arg is None:
+        return CommandResult(error="usage: parity [Contract] 0x<deployed runtime hex>")
+    try:
+        reference = bytes.fromhex(hex_arg)
+    except ValueError:
+        return CommandResult(error=f"not hex: {hex_arg[:16]}…")
+    name = contract or snap.contract_name
+    art = proc.project.artifact(name) if name else None
+    if art is None or not art.deployed_bytecode:
+        return CommandResult(error=f"no compiled artifact for {name!r}")
+    from ..compile import compare_runtime
+
+    verdict = compare_runtime(art, reference)
+    if verdict["match"]:
+        return CommandResult().add(
+            f"[green]runtime matches {art.name}[/green] "
+            f"[dim](compiled {verdict['compiled_size']}B, reference "
+            f"{verdict['reference_size']}B; metadata/immutables ignored)[/dim]"
+        )
+    return CommandResult().add(
+        f"[bold red]runtime DIVERGES from {art.name}[/bold red] at "
+        f"0x{verdict['first_diff_offset']:04x} "
+        f"[dim](compiled {verdict['compiled_size']}B, reference "
+        f"{verdict['reference_size']}B; every pc past this point describes a "
+        f"different program — rebuild with the deployed solc/flags)[/dim]"
+    )
+
+
 def cmd_frame(proc: CommandProcessor, args: list[str], rest: str) -> CommandResult:
     snap = proc.require_stop()
     if not args:
@@ -294,4 +434,8 @@ def cmd_disassemble(proc: CommandProcessor, args: list[str], rest: str) -> Comma
     "l": cmd_list,
     "disassemble": cmd_disassemble,
     "disas": cmd_disassemble,
+    "find": cmd_find,
+    "parity": cmd_parity,
+    "provenance": cmd_provenance,
+    "why": cmd_why,
 }
diff --git a/src/sevm/commands/mutation.py b/src/sevm/commands/mutation.py
index 5b58066..c881706 100644
--- a/src/sevm/commands/mutation.py
+++ b/src/sevm/commands/mutation.py
@@ -29,7 +29,7 @@ def cmd_set(proc: CommandProcessor, args: list[str], rest: str) -> CommandResult
 
     # A bare local name is a stack slot, not storage, and has to be written as one.
     if re.fullmatch(r"[A-Za-z_$][\w$]*", lhs) and proc.is_local(lhs):
-        value = int(proc.evaluate(rhs).value)
+        value = _rhs_value(proc, rhs)
         written = proc.inspect(
             "write_local", lhs, value, internal_index=proc.selected_internal
         )
@@ -51,8 +51,21 @@ def cmd_set(proc: CommandProcessor, args: list[str], rest: str) -> CommandResult
         )
 
 
+def _rhs_value(proc: CommandProcessor, rhs: str) -> int:
+    """A decimal or 0x-hex literal parses without solc; anything else evaluates.
+
+    The fast path is not just cheaper: a bare `0x` literal of address or bytes
+    width is not a valid Solidity expression, so `set $stack[0] = 0x<address>`
+    would fail outright instead of writing the value.
+    """
+    text = rhs.strip()
+    if re.fullmatch(r"0[xX][0-9a-fA-F]+|\d+", text):
+        return _integer(text, "set")
+    return int(proc.evaluate(text).value)
+
+
 def _set_convenience(proc: CommandProcessor, lhs: str, rhs: str) -> CommandResult:
-    value = int(proc.evaluate(rhs).value)
+    value = _rhs_value(proc, rhs)
     name = lhs[1:]
     if name == "pc":
         proc.inspect("set_pc", value)
diff --git a/src/sevm/commands/processor.py b/src/sevm/commands/processor.py
index 1312459..1202aeb 100644
--- a/src/sevm/commands/processor.py
+++ b/src/sevm/commands/processor.py
@@ -324,6 +324,8 @@ def render_event(self, event: Any) -> CommandResult:
                 result.add("[green]program finished[/green]")
             else:
                 result.add(f"[red]program raised {event.error}[/red]")
+                if event.traceback:
+                    result.add(f"[dim]{_escape(event.traceback)}[/dim]")
             return result
         if isinstance(event, Paused):
             result.lines.extend(self.describe_stop(event.snapshot))
diff --git a/src/sevm/compile/__init__.py b/src/sevm/compile/__init__.py
index 9d9696a..c095442 100644
--- a/src/sevm/compile/__init__.py
+++ b/src/sevm/compile/__init__.py
@@ -5,7 +5,8 @@
 
 Where things live:
 
-  model.py            `SourceFile`, `Artifact`, `Project`, and bytecode identity
+  model.py            `SourceFile`, `Artifact`, `Project`, bytecode identity,
+                      and `compare_runtime` for deployed-build parity
   solc.py             calling solc, and reading .sol files in
   solcbin.py          finding or downloading a solc binary this machine can run
   wasm.py             solc's WebAssembly build, for machines no binary runs on
@@ -28,7 +29,7 @@
     resolve_dependencies,
     unresolved_prefixes,
 )
-from .model import Artifact, CompileError, Project, SourceFile
+from .model import Artifact, CompileError, Project, SourceFile, compare_runtime
 from .solc import DEFAULT_SOLC_VERSION, compile_standard, ensure_solc
 from .solcbin import platform_key
 from .versions import resolve_solc_version
@@ -44,6 +45,7 @@
     "FoundryConfig",
     "Project",
     "SourceFile",
+    "compare_runtime",
     "compile_foundry_project",
     "compile_project",
     "compile_standard",
diff --git a/src/sevm/compile/model.py b/src/sevm/compile/model.py
index 75b7fd2..ec3f7c9 100644
--- a/src/sevm/compile/model.py
+++ b/src/sevm/compile/model.py
@@ -143,6 +143,11 @@ def _strip_metadata(code: bytes) -> bytes:
 
 def _code_fingerprint(code: bytes, artifact: Artifact | None) -> bytes:
     """Metadata-stripped, immutable-masked hash of runtime code."""
+    return hashlib.sha256(_masked_body(code, artifact)).digest()
+
+
+def _masked_body(code: bytes, artifact: Artifact | None) -> bytes:
+    """The metadata-stripped, immutable-masked bytes a fingerprint hashes."""
     body = bytearray(_strip_metadata(code))
     if artifact is not None:
         for refs in artifact.immutable_references.values():
@@ -150,4 +155,39 @@ def _code_fingerprint(code: bytes, artifact: Artifact | None) -> bytes:
                 start, length = int(ref["start"]), int(ref["length"])
                 if start + length <= len(body):
                     body[start : start + length] = b"\x00" * length
-    return hashlib.sha256(bytes(body)).digest()
+    return bytes(body)
+
+
+def compare_runtime(artifact: Artifact, reference: bytes) -> dict:
+    """Compare a compiled artifact's runtime code against a reference deployment.
+
+    For debugging a *deployed* target, pc parity is only as good as the build:
+    if the compiled body diverges from the on-chain code anywhere before the
+    trailing metadata tail, every breakpoint pc and gadget offset silently
+    describes a different program. This reports the first divergence instead.
+
+    Both sides are metadata-stripped and immutable-masked, matching how
+    `artifact_for_code` identifies running code, so a differing metadata tail or
+    differing immutable values do not count as divergence.
+    """
+    compiled = _masked_body(artifact.deployed_bytecode, artifact)
+    other = _masked_body(reference, artifact)
+    if compiled == other:
+        return {
+            "match": True,
+            "difference": "none",
+            "compiled_size": len(artifact.deployed_bytecode),
+            "reference_size": len(reference),
+            "first_diff_offset": None,
+        }
+    first = next(
+        (i for i, (a, b) in enumerate(zip(compiled, other, strict=False)) if a != b),
+        min(len(compiled), len(other)),
+    )
+    return {
+        "match": False,
+        "difference": "code",
+        "compiled_size": len(artifact.deployed_bytecode),
+        "reference_size": len(reference),
+        "first_diff_offset": first,
+    }
diff --git a/src/sevm/console.py b/src/sevm/console.py
index 79719ee..44dafb0 100644
--- a/src/sevm/console.py
+++ b/src/sevm/console.py
@@ -45,9 +45,20 @@ def on_first_stop(self, event) -> None:
             for line in self.commands.describe_stop(event.snapshot):
                 self.console.print(line)
         elif isinstance(event, Finished):
-            self.console.print(
-                "[yellow]the program finished without hitting the debugger[/yellow]"
-            )
+            if event.ok:
+                self.console.print(
+                    "[yellow]the program finished without hitting the debugger[/yellow]"
+                )
+            else:
+                # The script died before any EVM opcode ran; the traceback is the
+                # only diagnosis there is, so it must reach the user. Raw text,
+                # escaped: brackets in a traceback are not style tags.
+                self.console.print(
+                    f"[bold red]the program raised {escape_markup(str(event.error))}"
+                    "[/bold red]"
+                )
+                if event.traceback:
+                    self.console.print(f"[dim]{escape_markup(event.traceback)}[/dim]")
 
