Skip to main content

Python 3.11+ License MIT PRs Welcome

reforge-mcp

An MCP server that connects Claude Code to your codebase and systematically cleans it up — scanning, planning, and applying fixes one reversible file at a time.


CI

What it does

Vibe-coded repos accumulate fast: functions nobody calls, copy-pasted logic in three files, one 900-line god module that does everything, circular imports that break at runtime. Spotting this manually takes hours; fixing it safely takes longer. reforge-mcp exposes your codebase to Claude Code as a set of structured tools so it can analyse, prioritise, and apply fixes autonomously — one atomic commit at a time.

The 10 MCP tools

Tool What it does
scan_repo AST-parses your repo (Python, JS, TS, Go) and returns dead code, duplicates, god files, the dependency graph with any cycles, and monorepo subprojects
get_chunk Reads an exact line-range slice from any file — lets Claude fetch only what it needs without blowing its context window
write_fix Applies a unified diff, runs an optional test command, and rolls the file back if either the diff or the tests fail
git_commit Stages and commits a named list of files; enforces a per-session budget and confirmation checkpoints
read_memory Reads a value from reforge-state.json — architecture hypotheses, fix log, pending work, health history
write_memory Writes any value atomically to reforge-state.json
infer_architecture Scans, then guesses the project's shape (REST API, CLI, library, web frontend), its entry points and logical modules, and stores the result as architecture_hypothesis
score_risk Scores how dangerous it is to change one symbol, 0–100, from inbound references, test coverage, file size and circular deps — with a recommendation string
get_health_score Computes a 0–100 health score from scan metrics and appends a timestamped entry to the project's health history
generate_changelog Writes REFORGE_CHANGES.md from the current session state, with the score delta, fixes applied and pending items

Status

The five analyses scan_repo reports — dead code, duplicates, god files, the dependency graph and cycle detection — are each covered by tests and verified by running the scanner against this repository. Python is the best-exercised language by a distance; the JavaScript, TypeScript and Go adapters share the same machinery but have far less test coverage, so treat their findings as indicative. write_fix will not apply a diff that does not match the file.

Also included

  • Health score trending — every get_health_score call appends to health_history so you can chart improvement over time
  • Persistent memory — reforge-state.json survives across Claude Code sessions; stores the architecture hypothesis, fix log and pending work
  • Monorepo support — scan_repo detects Python, JavaScript, TypeScript, Go and Kotlin subprojects from their marker files and returns the correct test_command per subproject
  • Changelog generation — REFORGE_CHANGES.md is written on demand with score deltas, applied fixes, and pending items

Installation

Prerequisites: Python 3.11+, Claude Code CLI, Git

pip install reforge-mcp

From source

git clone https://github.com/codewithaiyan/reforge-mcp.git
cd reforge-mcp
python3 -m venv venv
source venv/bin/activate          # Windows: venv\Scripts\activate
pip install -e .

Register it with Claude Code

claude mcp add reforge -- reforge-mcp

If reforge-mcp is not on your PATH — which is usual when you installed into a virtualenv — give the absolute path instead:

which reforge-mcp                 # Windows: where reforge-mcp
claude mcp add reforge -- /path/from/the/line/above

claude mcp list should then show reforge, and the ten tools become available in your next session. No API key is needed: the server does no network calls and Claude Code supplies the model.

Using the Claude desktop app instead

Add it to claude_desktop_config.json (~/Library/Application Support/Claude/ on macOS, %APPDATA%\Claude\ on Windows, ~/.config/claude/ on Linux):

{
  "mcpServers": {
    "reforge": {
      "command": "/absolute/path/to/reforge-mcp",
      "args": [],
      "env": {}
    }
  }
}

Usage

Example session with Claude Code

You: Use reforge-mcp to scan my repo at /home/me/myproject and fix the top issues.

Claude: I'll start with a full scan.

[calls scan_repo("/home/me/myproject")]

The scan found:
- 14 dead functions across 6 files
- 3 duplicate implementations of `calculate_discount`
- 1 god file: src/api/handlers.py (847 lines, 23 exports)
- 2 circular dependencies: auth → middleware → auth

Health score: 47/100

Let me fetch the duplicate implementations to confirm they're identical.