     def run(self, first_event=None) -> None:
         """Read-eval-print until the user quits.
diff --git a/src/sevm/mcp_server/__init__.py b/src/sevm/mcp_server/__init__.py
new file mode 100644
index 0000000..a3b652a
--- /dev/null
+++ b/src/sevm/mcp_server/__init__.py
@@ -0,0 +1,21 @@
+"""The MCP frontend: an AI-oriented, headless third frontend over the debugger.
+
+Where the console renders Rich markup and the TUI draws panes, this frontend
+returns structured JSON with explicit windows and truncation flags — an LLM
+cannot scroll a pane or watch colour, but it can narrow an offset. Launch with
+`sevm mcp` (stdio transport).
+
+Where things live:
+
+  driver.py     `DebugDriver`: owns the one session, mirrors `sevm run`'s wiring,
+                and remembers the previous stop for diffs
+  serialize.py  value formatting: hex words, memory windows, the stop report
+  tools.py      the tool registrations over the driver
+"""
+
+from __future__ import annotations
+
+from .driver import DebugDriver, DriverError
+from .tools import build_server
+
+__all__ = ["DebugDriver", "DriverError", "build_server"]
diff --git a/src/sevm/mcp_server/driver.py b/src/sevm/mcp_server/driver.py
new file mode 100644
index 0000000..5faf529
--- /dev/null
+++ b/src/sevm/mcp_server/driver.py
@@ -0,0 +1,1004 @@
+"""The MCP frontend's session driver.
+
+The console and the TUI are thin renderers over `CommandProcessor`; this is the
+third frontend, and the only thing it draws is JSON. `DebugDriver` owns one
+debug session (single active target, replaced by the next start), mirrors the
+wiring `sevm run` does for both target kinds, and remembers the previous stop so
+it can answer "what changed?" — the question a human answers by watching panes.
+"""
+
+from __future__ import annotations
+
+import os
+import threading
+from typing import Any
+
+from ..commands.parsing import expand_file_args
+from ..commands.processor import CommandProcessor
+from ..commands.render import _plain
+from ..compile import CompileError, compile_foundry_project, find_foundry_root
+from ..evaluate import Evaluator, make_eval_hook
+from ..frames import FrameSnapshot
+from ..session import DebugSession, Finished, SessionError, StepMode
+from .serialize import (
+    WORD,
+    backtrace_rows,
+    hex_short,
+    hex_word,
+    memory_window,
+    snapshot_report,
+    stack_entry,
+)
+
+# Caps that keep one tool call from flooding a model's context window. Every
+# truncated result says so, so the model knows to narrow its next request.
+MAX_MEMORY_WORDS = 64
+MAX_DISASM_ROWS = 128
+MAX_SOURCE_LINES = 101
+MAX_FIND_HITS = 200
+MAX_MEMORY_SCAN = 65536
+
+
+class DriverError(RuntimeError):
+    """A tool-level failure with an actionable message."""
+
+
+class DebugDriver:
+    """One live debug target at a time, driven entirely from tool calls."""
+
+    def __init__(self, timeout: float = 120.0) -> None:
+        self.timeout = timeout
+        self._lock = threading.RLock()
+        self._session: DebugSession | None = None
+        self._processor: CommandProcessor | None = None
+        self._target_path: str | None = None
+        self._target_kind: str | None = None  # "script" | "foundry"
+        self._prev_snapshot: FrameSnapshot | None = None
+        self._provenance_next = False
+        self.notices: list[str] = []
+
+    # -- lifecycle ---------------------------------------------------------
+
+    def _notice(self, message: str) -> None:
+        self.notices.append(message)
+
+    def _require(self) -> tuple[DebugSession, CommandProcessor]:
+        if self._session is None or self._processor is None:
+            raise DriverError(
+                "no active debug session; call sevm_start_session first "
+                "(script_path for a web3.py driver or a .t.sol Foundry test)"
+            )
+        return self._session, self._processor
+
+    def start(
+        self,
+        target: str,
+        args: list[str] | None = None,
+        contracts: str | None = None,
+        solc: str | None = None,
+        optimize: bool = False,
+        match: str | None = None,
+        match_contract: str | None = None,
+        timeout: float | None = None,
+        reference_runtime_hex: str | None = None,
+        provenance: bool = False,
+    ) -> dict[str, Any]:
+        """Compile and start a debug target; replaces any existing session.
+
+        `provenance=true` records every executed opcode from the start, enabling
+        `sevm_why_stack` and `sevm_export_trace` without a second pass.
+        `reference_runtime_hex` (the deployed runtime, as an explorer or
+        `cast code` prints it) hard-fails the start when the compiled contract
+        diverges beyond the metadata tail: pcs and gadget offsets silently
+        describe a different program otherwise.
+        """
+        with self._lock:
+            self.stop()
+            self.notices = []
+            if timeout is not None:
+                self.timeout = timeout
+            if not os.path.isfile(target):
+                raise DriverError(f"no such file: {target}")
+            self._target_path = target
+            self._provenance_next = bool(provenance)
+            if target.endswith(".sol"):
+                self._target_kind = "foundry"
+                report = self._start_foundry(
+                    target, solc, optimize, match, match_contract
+                )
+            else:
+                self._target_kind = "script"
+                report = self._start_script(target, args or [], contracts, solc, optimize)
+            if reference_runtime_hex:
+                verdict = self.check_parity(reference_runtime_hex)
+                if not verdict["match"]:
+                    detail = (
+                        f"first divergence at 0x{verdict['first_diff_offset']:04x} "
+                        f"(compiled {verdict['compiled_size']}B, reference "
+                        f"{verdict['reference_size']}B)"
+                    )
+                    self.stop()
+                    raise DriverError(
+                        f"bytecode parity failed for {verdict['contract']}: {detail}; "
+                        "rebuild with the deployed solc version and flags — every pc "
+                        "past the divergence describes a different program"
+                    )
+                report["parity"] = verdict
+            return report
+
+    def _start_script(
+        self,
+        script: str,
+        args: list[str],
+        contracts: str | None,
+        solc: str | None,
+        optimize: bool,
+    ) -> dict[str, Any]:
+        # Same wiring as `sevm run <script>`: the contracts dir becomes the compile
+        # root unless it sits inside a Foundry project.
+        from ..cli import _find_contracts_dir, _run_script
+        from ..foundry import prepare_project
+        from ..provider import RevmWeb3Driver
+
+        contracts_dir = _find_contracts_dir(script, contracts)
+        if not os.path.isdir(contracts_dir):
+            raise DriverError(
+                f"no contracts directory at {contracts}; pass one via contracts="
+            )
+        contracts_dir = os.path.abspath(contracts_dir)
+        root = find_foundry_root(contracts_dir) or contracts_dir
+        source_dirs = [contracts_dir] if os.path.abspath(root) != contracts_dir else None
+        prepared = prepare_project(
+            contracts_dir,
+            assume_yes=True,
+            allow_install=True,
+            needs_forge_std=False,
+            source_dirs=source_dirs,
+        )
+        try:
+            project = compile_foundry_project(
+                prepared.root,
+                source_dirs=source_dirs,
+                solc_version=solc,
+                optimize=optimize,
+                install_missing=prepared.may_install,
+                on_notice=self._notice,
+            )
+        except CompileError as exc:
+            raise DriverError(f"compile failed: {exc}") from exc
+        expanded = expand_file_args(list(args), " ".join(args))
+        if isinstance(expanded, str):
+            raise DriverError(expanded)
+
+        def restart_factory(argv: list[str]) -> RevmWeb3Driver:
+            return RevmWeb3Driver(_run_script(script, argv))
+
+        return self._wire(
+            project,
+            restart_factory(expanded),
+            restart_factory=restart_factory,
+            restart_argv=expanded,
+        )
+
+    def _start_foundry(
+        self,
+        sol: str,
+        solc: str | None,
+        optimize: bool,
+        match: str | None,
+        match_contract: str | None,
+    ) -> dict[str, Any]:
+        from ..foundry import (
+            compile_test,
+            discover_tests,
+            make_revm_tests_driver,
+            prepare_project,
+            select_tests,
+        )
+
+        prepared = prepare_project(sol, assume_yes=True, allow_install=True)
+        try:
+            project = compile_test(
+                sol,
+                prepared.root,
+                solc_version=solc,
+                install_missing=prepared.may_install,
+                on_notice=self._notice,
+            )
+        except CompileError as exc:
+            raise DriverError(f"compile failed: {exc}") from exc
+        targets = discover_tests(project)
+        if not targets:
+            raise DriverError("no test functions found (no-argument test*/invariant*)")
+        selected = select_tests(targets, match=match, match_contract=match_contract)
+        if not selected:
+            available = ", ".join(f"{t.contract}.{t.function}" for t in targets)
+            raise DriverError(
+                f"no test matched match={match!r} contract={match_contract!r}; "
+                f"available: {available}"
+            )
+        self._notice(
+            "debugging " + ", ".join(f"{t.contract}.{t.function}" for t in selected)
+        )
+        driver_fn = make_revm_tests_driver(project, selected)
+        return self._wire(
+            project,
+            driver_fn,
+            stop_functions=[f"{t.contract}.{t.function}" for t in selected],
+        )
+
+    def _wire(
+        self,
+        project: Any,
+        target: Any,
+        stop_functions: list[str] | None = None,
+        restart_factory: Any = None,
+        restart_argv: list[str] | None = None,
+    ) -> dict[str, Any]:
+        session = DebugSession(project)
+        evaluator = Evaluator(project)
+        session.set_eval_hook(make_eval_hook(evaluator))
+        if restart_factory is not None:
+            session.set_restart_factory(restart_factory, restart_argv or [])
+        first_fn = first_contract = None
+        for name in stop_functions or []:
+            try:
+                session.break_at_function(name)
+            except Exception:  # a miss must not sink the rest, as in cli._debug
+                continue
+            if first_contract is None:
+                first_contract, _, first_fn = name.partition(".")
+        if getattr(self, "_provenance_next", False):
+            session.provenance.enabled = True
+        session.start(target)
+        first = session.wait(timeout=self.timeout)
+        if first is None:
+            session.detach()
+            raise DriverError("timed out waiting for the target to reach contract code")
+        # Advance past the unavoidable constructor stop to the first test body.
+        if first_fn is not None:
+            for _ in range(64):
+                snap = session.last_snapshot
+                fn = getattr(snap, "function", None)
+                if (
+                    fn is not None
+                    and getattr(fn, "name", None) == first_fn
+                    and getattr(fn, "contract", None) == first_contract
+                ):
+                    break
+                advanced = session.resume(StepMode.RUN, count=1, timeout=self.timeout)
+                if advanced is not None:
+                    first = advanced
+                if isinstance(advanced, Finished):
+                    break
+        self._session = session
+        self._processor = CommandProcessor(session, evaluator)
+        self._prev_snapshot = None
+        return self._report(first)
+
+    def stop(self) -> dict[str, Any]:
+        with self._lock:
+            if self._session is None:
+                return {"stopped_session": False}
+            self._session.detach()
+            self._session = None
+            self._processor = None
+            self._target_path = None
+            self._target_kind = None
+            self._prev_snapshot = None
+            return {"stopped_session": True}
+
+    def restart(self, args: list[str] | None = None) -> dict[str, Any]:
+        with self._lock:
+            session, _ = self._require()
+            argv: list[str] | None = None
+            if args:
+                expanded = expand_file_args(list(args), " ".join(args))
+                if isinstance(expanded, str):
+                    raise DriverError(expanded)
+                argv = expanded
+            self._prev_snapshot = None
+            try:
+                event = session.restart(argv=argv, timeout=self.timeout)
+            except SessionError as exc:
+                raise DriverError(str(exc)) from exc
+            return self._report(event)
+
+    def status(self) -> dict[str, Any]:
+        with self._lock:
+            session, _ = self._require()
+            if session.finished:
+                return self._report(
+                    Finished(ok=session.exit_error is None, error=session.exit_error)
+                )
+            return self._report(session.last_snapshot)
+
+    # -- navigation --------------------------------------------------------
+
+    def _navigate(
+        self, mode: StepMode, count: int = 1, target_pc: int | None = None
+    ) -> dict[str, Any]:
+        with self._lock:
+            session, processor = self._require()
+            prev = session.last_snapshot
+            result = processor.resume(mode, count=count, target_pc=target_pc)
+            if result.error:
+                raise DriverError(result.error)
+            self._prev_snapshot = prev
+            return self._report(result.event)
+
+    def _report(self, event: Any) -> dict[str, Any]:
+        session = self._session
+        report: dict[str, Any] = {
+            "target": self._target_path,
+            "kind": self._target_kind,
+        }
+        if self.notices:
+            report["notices"] = self.notices[-8:]
+        if event is None or isinstance(event, Finished):
+            report.update(
+                stopped=False,
+                finished=True,
+                ok=bool(getattr(event, "ok", False)),
+                exit_error=getattr(event, "error", None),
+                exit_traceback=getattr(event, "traceback", None),
+                last_revert=getattr(session, "last_revert", None) if session else None,
+            )
+            return report
+        snap = getattr(event, "snapshot", None)
+        if snap is None:
+            snap = session.last_snapshot if session else None
+        if snap is None:
+            report.update(
+                stopped=False,
+                finished=True,
+                ok=False,
+                exit_error="no snapshot for this stop",
+            )
+            return report
+        report.update(snapshot_report(snap))
+        report["stack_delta"] = self._stack_delta(self._prev_snapshot, snap)
+        return report
+
+    @staticmethod
+    def _stack_delta(prev: FrameSnapshot | None, snap: FrameSnapshot) -> dict[str, Any]:
+        if prev is None or prev.depth != snap.depth:
+            return {"available": False}
+        old_sp, new_sp = len(prev.stack), len(snap.stack)
+        delta: dict[str, Any] = {"available": True, "from": old_sp, "to": new_sp}
+        old_values = [e.value for e in prev.stack]
+        new_values = [e.value for e in snap.stack]
+        if new_sp > old_sp:
+            delta["pushed"] = [
+                {"index": i, "hex": hex_word(v)}
+                for i, v in enumerate(reversed(new_values[old_sp:]))
+            ]
+        elif new_sp < old_sp:
+            delta["popped"] = [
+                {"index": i, "hex": hex_word(v)}
+                for i, v in enumerate(reversed(old_values[new_sp:]))
+            ]
+        return delta
+
+    def continue_execution(self) -> dict[str, Any]:
+        return self._navigate(StepMode.RUN)
+
+    def step_opcodes(self, count: int = 1) -> dict[str, Any]:
+        return self._navigate(StepMode.STEPI, count=min(max(count, 1), 1000))
+
+    def step_lines(self, count: int = 1) -> dict[str, Any]:
+        return self._navigate(StepMode.STEP, count=max(count, 1))
+
+    def next_lines(self, count: int = 1) -> dict[str, Any]:
+        return self._navigate(StepMode.NEXT, count=max(count, 1))
+
+    def finish_frame(self) -> dict[str, Any]:
+        return self._navigate(StepMode.FINISH)
+
+    def run_to(
+        self, location: str | None = None, pc: int | None = None
+    ) -> dict[str, Any]:
+        with self._lock:
+            session, processor = self._require()
+            target_pc: int | None = None
+            if pc is not None:
+                target_pc = pc
+            elif location:
+                if location.startswith("*"):
+                    target_pc = int(location[1:], 0)
+                else:
+                    snap = processor.require_stop()
+                    source_key, line = processor.parse_location(location, snap)
+                    file_id = session.file_id_for(source_key)
+                    if file_id is None:
+                        raise DriverError(f"no source file matching {source_key!r}")
+                    _snapped, pcs = session.resolve_line(file_id, line)
+                    if not pcs:
+                        raise DriverError(f"no code at {source_key}:{line}")
+                    target_pc = min(pcs)
+            else:
+                raise DriverError("run_to needs a pc or a location like 'Bank.sol:46'")
+            return self._navigate(StepMode.UNTIL, target_pc=target_pc)
+
+    # -- inspection --------------------------------------------------------
+
+    def read_memory(self, offset: int = 0, words: int = 8) -> dict[str, Any]:
+        with self._lock:
+            session, _ = self._require()
+            snap = self._require_snapshot()
+            words = max(1, min(words, MAX_MEMORY_WORDS))
+            offset = max(0, offset)
+            data = session.inspect("read_memory", offset, words * WORD)
+            return {
+                "offset": offset,
+                "words": words,
+                "memory_size": snap.memory_size,
+                "items": memory_window(bytes(data), offset, snap.memory_size),
+                "truncated": offset + words * WORD < snap.memory_size,
+            }
+
+    def _require_snapshot(self) -> FrameSnapshot:
+        session, _ = self._require()
+        snap = session.last_snapshot
+        if snap is None or session.finished:
+            raise DriverError("not stopped; nothing to inspect")
+        return snap
+
+    def read_stack(self, offset: int = 0, limit: int = 32) -> dict[str, Any]:
+        snap = self._require_snapshot()
+        limit = max(1, min(limit, 128))
+        entries = snap.stack[offset : offset + limit]
+        return {
+            "offset": offset,
+            "total": len(snap.stack),
+            "items": [stack_entry(e) for e in entries],
+            "truncated": offset + limit < len(snap.stack),
+        }
+
+    def read_calldata(self, offset: int = 0, size: int = 256) -> dict[str, Any]:
+        with self._lock:
+            _session, processor = self._require()
+            snap = self._require_snapshot()
+            size = max(1, min(size, 4096))
+            data = bytes(snap.calldata[offset : offset + size])
+            result: dict[str, Any] = {
+                "offset": offset,
+                "size": len(data),
+                "total": len(snap.calldata),
+                "hex": "0x" + data.hex() if data else "0x",
+                "truncated": offset + size < len(snap.calldata),
+            }
+            if offset == 0 and len(snap.calldata) >= 4:
+                result["selector"] = "0x" + snap.calldata[:4].hex()
+                for candidate in processor.project.artifacts.values():
+                    if snap.calldata[:4] in candidate.selectors:
+                        result["signature"] = candidate.selectors[snap.calldata[:4]]
+                        break
+            return result
+
+    def read_storage(
+        self, slots: list[int] | None = None, decode: bool = True
+    ) -> dict[str, Any]:
+        with self._lock:
+            session, processor = self._require()
+            snap = self._require_snapshot()
+            decoded_by_slot: dict[int, dict[str, Any]] = {}
+            items: list[dict[str, Any]] = []
+            if decode:
+                decoder = processor.decoder(snap.contract_name)
+                if decoder:
+
+                    def reader(slot: int) -> int:
+                        return int(session.inspect("read_storage", slot))
+
+                    for var, value in decoder.read_all(reader):
+                        row = {
+                            "slot": var.slot,
+                            "offset": var.offset,
+                            "name": var.name,
+                            "type": var.type_label,
+                            "value": value.display,
+                        }
+                        decoded_by_slot[var.slot] = row
+                        items.append(row)
+            if slots:
+                known = set(decoded_by_slot)
+                for slot in slots:
+                    slot = int(slot)
+                    if slot in known:
+                        continue
+                    raw = int(session.inspect("read_storage", slot))
+                    items.append({"slot": slot, "hex": hex_word(raw)})
+            return {"address": hex_short(snap.address), "items": items}
+
+    def get_backtrace(self) -> dict[str, Any]:
+        snap = self._require_snapshot()
+        return {"frames": backtrace_rows(snap)}
+
+    def get_locals(self) -> dict[str, Any]:
+        with self._lock:
+            _, processor = self._require()
+            rows = processor.read_locals()
+            return {"locals": rows}
+
+    def get_arguments(self) -> dict[str, Any]:
+        with self._lock:
+            session, processor = self._require()
+            snap = self._require_snapshot()
+            info = session.inspect("frame_info")
+            calldata = bytes(info["calldata"])
+            art = (
+                processor.project.artifact(snap.contract_name)
+                if snap.contract_name
+                else None
+            )
+            decoded = None
+            if art is not None:
+                from ..decode import decode_calldata
+
+                decoded = decode_calldata(art.abi, calldata)
+            if decoded is None:
+                return {"decoded": False, "calldata_hex": "0x" + calldata.hex()}
+            signature, args = decoded
+            return {
+                "decoded": True,
+                "signature": signature,
+                "args": [
+                    {"name": name, "type": type_, "value": str(value)}
+                    for type_, name, value in args
+                ],
+            }
+
+    def disassemble(
+        self, around_pc: int | None = None, before: int = 6, after: int = 18
+    ) -> dict[str, Any]:
+        with self._lock:
+            session, _ = self._require()
+            self._require_snapshot()
+            rows = session.inspect(
+                "disassembly",
+                max(1, min(before, MAX_DISASM_ROWS)),
+                max(1, min(after, MAX_DISASM_ROWS)),
+                around_pc,
+            )
+            return {"rows": rows, "note": "row.current marks the window centre"}
+
+    def read_source(
+        self,
+        file: str | None = None,
+        around_line: int | None = None,
+        context: int = 10,
+    ) -> dict[str, Any]:
+        with self._lock:
+            _, processor = self._require()
+            snap = processor.snapshot
+            source_key = file or (
+                snap.source_key
+                if snap and snap.source_key
+                else next(iter(processor.project.sources))
+            )
+            lines = processor.source_lines(source_key)
+            if not lines:
+                raise DriverError(f"no source for {source_key}")
+            centre = around_line or (snap.line if snap and snap.line else 1)
+            context = max(1, min(context, MAX_SOURCE_LINES // 2))
+            start = max(1, centre - context)
+            end = min(len(lines), centre + context)
+            items = [
+                {
+                    "line": n,
+                    "text": lines[n - 1],
+                    "current": bool(
+                        snap and snap.source_key == source_key and n == snap.line
+                    ),
+                }
+                for n in range(start, end + 1)
+            ]
+            return {
+                "file": source_key,
+                "total_lines": len(lines),
+                "items": items,
+                "truncated": start > 1 or end < len(lines),
+            }
+
+    def get_gas_profile(self, limit: int = 20) -> dict[str, Any]:
+        with self._lock:
+            session, _ = self._require()
+            by_opcode = sorted(session.gas_by_opcode.items(), key=lambda kv: -kv[1])[
+                :limit
+            ]
+            lines = []
+            for (file_id, line), gas in sorted(
+                session.gas_by_line.items(), key=lambda kv: -kv[1]
+            )[:limit]:
+                src = session.project.source_by_id(file_id)
+                name = src.key if src else f"file {file_id}"
+                try:
+                    text = src.text.split("\n")[line - 1].strip() if src else ""
+                except IndexError:
+                    text = ""
+                lines.append({"file": name, "line": line, "gas": gas, "text": text})
+            return {"by_opcode": dict(by_opcode), "by_source_line": lines}
+
+    def get_logs(self) -> dict[str, Any]:
+        with self._lock:
+            session, processor = self._require()
+            self._require_snapshot()
+            raw = session.inspect("logs")
+            from eth_utils import event_abi_to_log_topic
+
+            def event_name(topics: tuple[int, ...]) -> str | None:
+                if not topics:
+                    return None
+                topic0 = topics[0].to_bytes(32, "big")
+                for art in processor.project.artifacts.values():
+                    for entry in art.abi:
+                        if entry.get("type") != "event":
+                            continue
+                        try:
+                            event: Any = entry  # eth_utils wants an ABIEvent-typed dict
+                            if event_abi_to_log_topic(event) == topic0:
+                                return str(entry.get("name"))
+                        except Exception:
+                            continue
+                return None
+
+            items = [
+                {
+                    "address": hex_short(address),
+                    "topics": [f"0x{t:064x}" for t in topics],
+                    "data": "0x" + bytes(data).hex(),
+                    "event": event_name(topics),
+                }
+                for address, topics, data in raw
+            ]
+            return {"logs": items}
+
+    # -- symbols -----------------------------------------------------------
+
+    def list_contracts(self) -> dict[str, Any]:
+        with self._lock:
+            session, _ = self._require()
+            return {
+                "contracts": [
+                    {
+                        "name": art.name,
+                        "qualified": qualified,
+                        "runtime_size": len(art.deployed_bytecode),
+                    }
+                    for qualified, art in sorted(session.project.artifacts.items())
+                ]
+            }
+
+    def list_functions(self, contract: str | None = None) -> dict[str, Any]:
+        with self._lock:
+            session, _ = self._require()
+            snap = session.last_snapshot
+            name = contract or (snap.contract_name if snap else None)
+            art = session.project.artifact(name) if name else None
+            if art is None:
+                raise DriverError(f"no artifact named {name!r}")
+            return {
+                "contract": art.name,
+                "functions": [
+                    {"signature": sig, "selector": "0x" + sel}
+                    for sig, sel in sorted(art.method_identifiers.items())
+                ],
+            }
+
+    # -- provenance & trace ------------------------------------------------
+
+    def set_provenance(self, enabled: bool) -> dict[str, Any]:
+        with self._lock:
+            session, _ = self._require()
+            session.provenance.enabled = bool(enabled)
+            return {
+                "enabled": session.provenance.enabled,
+                "records": len(session.provenance.records),
+                "note": "why_stack and export_trace read this recording",
+            }
+
+    def why_stack(self, index_from_top: int) -> dict[str, Any]:
+        with self._lock:
+            session, _ = self._require()
+            snap = self._require_snapshot()
+            prov = session.provenance
+            if not prov.enabled and not prov.records:
+                raise DriverError(
+                    "provenance recording is off; call sevm_set_provenance(True) "
+                    "(or start the session with provenance=true) and navigate"
+                )
+            from ..session.provenance import why_stack as slice_stack
+
+            bottom_up = tuple(entry.value for entry in reversed(snap.stack))
+            result = slice_stack(prov.records, snap.depth, bottom_up, int(index_from_top))
+            result["stack_index"] = int(index_from_top)
+            return result
+
+    def export_trace(
+        self, path: str | None = None, offset: int = 0, limit: int = 500
+    ) -> dict[str, Any]:
+        with self._lock:
+            session, _ = self._require()
+            prov = session.provenance
+            if not prov.records:
+                raise DriverError(
+                    "nothing recorded; enable provenance first and navigate"
+                )
+            import json
+
+            if path:
+                full = prov.structlog(0, len(prov.records))
+                with open(path, "w", encoding="utf-8") as fh:
+                    json.dump(full, fh)
+                return {
+                    "path": path,
+                    "total": full["total"],
+                    "written": len(full["structLogs"]),
+                }
+            return prov.structlog(max(0, offset), max(1, min(limit, 2000)))
+
+    # -- parity ------------------------------------------------------------
+
+    def check_parity(
+        self, reference_hex: str, contract: str | None = None
+    ) -> dict[str, Any]:
+        """Compare a compiled runtime against a reference deployment (explorer hex)."""
+        with self._lock:
+            _session, processor = self._require()
+            snap = self._require_snapshot()
+            cleaned = reference_hex.lower().removeprefix("0x")
+            if (
+                not cleaned
+                or len(cleaned) % 2
+                or any(c not in "0123456789abcdef" for c in cleaned)
+            ):
+                raise DriverError(f"not a hex runtime: {reference_hex[:24]!r}")
+            reference = bytes.fromhex(cleaned)
+            name = contract or snap.contract_name
+            art = processor.project.artifact(name) if name else None
+            if art is None or not art.deployed_bytecode:
+                raise DriverError(f"no compiled artifact for {name!r}")
+            from ..compile import compare_runtime
+
+            verdict = compare_runtime(art, reference)
+            verdict["contract"] = art.name
+            return verdict
+
+    # -- search ------------------------------------------------------------
+
+    def find_bytes(
+        self, pattern: str, scope: str = "code", limit: int = 50
+    ) -> dict[str, Any]:
+        with self._lock:
+            session, _ = self._require()
+            snap = self._require_snapshot()
+            cleaned = pattern.lower().removeprefix("0x")
+            if (
+                not cleaned
+                or len(cleaned) % 2
+                or any(c not in "0123456789abcdef" for c in cleaned)
+            ):
+                raise DriverError(f"not a hex pattern: {pattern!r}")
+            needle = bytes.fromhex(cleaned)
+            limit = max(1, min(limit, MAX_FIND_HITS))
+            if scope == "code":
+                found = session.inspect("find_needle", cleaned, limit)
+                return {
+                    "scope": scope,
+                    "pattern": cleaned,
+                    "code_size": found["code_size"],
+                    "total": found["total"],
+                    "hits": found["hits"][:limit],
+                    "truncated": found["total"] > len(found["hits"]),
+                }
+            if scope == "calldata":
+                data = bytes(snap.calldata)
+            elif scope == "memory":
+                window = min(snap.memory_size, MAX_MEMORY_SCAN)
+                data = bytes(session.inspect("read_memory", 0, window))
+            else:
+                raise DriverError(
+                    f"scope must be code, memory or calldata, not {scope!r}"
+                )
+            hits: list[dict[str, Any]] = []
+            start = 0
+            while len(hits) < limit:
+                idx = data.find(needle, start)
+                if idx < 0:
+                    break
+                hits.append({"offset": idx})
+                start = idx + 1
+            return {
+                "scope": scope,
+                "pattern": cleaned,
+                "scanned": len(data),
+                "total": data.count(needle),
+                "hits": hits,
+                "truncated": data.count(needle) > len(hits),
+            }
+
+    # -- breakpoints, mutation, evaluation ---------------------------------
+
+    def set_breakpoint(
+        self, location: str, condition: str | None = None, temporary: bool = False
+    ) -> dict[str, Any]:
+        with self._lock:
+            session, _ = self._require()
+            spec = location.strip()
+            # break_at_line/function return (breakpoint, snapped_line); the pc and
+            # opcode forms return the breakpoint itself. Unpack to the common shape.
+            if spec.startswith("*"):
+                result: Any = session.break_at_pc(
+                    int(spec[1:], 0), temporary=temporary, condition=condition
+                )
+            elif ":" in spec:
+                source_key, line_text = spec.rsplit(":", 1)
+                file_id = session.file_id_for(source_key)
+                if file_id is None:
+                    raise DriverError(f"no source file matching {source_key!r}")
+                snapped, _pcs = session.resolve_line(file_id, int(line_text))
+                result = session.break_at_line(
+                    source_key, snapped, temporary=temporary, condition=condition
+                )
+            elif spec.replace(".", "").replace("_", "").isalnum():
+                result = session.break_at_function(
+                    spec, temporary=temporary, condition=condition
+                )
+            else:
+                raise DriverError(
+                    "location must be '*0xPC', 'File.sol:LINE', or a function name; "
+                    "opcodes go through sevm_set_opcode_breakpoint"
+                )
+            bp = result[0] if isinstance(result, tuple) else result
+            return self._breakpoint_row(bp)
+
+    def set_opcode_breakpoint(
+        self, mnemonic: str, condition: str | None = None, temporary: bool = False
+    ) -> dict[str, Any]:
+        session, _ = self._require()
+        bp = session.break_at_opcode(
+            mnemonic.upper(), temporary=temporary, condition=condition
+        )
+        return self._breakpoint_row(bp)
+
+    @staticmethod
+    def _breakpoint_row(bp: Any) -> dict[str, Any]:
+        return {
+            "id": bp.number,
+            "description": bp.describe(),
+            "temporary": bool(getattr(bp, "temporary", False)),
+            "condition": getattr(bp, "condition", None),
+        }
+
+    def list_breakpoints(self) -> dict[str, Any]:
+        session, _ = self._require()
+        rows = session.breakpoints.listing()
+        return {"breakpoints": rows}
+
+    def delete_breakpoint(self, id: int) -> dict[str, Any]:
+        session, _ = self._require()
+        removed = session.breakpoints.remove(int(id))
+        if not removed:
+            raise DriverError(f"no breakpoint {id}")
+        return {"deleted": int(id)}
+
+    def set_watchpoint(self, expression: str, mode: str = "write") -> dict[str, Any]:
+        """watch/rwatch/awatch via the command layer, which resolves the expression."""
+        _, processor = self._require()
+        verb = {"write": "watch", "read": "rwatch", "access": "awatch"}.get(mode)
+        if verb is None:
+            raise DriverError("mode must be write, read or access")
+        result = processor.execute(f"{verb} {expression}")
+        if result.error:
+            raise DriverError(result.error)
+        return {"ok": True, "lines": [_plain(line) for line in result.lines]}
+
+    def evaluate(self, expression: str, keep: bool = False) -> dict[str, Any]:
+        _, processor = self._require()
+        res = processor.evaluate(expression, keep=keep)
+        out: dict[str, Any] = {
+            "expression": res.expression,
+            "type": res.type_name,
+            "display": res.display,
+            "kept": bool(res.kept),
+            "gas_used": res.gas_used,
+        }
+        if isinstance(res.value, int):
+            out["hex"] = hex_word(res.value)
+        return out
+
+    def set_gas(self, value: int) -> dict[str, Any]:
+        session, _ = self._require()
+        result = int(session.inspect("set_gas", int(value)))
+        return {
+            "gas_remaining": result,
+            "note": (
+                "if stopped on an out-of-gas error, continue now retries the failed "
+                "instruction with this gas"
+            ),
+        }
+
+    def set_stack_slot(self, index: int, value: int) -> dict[str, Any]:
+        session, _ = self._require()
+        result = int(session.inspect("write_stack", int(index), int(value)))
+        return {"index": int(index), "value": hex_word(result)}
+
+    def write_memory(self, offset: int, hex_data: str) -> dict[str, Any]:
+        session, _ = self._require()
+        cleaned = hex_data.lower().removeprefix("0x")
+        if not cleaned or len(cleaned) % 2:
+            raise DriverError(f"not hex data: {hex_data!r}")
+        data = bytes.fromhex(cleaned)
+        session.inspect("write_memory", int(offset), data)
+        return {"offset": int(offset), "size": len(data)}
+
+    def write_storage(self, slot: int, value: int) -> dict[str, Any]:
+        session, _ = self._require()
+        result = int(session.inspect("write_storage", int(slot), int(value)))
+        return {"slot": int(slot), "value": hex_word(result)}
+
+    def set_pc(self, pc: int) -> dict[str, Any]:
+        session, _ = self._require()
+        try:
+            result = int(session.inspect("set_pc", int(pc)))
+        except SessionError as exc:
+            raise DriverError(f"{exc} (only JUMPDEST targets are reachable)") from exc
+        return {"pc": result}
+
+    def command(self, line: str) -> dict[str, Any]:
+        """Raw passthrough to the gdb verb surface, markup stripped."""
+        _, processor = self._require()
+        result = processor.execute(line)
+        return {
+            "ok": result.ok,