[calls get_chunk("src/billing/utils.py", start_line=12, end_line=28)]
[calls get_chunk("src/cart/helpers.py", start_line=5, end_line=21)]

Confirmed — identical bodies. I'll keep the one in src/billing/utils.py and have
src/cart/helpers.py import it.

[calls write_fix("src/cart/helpers.py", diff_str="...", test_command="pytest")]
[calls git_commit("/home/me/myproject", files=["src/cart/helpers.py"], message="refactor: drop duplicate calculate_discount")]

Committed: a3f91c2. Running next fix...

Sample scan_repo output

Real output, not an illustration. The repository behind it is four files: calculate_discount copy-pasted into src/pricing.py and src/cart.py, an unused parse_legacy_csv and _old_validate, and auth.py and middleware.py importing each other.

{
  "summary": {
    "total_files": 4,
    "total_functions": 7,
    "total_classes": 0,
    "total_imports": 3,
    "total_lines": 41,
    "languages_detected": ["python"]
  },
  "dead_code": [
    { "symbol": "_old_validate",    "file": "auth.py",        "line": 8 },
    { "symbol": "checkout",         "file": "src/cart.py",    "line": 10 },
    { "symbol": "parse_legacy_csv", "file": "src/pricing.py", "line": 7 }
  ],
  "duplicates": [
    {
      "hash": "0a764010605b675494ce6d70c89bb5da7bf02f63589dd69d232c1b057c76569f",
      "locations": [
        { "file": "src/cart.py",    "line": 4, "name": "calculate_discount" },
        { "file": "src/pricing.py", "line": 1, "name": "calculate_discount" }
      ]
    }
  ],
  "god_files": [],
  "dep_graph": {
    "nodes": ["auth.py", "middleware.py", "src/cart.py", "src/pricing.py"],
    "edges": [
      { "from": "auth.py", "to": "middleware.py" },
      { "from": "middleware.py", "to": "auth.py" }
    ],
    "circular": [["auth.py", "middleware.py", "auth.py"]]
  },
  "subprojects": []
}

checkout is reported dead because nothing in those four files calls it — which is what the tool promises, and a reminder that a finding is a question for Claude to answer, not an instruction. On a monorepo, subprojects fills in from the marker files it finds:

"subprojects": [
  { "root": "frontend",        "language": "javascript", "test_command": "npm test" },
  { "root": "services/worker", "language": "go",         "test_command": "go test ./..." }
]

Paths use your platform's separator, so they come back with backslashes on Windows.

Sample REFORGE_CHANGES.md

# Reforge Changes

*Generated: 2025-05-02T14:33:00+00:00*

**Health score:** 73.5 (+26.5 from previous scan)

## Fixes Applied

- refactor: consolidate duplicate calculate_discount
- fix: remove dead parse_legacy_csv from src/importers/csv.py
- refactor: split handlers.py into auth_handlers.py and order_handlers.py

## Pending Fixes

- resolve circular dep: src/auth/__init__.py ↔ src/middleware/auth.py
- remove _old_validate from src/models/user.py

How it works

Reforge works in three phases:

1. Scan

scan_repo walks the repository with parse_directory, feeding each source file to the appropriate tree-sitter adapter (Python, JavaScript/TypeScript, Go or Kotlin). Tree-sitter builds a full AST — unlike regex, it understands nested scope, decorators, arrow functions, and generics. The adapters extract functions, classes, and imports into typed dataclasses.

Each parsed file also reports every name it uses, collected from the AST while skipping each definition's own name and the contents of comments and strings. From the parse results, three analyses run:

  • Dead code — functions whose name appears in nobody's reference set. Matching is by name, not resolved symbol, so a repo-wide name collision hides a finding: a missed one costs nothing, a wrong one costs you working code. Exempt: dunder methods, conventional entry points, test_*, anything listed in __all__, and anything carrying a decorator that is not a pure modifier like @property — a framework calls its registered functions without naming them anywhere a parser can see
  • Duplicates — functions whose normalised bodies share the same SHA-256 hash. One-line methods that several classes implement identically are treated as interface conformance, not copy-paste
  • God files — non-test files over 500 lines or with more than 10 top-level definitions. Methods do not count towards that total

A dependency graph is built from resolved imports — from x import y, bare import x, relative from ..pkg import y, and JS/TS ./path forms — and checked for cycles with DFS. Imports that resolve outside the repository are external and get no edge. Monorepo subprojects are discovered by scanning subdirectories for marker files (pyproject.toml, package.json, go.mod, tsconfig.json).