+            "lines": [_plain(entry).rstrip() for entry in result.lines],
+            "error": result.error,
+            "notice": result.notice,
+        }
+
+    def diff_since_last_stop(self) -> dict[str, Any]:
+        """What the last navigation changed — the AI's replacement for watching panes."""
+        with self._lock:
+            self._require()
+            snap = self._require_snapshot()
+            prev = self._prev_snapshot
+            if prev is None:
+                return {
+                    "available": False,
+                    "reason": "no previous stop recorded in this session",
+                }
+            out: dict[str, Any] = {"available": True}
+            out["stack"] = self._stack_delta(prev, snap)
+            out["gas_used"] = prev.gas_remaining - snap.gas_remaining
+            out["pc"] = {"from": prev.pc, "to": snap.pc}
+            out["depth"] = {"from": prev.depth, "to": snap.depth}
+            out["memory_size"] = {"from": prev.memory_size, "to": snap.memory_size}
+            old_mem, new_mem = bytes(prev.memory), bytes(snap.memory)
+            shared = min(len(old_mem), len(new_mem))
+            ranges: list[tuple[int, int]] = []
+            run_start = None
+            for i in range(shared):
+                changed = old_mem[i] != new_mem[i]
+                if changed and run_start is None:
+                    run_start = i
+                elif not changed and run_start is not None:
+                    ranges.append((run_start, i))
+                    run_start = None
+                    if len(ranges) >= 16:
+                        break
+            if run_start is not None and len(ranges) < 16:
+                ranges.append((run_start, shared))
+            out["memory_changed"] = [
+                {
+                    "offset": start,
+                    "length": end - start,
+                    "new_hex": "0x" + new_mem[start : min(end, start + 32)].hex(),
+                }
+                for start, end in ranges
+            ]
+            out["memory_note"] = (
+                f"compared the first {shared} bytes captured at each stop "
+                "(snapshots carry a bounded memory window)"
+            )
+            return out
diff --git a/src/sevm/mcp_server/serialize.py b/src/sevm/mcp_server/serialize.py
new file mode 100644
index 0000000..621984e
--- /dev/null
+++ b/src/sevm/mcp_server/serialize.py
@@ -0,0 +1,125 @@
+"""Value formatting for the MCP surface.
+
+An AI consumer cannot scroll a pane or eyeball colour, so every value leaves the
+debugger as a stable, markup-free primitive: full-width hex words for 32-byte
+values, decimal for counts, and explicit bounds on every windowed read. The
+helpers here are the single source of that formatting.
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+from ..commands.render import _memory_region
+from ..frames import FrameSnapshot, StackEntry
+
+WORD = 32
+
+
+def hex_word(value: int) -> str:
+    """A 32-byte EVM word as 0x + 64 hex chars — the width the model should expect."""
+    return f"0x{value & ((1 << 256) - 1):064x}"
+
+
+def hex_short(raw: bytes, width: int = 20) -> str:
+    data = bytes(raw)
+    if len(data) > width:
+        data = data[:width]
+    return "0x" + data.hex()
+
+
+def describe_wei(value: int) -> str:
+    """`1000000000000000000 (1 ether)` — exact decimal plus the human unit."""
+    if value and value % 10**18 == 0:
+        return f"{value} ({value // 10**18} ether)"
+    return str(value)
+
+
+def stack_entry(entry: StackEntry) -> dict[str, Any]:
+    return {
+        "index": entry.index,  # 0 = top of stack
+        "hex": entry.hex()
+        if callable(getattr(entry, "hex", None))
+        else hex_word(entry.value),
+        "decimal": entry.value if abs(entry.value) < 1 << 64 else None,
+    }
+
+
+def memory_window(data: bytes, offset: int, memory_size: int) -> list[dict[str, Any]]:
+    """Chunk a byte window into 32-byte words, annotated the way the TUI annotates.
+
+    `beyond` marks words past the current allocation: they read as zero (EVM
+    semantics) but nothing has been written there yet, and a model scanning a dump
+    must not mistake the two.
+    """
+    items = []
+    for i in range(0, len(data), WORD):
+        word_offset = offset + i
+        chunk = data[i : i + WORD]
+        value = int.from_bytes(chunk.ljust(WORD, b"\x00"), "big")
+        region = _memory_region(word_offset)
+        item: dict[str, Any] = {"offset": word_offset, "hex": f"0x{value:064x}"}
+        if region:
+            item["region"] = region
+        if word_offset >= memory_size:
+            item["beyond"] = True
+        items.append(item)
+    return items
+
+
+def snapshot_report(snap: FrameSnapshot, stack_top: int = 5) -> dict[str, Any]:
+    """The uniform 'where am I' dict every navigation tool returns.
+
+    Everything here comes straight off the immutable snapshot — no inspect
+    round-trip, no markup — so the shape is identical no matter which tool
+    produced the stop.
+    """
+    fn = snap.function
+    location: dict[str, Any] = {"contract": snap.contract_name}
+    if fn is not None:
+        location["function"] = fn.signature
+    if snap.has_source:
+        location["file"] = snap.source_key
+        location["line"] = snap.line
+    return {
+        "stopped": True,
+        "stop_reason": snap.stop_reason,
+        "hit_breakpoints": list(snap.hit_breakpoints),
+        "pc": snap.pc,
+        "opcode": f"0x{snap.opcode:02x}",
+        "mnemonic": snap.mnemonic,
+        "gas": {
+            "remaining": snap.gas_remaining,
+            "used": snap.gas_used,
+            "limit": snap.gas_limit,
+            "refund": snap.gas_refund,
+        },
+        "sp": len(snap.stack),
+        "depth": snap.depth,
+        "address": hex_short(snap.address),
+        "code_address": hex_short(snap.code_address),
+        "is_static": snap.is_static,
+        "step": snap.step,
+        "memory_size": snap.memory_size,
+        "calldata_size": len(snap.calldata),
+        "location": location,
+        "annotation": snap.annotation or None,
+        "stack_top": [stack_entry(e) for e in snap.stack[:stack_top]],
+    }
+
+
+def backtrace_rows(snap: FrameSnapshot) -> list[dict[str, Any]]:
+    rows = []
+    for row in snap.backtrace:
+        rows.append(
+            {
+                "index": row.index,
+                "name": row.name,
+                "kind": row.kind,  # solidity | evm
+                "file": row.source_key,
+                "line": row.line or None,
+                "pc": row.pc,
+                "detail": row.detail or None,
+            }
+        )
+    return rows
diff --git a/src/sevm/mcp_server/tools.py b/src/sevm/mcp_server/tools.py
new file mode 100644
index 0000000..ae6eb6f
--- /dev/null
+++ b/src/sevm/mcp_server/tools.py
@@ -0,0 +1,356 @@
+"""The MCP tool surface.
+
+Every tool is a thin async wrapper that runs a driver method off the event loop
+(the session blocks by design) and returns a dict: models get structured JSON,
+and every windowed result says whether it was truncated so the next call can
+narrow itself. Errors return as `{"error": ...}` dicts rather than protocol
+errors, so the model can read and recover from them.
+"""
+
+from __future__ import annotations
+
+from typing import Any
+
+import anyio
+from mcp.server.mcpserver import MCPServer
+
+from .driver import DebugDriver, DriverError
+
+INSTRUCTIONS = """sevm: a gdb-style Solidity/EVM debugger running on REVM.
+
+Workflow: sevm_start_session (a web3.py driver script or a .t.sol Foundry test)
+loads and compiles the target and stops at the first contract instruction.
+Then navigate (sevm_continue / sevm_step_opcodes / sevm_run_to), inspect with
+windowed reads (sevm_read_memory, sevm_disassemble, sevm_read_source), evaluate
+Solidity against the paused frame (sevm_evaluate), and mutate live state
+(sevm_write_storage, sevm_set_stack_slot, sevm_set_gas).
+
+Every navigation tool returns the same stop report (pc, opcode, gas, stack top,
+stack delta since the previous stop), so you always know where you are in one
+call. Results that can exceed your context are windowed and carry
+`truncated: true` — narrow the offset instead of asking for more.
+
+Unlike a human at a terminal you cannot scroll or watch panes: rely on
+sevm_diff_since_last_stop after each step to see what changed (stack pushes /
+pops with values, changed memory ranges, gas spent).
+"""
+
+
+def _call(driver: DebugDriver, fn: str, *args: Any, **kwargs: Any) -> dict[str, Any]:
+    try:
+        with driver._lock:
+            method = getattr(driver, fn)
+            return method(*args, **kwargs)
+    except DriverError as exc:
+        return {"error": str(exc)}
+    except Exception as exc:  # a bug must not kill the server
+        return {"error": f"{type(exc).__name__}: {exc}"}
+
+
+async def _run(driver: DebugDriver, fn: str, *args: Any, **kwargs: Any) -> dict[str, Any]:
+    return await anyio.to_thread.run_sync(lambda: _call(driver, fn, *args, **kwargs))
+
+
+def build_server(driver: DebugDriver | None = None) -> MCPServer:
+    driver = driver or DebugDriver()
+    server = MCPServer("sevm", instructions=INSTRUCTIONS)
+
+    # -- lifecycle ---------------------------------------------------------
+
+    @server.tool()
+    async def sevm_start_session(
+        target: str,
+        args: list[str] | None = None,
+        contracts: str | None = None,
+        solc: str | None = None,
+        optimize: bool = False,
+        match: str | None = None,
+        match_contract: str | None = None,
+        timeout: float | None = None,
+        reference_runtime_hex: str | None = None,
+        provenance: bool = False,
+    ) -> dict:
+        """Start debugging a target and stop at the first contract instruction.
+
+        `target` is either a web3.py driver script (.py — it deploys and calls
+        contracts against an in-process chain; extra `args` are forwarded to it,
+        `@path` args are read from that file) or a Foundry test (.t.sol — use
+        `match`/`match_contract` to select tests). Replaces any existing session.
+        Returns the uniform stop report. `optimize` on = gadget-accurate bytecode
+        but coarser source stepping.
+        """
+        return await _run(
+            driver,
+            "start",
+            target,
+            args=args,
+            contracts=contracts,
+            solc=solc,
+            optimize=optimize,
+            match=match,
+            match_contract=match_contract,
+            timeout=timeout,
+            reference_runtime_hex=reference_runtime_hex,
+            provenance=provenance,
+        )
+
+    @server.tool()
+    async def sevm_stop_session() -> dict:
+        """Stop and dispose the active debug session (chain state is discarded)."""
+        return await _run(driver, "stop")
+
+    @server.tool()
+    async def sevm_restart_session(args: list[str] | None = None) -> dict:
+        """Re-run the target from scratch: fresh chain, breakpoints kept.
+
+        Pass `args` to replace the script's arguments (e.g. new calldata for a
+        payload-driver script; `@path` args are read from file).
+        """
+        return await _run(driver, "restart", args=args)
+
+    # -- navigation (uniform stop report) ----------------------------------
+
+    @server.tool()
+    async def sevm_continue() -> dict:
+        """Run until the next breakpoint, watchpoint, error/revert, or program end."""
+        return await _run(driver, "continue_execution")
+
+    @server.tool()
+    async def sevm_step_opcodes(count: int = 1) -> dict:
+        """Execute `count` opcodes (max 1000), stepping into calls."""
+        return await _run(driver, "step_opcodes", count)
+
+    @server.tool()
+    async def sevm_step_lines(count: int = 1) -> dict:
+        """Advance `count` Solidity source lines, stepping into internal calls."""
+        return await _run(driver, "step_lines", count)
+
+    @server.tool()
+    async def sevm_next_lines(count: int = 1) -> dict:
+        """Advance `count` Solidity lines, stepping over internal calls."""
+        return await _run(driver, "next_lines", count)
+
+    @server.tool()
+    async def sevm_finish_frame() -> dict:
+        """Run to the end of the current frame (function call or internal call)."""
+        return await _run(driver, "finish_frame")
+
+    @server.tool()
+    async def sevm_run_to(location: str | None = None, pc: int | None = None) -> dict:
+        """Run to a location: `pc` (int), or `location` like 'Bank.sol:46' / '*0x108'."""
+        return await _run(driver, "run_to", location=location, pc=pc)
+
+    @server.tool()
+    async def sevm_get_status(stack_top: int = 5) -> dict:
+        """Where am I? Full stop report: pc, opcode, gas, sp, location, stack top."""
+        return await _run(driver, "status")
+
+    @server.tool()
+    async def sevm_diff_since_last_stop() -> dict:
+        """What did the last navigation change? Stack pushes/pops with values,
+        changed memory byte-ranges, gas spent, pc move. Your replacement for
+        watching panes scroll."""
+        return await _run(driver, "diff_since_last_stop")
+
+    # -- inspection --------------------------------------------------------
+
+    @server.tool()
+    async def sevm_read_memory(offset: int = 0, words: int = 8) -> dict:
+        """Read a window of EVM memory as 32-byte words (0x + 64 hex chars each),
+        annotated with Solidity regions (scratch/free-memory-pointer/zero-slot);
+        words past the allocation carry `beyond: true`."""
+        return await _run(driver, "read_memory", offset, words)
+
+    @server.tool()
+    async def sevm_read_stack(offset: int = 0, limit: int = 32) -> dict:
+        """Read the operand stack; index 0 is the top. Hex + decimal per slot."""
+        return await _run(driver, "read_stack", offset, limit)
+
+    @server.tool()
+    async def sevm_read_storage(
+        slots: list[int] | None = None, decode: bool = True
+    ) -> dict:
+        """Read storage. By default decodes the running contract's whole layout
+        (names, types, values — packed slots included); pass `slots` for raw
+        32-byte reads of specific slots."""
+        return await _run(driver, "read_storage", slots, decode)
+
+    @server.tool()
+    async def sevm_read_calldata(offset: int = 0, size: int = 256) -> dict:
+        """Read the transaction calldata (windowed; huge payloads stay bounded).
+        The first window includes the 4-byte selector and its signature."""
+        return await _run(driver, "read_calldata", offset, size)
+
+    @server.tool()
+    async def sevm_get_backtrace() -> dict:
+        """The call stack: Solidity frames interleaved with EVM frames."""
+        return await _run(driver, "get_backtrace")
+
+    @server.tool()
+    async def sevm_get_locals() -> dict:
+        """Local variables of the selected Solidity frame, decoded."""
+        return await _run(driver, "get_locals")
+
+    @server.tool()
+    async def sevm_get_arguments() -> dict:
+        """The current external frame's call arguments, ABI-decoded."""
+        return await _run(driver, "get_arguments")
+
+    @server.tool()
+    async def sevm_disassemble(
+        around_pc: int | None = None, before: int = 6, after: int = 18
+    ) -> dict:
+        """Disassembly rows {pc, text, jumpdest, line} around a pc (default: current)."""
+        return await _run(driver, "disassemble", around_pc, before, after)
+
+    @server.tool()
+    async def sevm_read_source(
+        file: str | None = None, around_line: int | None = None, context: int = 10
+    ) -> dict:
+        """A window of Solidity source with line numbers; the current line is
+        flagged. `file` defaults to the file of the current stop."""
+        return await _run(driver, "read_source", file, around_line, context)
+
+    @server.tool()
+    async def sevm_get_gas_profile(limit: int = 20) -> dict:
+        """Gas spent so far, profiled by opcode and by source line."""
+        return await _run(driver, "get_gas_profile", limit)
+
+    @server.tool()
+    async def sevm_get_logs() -> dict:
+        """Event logs emitted so far this transaction, with decoded event names."""
+        return await _run(driver, "get_logs")
+
+    @server.tool()
+    async def sevm_list_contracts() -> dict:
+        """The compiled contracts in this session (name, runtime size)."""
+        return await _run(driver, "list_contracts")
+
+    @server.tool()
+    async def sevm_list_functions(contract: str | None = None) -> dict:
+        """External functions of a contract: signature + 4-byte selector.
+        Defaults to the running contract."""
+        return await _run(driver, "list_functions", contract)
+
+    @server.tool()
+    async def sevm_find_bytes(pattern: str, scope: str = "code", limit: int = 50) -> dict:
+        """Find a hex byte pattern (e.g. '60515255' or '0x5b50505050').
+
+        scope=code searches the running contract's bytecode for gadget hunting:
+        each hit reports its pc, whether it starts on an instruction boundary,
+        and the nearest preceding JUMPDEST (the address an indirect jump can
+        reach). scope=memory/calldata search those buffers instead."""
+        return await _run(driver, "find_bytes", pattern, scope, limit)
+
+    # -- breakpoints -------------------------------------------------------
+
+    @server.tool()
+    async def sevm_set_breakpoint(
+        location: str, condition: str | None = None, temporary: bool = False
+    ) -> dict:
+        """Break at 'File.sol:LINE', '*0xPC', a function name ('deposit' or
+        'Bank.deposit'), or use sevm_set_opcode_breakpoint for opcodes.
+        `condition` is real Solidity evaluated at the location."""
+        return await _run(driver, "set_breakpoint", location, condition, temporary)
+
+    @server.tool()
+    async def sevm_set_opcode_breakpoint(
+        mnemonic: str, condition: str | None = None, temporary: bool = False
+    ) -> dict:
+        """Break on every occurrence of an opcode, e.g. SSTORE, DELEGATECALL, JUMP."""
+        return await _run(driver, "set_opcode_breakpoint", mnemonic, condition, temporary)
+
+    @server.tool()
+    async def sevm_list_breakpoints() -> dict:
+        """All breakpoints and watchpoints with their hit counts."""
+        return await _run(driver, "list_breakpoints")
+
+    @server.tool()
+    async def sevm_delete_breakpoint(id: int) -> dict:
+        """Delete breakpoint or watchpoint number `id`."""
+        return await _run(driver, "delete_breakpoint", id)
+
+    @server.tool()
+    async def sevm_set_watchpoint(expression: str, mode: str = "write") -> dict:
+        """Break when a storage value is written ('write'), read ('read'), or
+        either ('access'). Expression: a state variable, mapping element like
+        'balances[0xabc...]', or '*0x40' for a memory word."""
+        return await _run(driver, "set_watchpoint", expression, mode)
+
+    # -- mutation & evaluation ---------------------------------------------
+
+    @server.tool()
+    async def sevm_evaluate(expression: str, keep: bool = False) -> dict:
+        """Evaluate real Solidity against the paused frame: state variables,
+        mappings, locals, internal functions, keccak256, abi.encode, units
+        ('1 ether'). Side effects are discarded unless keep=true (like gdb's
+        `call`). The most powerful inspection tool — prefer it over raw reads."""
+        return await _run(driver, "evaluate", expression, keep)
+
+    @server.tool()
+    async def sevm_set_gas(value: int) -> dict:
+        """Overwrite the gas meter. If stopped on an out-of-gas error, continuing
+        afterwards retries the failed instruction with this gas."""
+        return await _run(driver, "set_gas", value)
+
+    @server.tool()
+    async def sevm_set_stack_slot(index: int, value: int) -> dict:
+        """Rewrite a stack operand (index 0 = top) before its opcode consumes it."""
+        return await _run(driver, "set_stack_slot", index, value)
+
+    @server.tool()
+    async def sevm_write_memory(offset: int, hex_data: str) -> dict:
+        """Write bytes (hex) into EVM memory at `offset`."""
+        return await _run(driver, "write_memory", offset, hex_data)
+
+    @server.tool()
+    async def sevm_write_storage(slot: int, value: int) -> dict:
+        """Write a raw 32-byte value to a storage slot of the running contract."""
+        return await _run(driver, "write_storage", slot, value)
+
+    @server.tool()
+    async def sevm_set_pc(pc: int) -> dict:
+        """Move the program counter; JUMPDEST targets only."""
+        return await _run(driver, "set_pc", pc)
+
+    @server.tool()
+    async def sevm_command(line: str) -> dict:
+        """Raw gdb-verb passthrough for everything not first-class: `vm.deal(a, 1
+        ether)` cheatcodes, Yul like `mstore(0x80, 1)`, `jump 0x108`, `reseat`,
+        `watch`, `tbreak`, `x/32xb 0x40`... Returns plain-text lines."""
+        return await _run(driver, "command", line)
+
+    # -- provenance & trace ---------------------------------------------------
+
+    @server.tool()
+    async def sevm_set_provenance(enabled: bool) -> dict:
+        """Turn per-opcode recording on/off (feeds why_stack and export_trace)."""
+        return await _run(driver, "set_provenance", enabled)
+
+    @server.tool()
+    async def sevm_why_stack(index: int) -> dict:
+        """Why does $stack[index] hold this value? Traces it backward through the
+        recording to constants, calldata windows, MSTORE/SSTORE chains, and the
+        frame-entry slots — the question behind "which entry slot fed operand N"."""
+        return await _run(driver, "why_stack", index)
+
+    @server.tool()
+    async def sevm_export_trace(
+        path: str | None = None, offset: int = 0, limit: int = 500
+    ) -> dict:
+        """Export the recording as anvil/geth structLog JSON (the
+        debug_traceTransaction shape). `path` writes the whole trace to a file;
+        otherwise returns a windowed slice {items, total, truncated}."""
+        return await _run(driver, "export_trace", path, offset, limit)
+
+    # -- parity ----------------------------------------------------------------
+
+    @server.tool()
+    async def sevm_check_parity(reference_hex: str, contract: str | None = None) -> dict:
+        """Compare a compiled runtime against the deployed bytecode (explorer
+        hex). Ignores the metadata tail and immutable values; reports the first
+        divergence — past it, every pc and gadget offset describes a different
+        program."""
+        return await _run(driver, "check_parity", reference_hex, contract)
+
+    return server
diff --git a/src/sevm/session/__init__.py b/src/sevm/session/__init__.py
index fd4ab4d..dacadab 100644
--- a/src/sevm/session/__init__.py
+++ b/src/sevm/session/__init__.py
@@ -16,6 +16,7 @@
   events.py       the messages the two threads exchange
   code.py         resolving running bytecode back to the source it came from
   revm.py         `DebugSession`: source stepping backed by the Rust engine
+  provenance.py   optional opcode recording and stack origin tracing
   snapshots.py    building source-level backtraces for `FrameSnapshot`
   framelocals.py  recovering Solidity locals from the EVM stack
 """
diff --git a/src/sevm/session/provenance.py b/src/sevm/session/provenance.py
new file mode 100644
index 0000000..710f344
--- /dev/null
+++ b/src/sevm/session/provenance.py
@@ -0,0 +1,475 @@
+"""Operand provenance: which entry slot, constant, calldata word or memory write
+produced the value sitting in a stack slot right now.
+
+The question a JOP/gadget investigation actually asks — "why did operand N of this
+CALL get this value" — is answered with a recorder plus a backward slice:
+
+  * recording is opt-in (`provenance on`, or `provenance=true` at session start):
+    every executed opcode appends its pc, mnemonic, gas and the stack before and
+    after it. Pure appends of immutable tuples; off by default so normal
+    debugging pays nothing.
+  * `why $stack[n]` walks those records newest→oldest from the queried slot:
+    PUSH resolves to a constant, DUP/SWAP to the slot they copied, a consuming
+    opcode rewires to the operands it popped, MLOAD chains to the last MSTORE of
+    the same offset (or "memory at entry"), SLOAD likewise through SSTORE,
+    CALLDATALOAD names its calldata window. Surviving positions at the frame's
+    first record are the frame-entry slots — the reviewer's "entry slot >= N".
+
+The slice is concrete (it follows recorded values), not a symbolic executor:
+repeating values are tracked by position, and a hand mutation (`set $stack[i]`)
+is not recorded, so ask `why` before mutating, or expect the mutated slot's
+origin to be reported as unknown.
+"""
+
+from __future__ import annotations
+
+import re
+from dataclasses import dataclass, field
+from typing import Any
+
+_DUP_RE = re.compile(r"DUP(\d+)$")
+_SWAP_RE = re.compile(r"SWAP(\d+)$")
+# Opcodes whose single pushed result carries a named external origin.
+_ORIGIN_OPS = {
+    "CALLDATALOAD": "calldata",
+    "MLOAD": "memory",
+    "SLOAD": "storage",
+    "SHA3": "keccak",
+    "KECCAK256": "keccak",
+    "CALL": "call-output",
+    "CALLCODE": "call-output",
+    "DELEGATECALL": "call-output",
+    "STATICCALL": "call-output",
+    "CREATE": "create",
+    "CREATE2": "create",
+    "CODECOPY": "codecopy",
+    "EXTCODECOPY": "extcodecopy",
+    "RETURNDATACOPY": "returndatacopy",
+    "CALLDATACOPY": "calldatacopy",
+}
+
+# (pops, pushes) per mnemonic — evm.codes semantics. DUP/SWAP are handled
+# structurally (copies/permutations) and PUSH* resolve to constants, so they are
+# absent. Unknown mnemonics fall back to the height delta, which is only right
+# for net-consumers; the table keeps every balanced op (MLOAD, ADD, ...) honest.
+_ARITY: dict[str, tuple[int, int]] = {
+    "STOP": (0, 0),
+    "INVALID": (0, 0),
+    "ADD": (2, 1),
+    "SUB": (2, 1),
+    "MUL": (2, 1),
+    "DIV": (2, 1),
+    "SDIV": (2, 1),
+    "MOD": (2, 1),
+    "SMOD": (2, 1),
+    "ADDMOD": (3, 1),
+    "MULMOD": (3, 1),
+    "EXP": (2, 1),
+    "SIGNEXTEND": (2, 1),
+    "LT": (2, 1),
+    "GT": (2, 1),
+    "SLT": (2, 1),
+    "SGT": (2, 1),
+    "EQ": (2, 1),
+    "AND": (2, 1),
+    "OR": (2, 1),
+    "XOR": (2, 1),
+    "NOT": (1, 1),
+    "BYTE": (2, 1),
+    "SHL": (2, 1),
+    "SHR": (2, 1),
+    "SAR": (2, 1),
+    "KECCAK256": (2, 1),
+    "SHA3": (2, 1),
+    "ADDRESS": (0, 1),
+    "BALANCE": (1, 1),
+    "ORIGIN": (0, 1),
+    "CALLER": (0, 1),
+    "CALLVALUE": (0, 1),
+    "CALLDATASIZE": (0, 1),
+    "CODESIZE": (0, 1),
+    "GASPRICE": (0, 1),
+    "EXTCODESIZE": (1, 1),
+    "EXTCODEHASH": (1, 1),
+    "BLOCKHASH": (1, 1),
+    "COINBASE": (0, 1),
+    "TIMESTAMP": (0, 1),
+    "NUMBER": (0, 1),
+    "PREVRANDAO": (0, 1),
+    "DIFFICULTY": (0, 1),
+    "GASLIMIT": (0, 1),
+    "CHAINID": (0, 1),
+    "SELFBALANCE": (0, 1),
+    "BASEFEE": (0, 1),
+    "BLOBHASH": (1, 1),
+    "BLOBBASEFEE": (0, 1),
+    "POP": (1, 0),
+    "MLOAD": (1, 1),
+    "MSTORE": (2, 0),
+    "MSTORE8": (2, 0),
+    "SLOAD": (1, 1),
+    "SSTORE": (2, 0),
+    "TLOAD": (1, 1),
+    "TSTORE": (2, 0),
+    "JUMP": (2, 0),
+    "JUMPI": (3, 0),
+    "PC": (0, 1),
+    "MSIZE": (0, 1),
+    "GAS": (0, 1),
+    "CALLDATALOAD": (1, 1),
+    "CALLDATACOPY": (3, 0),
+    "CODECOPY": (3, 0),
+    "EXTCODECOPY": (4, 0),
+    "RETURNDATACOPY": (3, 0),
+    "MCOPY": (3, 0),
+    "RETURN": (2, 0),
+    "REVERT": (2, 0),
+    "RETURNDATASIZE": (0, 1),
+    "SELFDESTRUCT": (1, 0),
+    "CREATE": (3, 1),
+    "CALL": (7, 1),
+    "CALLCODE": (7, 1),
+    "DELEGATECALL": (6, 1),
+    "STATICCALL": (6, 1),
+    "LOG0": (2, 0),
+    "LOG1": (3, 0),
+    "LOG2": (4, 0),
+    "LOG3": (5, 0),
+    "LOG4": (6, 0),
+    "PUSH0": (0, 1),
+}
+
+MAX_FRONTIER = 64
+MAX_ORIGINS = 128
+
+
+@dataclass(frozen=True)
+class StepRecord:
+    step: int
+    pc: int
+    opcode: int
+    mnemonic: str
+    depth: int
+    gas_before: int
+    gas_remaining: int
+    mem_size: int
+    before: tuple  # stack bottom-up; values[-1] is the top
+    after: tuple
+
+
+class Provenance:
+    """The per-session recorder; the slice reads it from the controller thread."""
+
+    def __init__(self) -> None:
+        self.enabled = False
+        self.records: list[StepRecord] = []
+
+    def record(
+        self,
+        step: int,
+        pc: int,
+        opcode: int,
+        mnemonic: str,
+        depth: int,
+        gas_before: int,
+        gas_remaining: int,
+        mem_size: int,
+        before: list[Any],
+        after: list[Any],
+    ) -> None:
+        if not self.enabled:
+            return
+        self.records.append(
+            StepRecord(
+                step=step,
+                pc=pc,
+                opcode=opcode,
+                mnemonic=mnemonic,
+                depth=depth,
+                gas_before=gas_before,
+                gas_remaining=gas_remaining,
+                mem_size=mem_size,
+                before=tuple(before),
+                after=tuple(after),
+            )
+        )
+
+    def truncate(self, length: int) -> None:
+        """Drop records past a checkpoint's saved length (restore rolls time back)."""
+        del self.records[length:]
+
+    def clear(self) -> None:
+        self.records.clear()
+
+    # -- structLog export (shares the recording) ---------------------------
+
+    def structlog(self, offset: int = 0, limit: int = 500) -> dict[str, Any]:
+        """anvil/geth `debug_traceTransaction`-shaped rows, windowed."""
+        rows = [
+            {
+                "pc": hex(r.pc),
+                "op": r.mnemonic,
+                "gas": hex(r.gas_before),
+                "gasCost": hex(max(0, r.gas_before - r.gas_remaining)),
+                "depth": r.depth,
+                "stack": [
+                    _word(v)
+                    if not isinstance(v, bytes)
+                    else "0x" + v.hex().rjust(64, "0")
+                    for v in r.before
+                ],
+                "memSize": r.mem_size,
+                "step": r.step,
+            }
+            for r in self.records[offset : offset + limit]
+        ]
+        return {
+            "structLogs": rows,
+            "total": len(self.records),
+            "offset": offset,
+            "truncated": offset + limit < len(self.records),
+        }
+
+
+# -- the backward slice -------------------------------------------------------
+
+
+@dataclass
+class _Target:
+    position: int  # bottom-up index into some record's before-stack
+    via: list[tuple[int, str]] = field(default_factory=list)  # (pc, mnemonic)
+
+
+@dataclass
+class Origin:
+    kind: str
+    detail: str = ""
+    value: str | None = None
+    via: list[tuple[int, str]] = field(default_factory=list)
+
+    def as_dict(self) -> dict[str, Any]:
+        return {
+            "kind": self.kind,
+            "detail": self.detail,
+            "value": self.value,
+            "via": [{"pc": pc, "op": op} for pc, op in self.via],
+        }
+
+
+def _num(value: Any) -> int:
+    """Stack values are ints or bytes; slices need them comparable as ints."""
+    if isinstance(value, (bytes, bytearray)):
+        return int.from_bytes(value, "big")
+    return int(value)
+
+
+def _word(value: Any) -> str:
+    """A 32-byte word as 0x + 64 hex chars; bytes and ints both occur on the stack."""
+    if isinstance(value, (bytes, bytearray)):
+        return "0x" + bytes(value).rjust(32, b"\x00").hex()
+    try:
+        return f"0x{int(value):064x}"
+    except (TypeError, ValueError):
+        return str(value)
+
+
+def _frame_tail(records: list[StepRecord], depth: int) -> list[StepRecord]:
+    """The contiguous newest run of records at one depth: this frame's execution."""
+    tail: list[StepRecord] = []
+    for record in reversed(records):
+        if record.depth != depth:
+            break
+        tail.append(record)
+    tail.reverse()
+    return tail
+
+
+def _last_store(
+    tail: list[StepRecord], before_index: int, mnemonic: str, offset_value: int
+) -> tuple[int, int, int] | None:
+    """The newest record < before_index writing `mnemonic` with `offset_value`.
+
+    MSTORE/SSTORE pop (offset, value): offset second-from-top, value top of the
+    record's before-stack. Returns (record_index, offset_pos, value_pos).
+    """
+    for index in range(before_index - 1, -1, -1):
+        record = tail[index]
+        if record.mnemonic != mnemonic:
+            continue
+        height = len(record.before)
+        offset_pos, value_pos = height - 2, height - 1
+        if offset_pos < 0 or _num(record.before[offset_pos]) != offset_value:
+            continue
+        return index, offset_pos, value_pos
+    return None
+
+
+def why_stack(
+    records: list[StepRecord], depth: int, stack_bottom_up: tuple, index_from_top: int
+) -> dict[str, Any]:
+    """Trace one current stack slot back to its origins.
+
+    `stack_bottom_up` has the top value last; `index_from_top` is the gdb
+    convention ($stack[0] = top).
+    """
+    if not records:
+        return {"origins": [{"kind": "unknown", "detail": "recording is off"}]}
+    sp = len(stack_bottom_up)
+    if not 0 <= index_from_top < sp:
+        return {"error": f"stack index {index_from_top} out of range (sp={sp})"}
+
+    tail = _frame_tail(records, depth)
+    if not tail:
+        return {"origins": [{"kind": "unknown", "detail": "no records at this depth"}]}
+
+    latest = tail[-1]
+    start_position = len(latest.after) - 1 - index_from_top
+    frontier: dict[int, _Target] = {
+        start_position: _Target(start_position, [(latest.pc, latest.mnemonic)])
+    }
+    origins: list[Origin] = []
+    entry_stack: tuple = ()
+
+    for record_index in range(len(tail) - 1, -1, -1):
+        record = tail[record_index]
+        before, after = record.before, record.after
+        height_before, height_after = len(before), len(after)
+        dup = _DUP_RE.match(record.mnemonic)
+        swap = _SWAP_RE.match(record.mnemonic)
+        if dup is None and swap is None:
+            pops, _pushes = _ARITY.get(record.mnemonic, (None, None))
+            if pops is None:
+                # Unknown mnemonic: approximate with the height delta. Right for
+                # net-consumers, wrong for balanced unknowns — the table covers
+                # every opcode that can appear in real bytecode.
+                pops = height_before - height_after if height_before > height_after else 0
+            pushed_base = height_before - pops
+        else:
+            pops = 0
+            pushed_base = height_before
+
+        next_frontier: dict[int, _Target] = {}
+        for position in sorted(frontier):
+            target = frontier[position]
+
+            if dup is not None and height_after == height_before + 1:
+                k = int(dup.group(1))
+                source = height_before - k
+                _carry(
+                    next_frontier,
+                    source if position == height_before else position,
+                    target,
+                    record,
+                )
+
+            elif swap is not None and height_after == height_before:
+                k = int(swap.group(1))
+                top, other = height_before - 1, height_before - 1 - k
+                if position == top:
+                    _carry(next_frontier, other, target, record)
+                elif position == other:
+                    _carry(next_frontier, top, target, record)
+                else:
+                    _carry(next_frontier, position, target)
+
+            elif position < pushed_base:
+                _carry(next_frontier, position, target)
+
+            else:
+                via = [(record.pc, record.mnemonic), *target.via]
+                value = after[position] if position < height_after else None
+                origin_kind = _ORIGIN_OPS.get(record.mnemonic)
+
+                if record.mnemonic.startswith("PUSH"):
+                    origins.append(Origin("constant", _word(value), _word(value), via))
+                    continue
+
+                if origin_kind in ("memory", "storage"):
+                    offset_pos = height_before - pops
+                    offset_value = (
+                        _num(before[offset_pos])
+                        if 0 <= offset_pos < height_before
+                        else -1
+                    )
+                    detail = f"{origin_kind}[{_word(offset_value)}]"
+                    store = _last_store(
+                        tail,
+                        record_index,
+                        "SSTORE" if origin_kind == "storage" else "MSTORE",
+                        offset_value,
+                    )
+                    if store is None:
+                        origins.append(
+                            Origin(f"{origin_kind}-entry", detail, _word(value), via)
+                        )
+                    else:
+                        store_index, _off, value_pos = store
+                        origins.append(
+                            Origin(
+                                origin_kind,
+                                f"{detail}, written by "
+                                f"{tail[store_index].mnemonic} at pc "
+                                f"0x{tail[store_index].pc:04x}",
+                                _word(value),
+                                via,
+                            )
+                        )
+                        # Chain through the storing record's value operand.
+                        _carry(next_frontier, value_pos, _Target(value_pos, via))
+                    if 0 <= offset_pos < height_before:
+                        _carry(next_frontier, offset_pos, _Target(offset_pos, via))
+                    continue
+
+                if origin_kind is not None:
+                    detail = f"{record.mnemonic} result"
+                    if origin_kind == "calldata":
+                        offset_pos = height_before - pops
+                        if 0 <= offset_pos < height_before:
+                            detail = f"calldata[{_word(_num(before[offset_pos]))}..+0x20]"
+                    origins.append(Origin(origin_kind, detail, _word(value), via))
+
+                for consumed_pos in range(pushed_base, height_before):
+                    _carry(next_frontier, consumed_pos, _Target(consumed_pos, via))
+
+        frontier = next_frontier
+        if record_index == 0:
+            entry_stack = before
+        if not frontier or len(origins) >= MAX_ORIGINS:
+            break
+
+    for position, target in frontier.items():
+        from_top = len(entry_stack) - 1 - position if entry_stack else position
+        origins.append(
+            Origin(
+                "entry-slot",
+                f"frame-entry stack, {from_top} from top (absolute position {position})",
+                _word(entry_stack[position])
+                if entry_stack and position < len(entry_stack)
+                else None,
+                target.via,
+            )
+        )
+
+    return {
+        "origins": [origin.as_dict() for origin in origins[:MAX_ORIGINS]],
+        "records_examined": len(tail),
+        "truncated": len(origins) > MAX_ORIGINS,
+    }
+
+
+def _carry(
+    frontier: dict[int, _Target],
+    position: int,
+    target: _Target,
+    record: StepRecord | None = None,
+) -> None:
+    if position < 0:
+        return
+    via = (
+        [(record.pc, record.mnemonic), *target.via] if record is not None else target.via
+    )
+    existing = frontier.get(position)
+    if existing is None:
+        frontier[position] = _Target(position, via)
+    # Positions already pending keep their first chain; the merge is lossy on
+    # purpose — one representative path per slot keeps the answer bounded.
diff --git a/src/sevm/session/revm.py b/src/sevm/session/revm.py
index 8338245..ca5226e 100644
--- a/src/sevm/session/revm.py
+++ b/src/sevm/session/revm.py
@@ -46,6 +46,7 @@
 from . import framelocals, snapshots
 from .code import CodeIndex
 from .events import Finished, Paused, Resume, SessionError, StepMode
+from .provenance import Provenance
 
 _ERROR_SELECTOR = bytes.fromhex("08c379a0")
 _ANY_ADDRESS = "0x" + "00" * 20
@@ -259,6 +260,7 @@ def __init__(
         self.project = project
         self.breakpoints = breakpoints or BreakpointSet()
         self.cheats = CheatState()
+        self.provenance = Provenance()
         self.functions = FunctionIndex(project.asts)
         self.locals = LocalsIndex(project.asts)
         self.line_indexes = build_line_indexes(project.sources.values())
@@ -406,6 +408,7 @@ def restart(self, argv: list[str] | None = None, timeout: float = 120.0) -> Any:
         self.step_index = 0
         self.gas_by_line.clear()
         self.gas_by_opcode.clear()
+        self.provenance.clear()
         self._mode = StepMode.RUN
         self._mode_depth = 0
         self._mode_internal = 0
@@ -496,6 +499,12 @@ def _require_success(self, result: dict[str, Any], what: str, artifact: Any) ->
         raise TestFailed(f"{what} reverted: {self.last_revert}")
 
     def _drive_transaction(self) -> dict[str, Any]:
+        # REVM starts a fresh EVM call stack for every transaction. A prior call's
+        # Solidity internal frames must not be reused for this transaction's pc.
+        self._frames.clear()
+        self._last_raw = None
+        self._raw_snapshot = None
+        self.provenance.clear()
         while True:
             event = self._chain.wait(timeout=30.0)
             kind = event.get("type")
@@ -507,6 +516,7 @@ def _drive_transaction(self) -> dict[str, Any]:
             if kind != "paused":
                 raise SessionError(f"unknown REVM event: {kind!r}")
             snapshot, hits = self._snapshot_from_raw(event)
+            self._record_provenance(event)
             self._last_raw = event
             self._raw_snapshot = snapshot
             if self._detached:
@@ -589,7 +599,7 @@ def _set_mode(self, command: Resume, snapshot: FrameSnapshot) -> None:
         self._pending_count = command.count
 
     def _continue_raw(self) -> None:
-        if self._prepare_write_watch():
+        if self._prepare_write_watch() or self.provenance.enabled:
             self._chain.step()
         elif self._mode is StepMode.RUN:
             self._sync_breakpoints()
@@ -886,6 +896,28 @@ def _record_gas(self, raw: dict[str, Any]) -> None:
             key = (location.file_id, location.line)
             self.gas_by_line[key] = self.gas_by_line.get(key, 0) + spent
 
+    def _record_provenance(self, raw: dict[str, Any]) -> None:
+        previous = self._last_raw
+        if (
+            not self.provenance.enabled
+            or previous is None
+            or int(previous["depth"]) != int(raw["depth"])
+            or int(previous["step"]) >= int(raw["step"])
+        ):
+            return
+        self.provenance.record(
+            step=int(previous["step"]),
+            pc=int(previous["pc"]),
+            opcode=int(previous["opcode"]),
+            mnemonic=str(previous["mnemonic"]),
+            depth=int(previous["depth"]),
+            gas_before=int(previous["gas_remaining"]),
+            gas_remaining=int(raw["gas_remaining"]),
+            mem_size=int(previous["memory_size"]),
+            before=[int(value, 16) for value in reversed(previous["stack"])],
+            after=[int(value, 16) for value in reversed(raw["stack"])],
+        )
+
     def _sync_frames(self, raw: dict[str, Any]) -> None:
         old = self._frames
         origin = _address_bytes(raw["origin"])
@@ -1256,6 +1288,42 @@ def inspect(
             return self._chain.is_storage_warm(_address_hex(address), int(args[0]))
         if not current:
             raise SessionError(f"inspect {op!r} requires the innermost REVM frame")
+        if op == "find_needle":
+            needle = bytes.fromhex(str(args[0]))
+            limit = max(1, int(args[1])) if len(args) > 1 else 200
+            code = frame.disassembly.code
+            aligned = frame.disassembly.by_pc
+            jumpdests = sorted(frame.disassembly.jumpdests)
+            hits: list[dict[str, Any]] = []
+            start = 0
+            while len(hits) < limit:
+                pc = code.find(needle, start)
+                if pc < 0:
+                    break
+                instruction = aligned.get(pc)
+                location = frame.location(pc) if instruction is not None else None
+                hits.append(
+                    {
+                        "pc": pc,
+                        "instruction_aligned": instruction is not None,
+                        "jumpdest": pc in frame.disassembly.jumpdests,
+                        "nearest_jumpdest": next(
+                            (dest for dest in reversed(jumpdests) if dest <= pc), None
+                        ),
+                        "text": (
+                            instruction.render()
+                            if instruction is not None
+                            else code[pc : pc + len(needle)].hex()
+                        ),
+                        "line": (
+                            location.line
+                            if location is not None and not location.is_generated
+                            else 0
+                        ),
+                    }
+                )
+                start = pc + 1
+            return {"hits": hits, "total": code.count(needle), "code_size": len(code)}
         if op == "read_storage":
             address = bytes(args[1]) if len(args) > 1 and args[1] else frame.address
             return self._state.get_storage(address, int(args[0]))
diff --git a/tests/test_commands.py b/tests/test_commands.py
index 714bb29..01bb380 100644
--- a/tests/test_commands.py
+++ b/tests/test_commands.py
@@ -447,3 +447,17 @@ def test_an_unquoted_word_still_reaches_a_string_parameter(deposit_debugger):
     # It is not Solidity, so it falls back to the raw text rather than failing.
     assert not deposit_debugger.run("vm.label(0xcafe, cafe)").error
     assert deposit_debugger.run("vm.getLabel(0xcafe)").lines[0].endswith("cafe")
+
+
+def test_find_searches_running_code(deposit_debugger):
+    """`find HEX` reports every occurrence with gadget context (aligned/jumpdest)."""
+    dbg = deposit_debugger
+    result = dbg.run("find 6080604052")
+    assert result.ok
+    joined = "\n".join(result.lines)
+    assert "occurrence(s)" in joined
+    assert "0x0000" in joined  # the runtime prologue starts at pc 0
+    missing = dbg.run("find 5b5b5b5b5b5b")
+    assert missing.ok and "no occurrence" in "\n".join(missing.lines)
+    for bad in ("find", "find zz", "find 123"):
+        assert dbg.run(bad).error
diff --git a/tests/test_mcp_server.py b/tests/test_mcp_server.py
new file mode 100644
index 0000000..9b5d873
--- /dev/null
+++ b/tests/test_mcp_server.py
@@ -0,0 +1,401 @@
+"""The MCP frontend: the driver and its AI-shaped data, without a real client.
+
+The tool functions are thin wrappers over `DebugDriver`, so the coverage here is
+driver-level: start/step/inspect windows, the byte search, diffs, and the error
+convention (failures come back as `{"error": ...}` dicts a model can read). One
+in-memory client round-trip proves the server side speaks the protocol.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import contextlib
+import os
+from collections.abc import Iterator
+
+import pytest
+
+from sevm.mcp_server import DebugDriver, build_server
+
+COUNTER = """\
+// SPDX-License-Identifier: MIT
+pragma solidity ^0.8.20;
+
+contract Counter {
+    uint256 public count;
+    address public owner;
+
+    constructor() {
+        owner = msg.sender;
+    }
+
+    function inc() public {
+        count += 1;
+    }
+}
+"""
+
+DRIVER_SCRIPT = """\
+import os
+
+from web3 import EthereumTesterProvider, Web3
+
+from sevm.compile import compile_project
+
+CONTRACTS = os.path.join(os.path.dirname(os.path.abspath(__file__)), "contracts")
+
+
+def main():
+    project = compile_project([CONTRACTS])
+    w3 = Web3(EthereumTesterProvider())
+    w3.eth.default_account = w3.eth.accounts[0]
+    art = project.artifact("Counter")
+    factory = w3.eth.contract(abi=art.abi, bytecode=art.bytecode.hex())
+    tx = factory.constructor().transact({"gas": 3_000_000})
+    address = w3.eth.wait_for_transaction_receipt(tx)["contractAddress"]
+    counter = w3.eth.contract(address=address, abi=art.abi)
+    counter.functions.inc().transact({"gas": 300_000})
+    counter.functions.inc().transact({"gas": 300_000})
+
+
+main()
+"""
+
+
+@pytest.fixture
+def lab(tmp_path) -> Iterator[tuple[DebugDriver, str]]:
+    """A driver plus a script that deploys a Counter and increments it twice."""
+    contracts = tmp_path / "contracts"
+    contracts.mkdir()
+    (contracts / "Counter.sol").write_text(COUNTER)
+    script = tmp_path / "drive.py"
+    script.write_text(DRIVER_SCRIPT)
+    driver = DebugDriver(timeout=60.0)
+    yield driver, str(script)
+    driver.stop()
+
+
+def test_start_lands_on_a_structured_stop(lab):
+    driver, script = lab
+    report = driver.start(script)
+    assert report["stopped"] is True
+    assert report["kind"] == "script"
+    assert report["location"]["contract"] == "Counter"
+    assert report["gas"]["limit"] > 0
+    assert isinstance(report["stack_top"], list)
+    assert report["stop_reason"]
+
+
+def test_step_reports_stack_delta_and_diff(lab):
+    driver, script = lab
+    driver.start(script)
+    report = driver.step_opcodes(3)
+    assert report["stopped"] is True
+    diff = driver.diff_since_last_stop()
+    assert diff["available"] is True
+    assert diff["gas_used"] > 0
+    assert diff["pc"]["from"] != diff["pc"]["to"] or diff["gas_used"] > 0
+    # A fresh session has no previous stop to diff against until the first step.
+    assert {"pushed", "popped", "from", "to"} & set(diff["stack"])
+
+
+def test_memory_window_is_annotated_and_bounded(lab):
+    driver, script = lab
+    driver.start(script)
+    window = driver.read_memory(0x40, 2)
+    assert window["items"][0]["offset"] == 0x40
+    assert window["items"][0]["region"] == "free memory pointer"
+    assert window["items"][1]["region"] == "zero slot"
+    assert window["words"] == 2
+    big = driver.read_memory(0, 10_000)
+    assert big["words"] == 64  # hard cap holds even for absurd requests
+
+
+def test_find_bytes_locates_gadgets_in_code(lab):
+    driver, script = lab
+    driver.start(script)
+    found = driver.find_bytes("6080604052", scope="code")
+    assert found["total"] >= 1
+    first = found["hits"][0]
+    # The first stop runs the CREATION code, where the runtime prologue appears at
+    # the offset it is embedded at — the hit still reports its pc and alignment.
+    assert {"pc", "instruction_aligned", "jumpdest", "nearest_jumpdest", "text"} <= set(
+        first
+    )
+    assert found["code_size"] > 0
+    raw = driver.find_bytes("6080", scope="code", limit=5)
+    assert raw["hits"], "PUSH1 0x80 appears in every solc prologue"
+    with pytest.raises(Exception, match="hex"):
+        driver.find_bytes("zz", scope="code")
+
+
+def test_find_bytes_scopes_memory_and_calldata(lab):
+    driver, script = lab
+    driver.start(script)
+    report = driver.step_opcodes(1)
+    assert "error" not in report
+    mem = driver.find_bytes("00", scope="memory")
+    assert mem["scope"] == "memory" and mem["scanned"] > 0
+    with_scope = driver.find_bytes("00", scope="calldata")
+    assert with_scope["total"] >= 0
+    with pytest.raises(Exception, match="scope"):
+        driver.find_bytes("00", scope="nonsense")
+
+
+def test_storage_decodes_the_layout(lab):
+    driver, script = lab
+    driver.start(script)
+    storage = driver.read_storage()
+    names = {item.get("name") for item in storage["items"]}
+    assert {"count", "owner"} <= names
+    raw = driver.read_storage(slots=[0], decode=False)
+    assert raw["items"][0]["slot"] == 0
+    assert len(raw["items"][0]["hex"]) == 66  # 0x + 64
+
+
+def test_breakpoint_and_continue(lab):
+    driver, script = lab
+    driver.start(script)
+    bp = driver.set_breakpoint("inc")
+    assert bp["id"] == 1
+    report = driver.continue_execution()
+    assert report["stopped"] is True
+    assert "inc" in report["location"]["function"]
+    assert 1 in report["hit_breakpoints"]
+    listed = driver.list_breakpoints()
+    assert any("inc" in row for row in listed["breakpoints"])
+    assert driver.delete_breakpoint(1)["deleted"] == 1
+
+
+def test_restart_keeps_breakpoints(lab):
+    driver, script = lab
+    driver.start(script)
+    driver.set_breakpoint("inc")
+    driver.continue_execution()
+    report = driver.restart()
+    assert report["stopped"] is True  # fresh constructor stop
+    hit = driver.continue_execution()
+    assert 1 in hit["hit_breakpoints"]  # the breakpoint survived
+
+
+def test_status_after_script_finishes(lab):
+    driver, script = lab
+    driver.start(script)
+    assert driver.continue_execution()["finished"] is True
+    assert driver.status()["finished"] is True
+
+
+def test_evaluate_and_command_passthrough(lab):
+    driver, script = lab
+    driver.start(script)
+    result = driver.evaluate("owner == msg.sender")
+    assert result["type"].startswith("bool")
+    raw = driver.command("info registers")
+    assert raw["ok"] and any("pc" in line for line in raw["lines"])
+    assert "[" not in "".join(raw["lines"]) or "0x" in "".join(raw["lines"])
+
+
+def test_run_to_line_and_source_window(lab):
+    driver, script = lab
+    driver.start(script)
+    driver.continue_execution()  # constructor -> first inc() entry? land somewhere sourced
+    report = driver.status()
+    if report["stopped"] and report["location"].get("file"):
+        src = driver.read_source()
+        assert src["total_lines"] > 5
+        assert any(item["current"] for item in src["items"])
+
+
+def test_errors_are_structured_not_exceptions(lab):
+    """Driver methods raise; the tools layer is what converts to error dicts."""
+    driver, _script = lab
+    with pytest.raises(Exception, match="sevm_start_session"):
+        driver.status()
+    with pytest.raises(Exception, match="no such file"):
+        driver.start("C:/definitely/not/here.py")
+
+
+def test_disassemble_window(lab):
+    driver, script = lab
+    driver.start(script)
+    rows = driver.disassemble(before=2, after=4)
+    assert 3 <= len(rows["rows"]) <= 6
+    assert {"pc", "text", "jumpdest"} <= set(rows["rows"][0])
+
+
+# ==================================================================
+# protocol round-trip (in-memory client)
+# ==================================================================
+
+
+def test_client_round_trip_lists_tools_and_returns_error_dicts():
+    async def scenario() -> None:
+        import anyio
+        from mcp import ClientSession
+        from mcp.shared.memory import create_client_server_memory_streams
+
+        class RecordingDriver(DebugDriver):
+            def start(self, target, **kwargs):
+                return {
+                    "target": target,
+                    "reference_runtime_hex": kwargs["reference_runtime_hex"],
+                    "provenance": kwargs["provenance"],
+                }
+
+        server = build_server(RecordingDriver())
+        async with create_client_server_memory_streams() as streams:
+            client_streams, server_streams = streams
+            app = server._lowlevel_server
+
+            async def serve() -> None:
+                await app.run(
+                    server_streams[0],
+                    server_streams[1],
+                    app.create_initialization_options(),
+                )
+
+            task = asyncio.create_task(serve())
+            try:
+                with anyio.fail_after(30):
+                    async with ClientSession(
+                        client_streams[0], client_streams[1]
+                    ) as client:
+                        await client.initialize()
+                        tools = await client.list_tools()
+                        names = {t.name for t in tools.tools}
+                        assert "sevm_start_session" in names
+                        assert "sevm_find_bytes" in names
+                        started = await client.call_tool(
+                            "sevm_start_session",
+                            {
+                                "target": "example.py",
+                                "reference_runtime_hex": "0x6000",
+                                "provenance": True,
+                            },
+                        )
+                        import json
+
+                        assert json.loads(started.content[0].text) == {
+                            "target": "example.py",
+                            "reference_runtime_hex": "0x6000",
+                            "provenance": True,
+                        }
+                        res = await client.call_tool("sevm_get_status", {})
+                        # dict returns serialise as JSON text content (no output
+                        # schema is declared, so there is no structuredContent).
+                        payload = json.loads(res.content[0].text)
+                        assert "sevm_start_session" in payload.get("error", "")
+            finally:
+                task.cancel()
+                with contextlib.suppress(asyncio.CancelledError):
+                    await task
+
+    asyncio.run(scenario())
+
+
+# ==================================================================
+# provenance and bytecode parity
+# ==================================================================
+
+
+def test_provenance_calldata_origin(lab):
+    driver, script = lab
+    driver.start(script, provenance=True)
+    driver.set_breakpoint("inc")
+    driver.continue_execution()
+    # Stop right before a CALLDATALOAD, execute exactly it, then ask why.
+    for _ in range(200):
+        report = driver.step_opcodes(1)
+        if report.get("mnemonic") == "CALLDATALOAD":
+            driver.step_opcodes(1)
+            break
+    else:
+        pytest.fail("no CALLDATALOAD reached inside inc()")
+    why = driver.why_stack(0)
+    kinds = [origin["kind"] for origin in why["origins"]]
+    assert "calldata" in kinds
+    assert any("calldata[" in origin["detail"] for origin in why["origins"])
+
+
+def test_export_trace_structlog_shape(lab):
+    driver, script = lab
+    driver.start(script, provenance=True)
+    driver.step_opcodes(10)
+    trace = driver.export_trace(limit=4)
+    assert trace["total"] >= 10
+    assert len(trace["structLogs"]) == 4
+    assert trace["truncated"] is True
+    row = trace["structLogs"][0]
+    assert {"pc", "op", "gas", "gasCost", "depth", "stack", "memSize"} <= set(row)
+    written = driver.export_trace(
+        path=os.path.join(os.path.dirname(script), "trace.json")
+    )
+    assert written["written"] == written["total"]
+
+
+def test_structlog_stack_is_pre_opcode_and_bottom_first():
+    from sevm.session.provenance import Provenance
+
+    trace = Provenance()
+    trace.enabled = True
+    trace.record(
+        step=1,
+        pc=2,
+        opcode=1,
+        mnemonic="ADD",
+        depth=0,
+        gas_before=100,
+        gas_remaining=97,
+        mem_size=0,
+        before=[1, 2],
+        after=[3],
+    )
+    assert trace.structlog()["structLogs"][0]["stack"] == [
+        "0x" + "0" * 63 + "1",
+        "0x" + "0" * 63 + "2",
+    ]
+
+
+def test_parity_verdicts(lab):
+    from sevm.compile import compare_runtime
+
+    driver, script = lab
+    driver.start(script)
+    session = driver._session
+    art = next(a for a in session.project.artifacts.values() if a.deployed_bytecode)
+    exact = compare_runtime(art, art.deployed_bytecode)
+    assert exact["match"] is True and exact["difference"] == "none"
+    # A different metadata tail is not a divergence: strip the real one and
+    # append another valid `<cbor> <uint16 be length>` tail.
+    from sevm.compile.model import _strip_metadata
+
+    body = _strip_metadata(art.deployed_bytecode)
+    alt_meta = bytes([0xA2, 0x64, 0x69, 0x70, 0x66, 0x73])
+    tail = compare_runtime(art, body + alt_meta + len(alt_meta).to_bytes(2, "big"))
+    assert tail["match"] is True
+    # One flipped byte inside the code is, at its offset.
+    flipped = bytearray(art.deployed_bytecode)
+    flipped[10] ^= 0xFF
+    diverged = compare_runtime(art, bytes(flipped))
+    assert diverged["match"] is False
+    assert diverged["first_diff_offset"] == 10
+    # The MCP wrapper agrees on the running contract.
+    verdict = driver.check_parity("0x" + art.deployed_bytecode.hex())
+    assert verdict["match"] is True
+    assert verdict["contract"]
+
+
+def test_parity_hard_fails_session_start(lab):
+    driver, script = lab
+    session_probe = DebugDriver(timeout=60)
+    session_probe.start(script)
+    art = next(
+        a
+        for a in session_probe._session.project.artifacts.values()
+        if a.deployed_bytecode
+    )
+    flipped = bytearray(art.deployed_bytecode)
+    flipped[4] ^= 0x01
+    with pytest.raises(Exception, match="parity failed"):
+        driver.start(script, reference_runtime_hex="0x" + bytes(flipped).hex())
+    session_probe.stop()
diff --git a/tests/test_stepping.py b/tests/test_stepping.py
index 0dd6908..3b4b864 100644
--- a/tests/test_stepping.py
+++ b/tests/test_stepping.py
@@ -131,22 +131,30 @@ def test_loop_iterates_with_next(bank):
     tx = contract.functions.deposit().transact(
         {"from": alice.address, "value": w3.to_wei(1, "ether"), "gas": 300_000}
     )
-    w3.eth.wait_for_transaction_receipt(tx)
+    receipt = w3.eth.wait_for_transaction_receipt(tx)
+    assert receipt.status == 1
+    assert contract.functions.history(0).call() == w3.to_wei(1, "ether")
+    assert contract.functions.sumHistory().call() == w3.to_wei(1, "ether")
 
     def txfn():
         contract.functions.sumHistory().call()
 
     dbg = Debugger(proj_, txfn)
     try:
+        assert dbg.snap.backtrace[0].name.startswith("Bank.sumHistory")
         body = line_of(proj_, "total += history[i];")
         hits = 0
+        visited = [(dbg.snap.pc, dbg.snap.line, dbg.snap.stop_reason)]
         for _ in range(24):
             event = dbg.step(StepMode.NEXT)
             if isinstance(event, Finished):
                 break
+            visited.append(
+                (event.snapshot.pc, event.snapshot.line, event.snapshot.stop_reason)
+            )
             if event.snapshot.line == body:
                 hits += 1
-        assert hits >= 1, "the loop body should be reached"
+        assert hits >= 1, f"the loop body should be reached: {visited}"
     finally:
         dbg.close()
 
diff --git a/uv.lock b/uv.lock
index c316056..7585bca 100644
--- a/uv.lock
+++ b/uv.lock
@@ -5,9 +5,18 @@ resolution-markers = [
     "python_full_version >= '3.15' and implementation_name == 'cpython'",
     "python_full_version >= '3.15' and implementation_name == 'pypy'",
     "python_full_version >= '3.15' and implementation_name != 'cpython' and implementation_name != 'pypy'",
-    "python_full_version < '3.15' and implementation_name == 'cpython'",
-    "python_full_version < '3.15' and implementation_name == 'pypy'",
-    "python_full_version < '3.15' and implementation_name != 'cpython' and implementation_name != 'pypy'",
+    "python_full_version == '3.14.*' and implementation_name == 'cpython'",
+    "python_full_version >= '3.12' and python_full_version < '3.14' and implementation_name == 'cpython' and sys_platform == 'emscripten'",
+    "(python_full_version >= '3.11' and python_full_version < '3.14' and implementation_name == 'cpython' and sys_platform != 'emscripten') or (python_full_version == '3.11.*' and implementation_name == 'cpython' and sys_platform == 'emscripten')",
+    "python_full_version < '3.11' and implementation_name == 'cpython'",
+    "python_full_version == '3.14.*' and implementation_name == 'pypy'",
+    "python_full_version >= '3.12' and python_full_version < '3.14' and implementation_name == 'pypy' and sys_platform == 'emscripten'",
+    "(python_full_version >= '3.11' and python_full_version < '3.14' and implementation_name == 'pypy' and sys_platform != 'emscripten') or (python_full_version == '3.11.*' and implementation_name == 'pypy' and sys_platform == 'emscripten')",
+    "python_full_version < '3.11' and implementation_name == 'pypy'",
+    "python_full_version == '3.14.*' and implementation_name != 'cpython' and implementation_name != 'pypy'",
+    "python_full_version >= '3.12' and python_full_version < '3.14' and implementation_name != 'cpython' and implementation_name != 'pypy' and sys_platform == 'emscripten'",
+    "(python_full_version >= '3.11' and python_full_version < '3.14' and implementation_name != 'cpython' and implementation_name != 'pypy' and sys_platform != 'emscripten') or (python_full_version == '3.11.*' and implementation_name != 'cpython' and implementation_name != 'pypy' and sys_platform == 'emscripten')",
+    "python_full_version < '3.11' and implementation_name != 'cpython' and implementation_name != 'pypy'",
 ]
 
 [[package]]
@@ -191,6 +200,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/99/91/8acff4f5e50511b911bbccb72b8628a49c68ce14148cd9f6431094859a90/annotated_types-0.8.0-py3-none-any.whl", hash = "sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0", size = 13427, upload-time = "2026-07-23T20:16:12.938Z" },
 ]
 
+[[package]]
+name = "anyio"
+version = "4.15.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
+    { name = "idna" },
+    { name = "typing-extensions", marker = "python_full_version < '3.15'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a9/d2/f4d173e22df740bc37b1db102b386ba719b66e95b0f0d751f556b387e6d2/anyio-4.15.1.tar.gz", hash = "sha256:9f28306018cbd6d329e64a36d58256edff76dd996fe423bc957326e578b82a94", size = 276966, upload-time = "2026-09-05T10:42:39.44Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/12/b8/4bd346e22b28902df4d651910f5242c28d84e4a5c2435ca5c3f797ed7e2e/anyio-4.15.1-py3-none-any.whl", hash = "sha256:6152fdbbf9a77fdec97731721bebf7c4c44f7c29b424b0065826173efc7ed101", size = 132079, upload-time = "2026-09-05T10:42:37.923Z" },
+]
+
 [[package]]
 name = "ast-serialize"
 version = "0.8.0"
@@ -368,6 +391,116 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/0b/a7/71ac2cff56fec219ed242bb11b8efb69fcc4bec75db06fb7bfe35de520e6/certifi-2026.7.22-py3-none-any.whl", hash = "sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775", size = 136983, upload-time = "2026-07-22T03:35:11.276Z" },
 ]
 
+[[package]]
+name = "cffi"
+version = "2.1.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pycparser", marker = "implementation_name != 'PyPy'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/9e/ef/008a1939e372c06329a3fce4279c02f328488f3526744906eeec3da7ad5f/cffi-2.1.1.tar.gz", hash = "sha256:dd31f52ea1086513bb9df30f8fcee9b8918323ae067a3d5b78bc826a000712be", size = 530807, upload-time = "2026-08-03T21:21:18.939Z" }
+wheels = [
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 version = "0.16.4"
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 version = "0.1.0"
 source = { editable = "." }
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     { name = "pygments" },
@@ -2285,11 +2917,13 @@ dev = [
 
 [package.metadata]
 requires-dist = [
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 ]
 
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