2. Plan

Claude Code receives the structured scan report and uses get_chunk to read specific line ranges before deciding what to fix and in what order. The architecture hypothesis, pending fix queue, and health history are all persisted in reforge-state.json via read_memory / write_memory so the plan survives a session restart.

3. Fix

write_fix applies a unified diff atomically:

  1. Creates a .bak backup of the target file
  2. Parses the diff into hunks and checks every hunk's context and removed lines against the file at the position its header claims
  3. Applies the hunks with line-offset tracking — or, if any hunk failed that check, writes nothing at all
  4. Runs the optional test command (validated against the allowlist)
  5. On any failure — a diff that does not match the file, test exit ≠ 0 — restores from .bak and returns rolled_back: true

git_commit stages only the listed files and creates an atomic commit via GitPython. It reads session_budget and confirm_every from reforge.toml and enforces them: once the session budget is exceeded commits are blocked; at every confirm_every checkpoint the tool returns needs_confirmation: true and waits for confirmed: true before proceeding. The count is held per repository for the life of the server process, so restarting the server starts a new session.


Security

Boundary Mechanism
Path traversal Every file path is validated against repo_root before any read or write — paths that escape the repo root are rejected with SecurityError
Binary / lock files should_skip_file() blocks binaries, images, minified bundles, lock files and anything over 500 KB before it is parsed, read or patched
Test command injection write_fix validates test_command against an explicit allowlist (pytest, python3 -m pytest, npm test, go test ./..., etc.) before executing
Atomic state writes reforge-state.json is always written via .tmp → rename — a crash mid-write leaves an orphaned .tmp, not a corrupt file; startup_tasks() cleans these on boot
Mismatched diffs apply_diff rebuilds each hunk's expected old lines from its context and - lines and compares them against the file before mutating anything — a stale or wrong diff is rejected whole, leaving the file byte-identical
Runaway test commands The test command runs with no shell, with stdin closed and its output going to a file rather than a pipe. A prompt it cannot answer, or a grandchild process holding a pipe open, used to hang the server past its own timeout
No network calls The server makes zero outbound network requests; all analysis is local

Contributing

# Clone and install
git clone https://github.com/codewithaiyan/reforge-mcp.git
cd reforge-mcp
python3 -m venv venv && source venv/bin/activate
pip install -e ".[dev]"

# Run the full test suite
pytest

# Run with coverage
pytest --cov=src --cov-report=term-missing

Project structure

reforge-mcp/
├── src/reforge_mcp/
│   ├── server.py              # FastMCP server — registers all 10 tools
│   ├── tools/
│   │   ├── scan.py            # scan_repo, get_health_score, monorepo detection
│   │   ├── chunk.py           # get_chunk — line-range file reads
│   │   ├── fix.py             # write_fix — diff apply + rollback
│   │   └── git.py             # git_commit — atomic commits with budget enforcement
│   ├── scanner/
│   │   ├── parser.py          # tree-sitter adapters (Python, JS/TS, Go) + reference collection
│   │   ├── dead_code.py       # unreferenced symbol detection
│   │   ├── duplicates.py      # body-hash duplicate detection
│   │   ├── architecture.py    # project-shape inference
│   │   ├── risk.py            # per-symbol change risk
│   │   └── adapters/          # per-language project-detection stubs
│   └── utils/
│       ├── state.py           # reforge-state.json load/save, gitignore, changelog
│       ├── security.py        # path validation, file guard, command allowlist
│       └── diff.py            # unified diff parser and applier
├── tests/                     # one file per module, plus test_end_to_end.py
│   ├── test_parser.py         #   which drives scan -> fix -> commit for real
│   ├── test_dead_code.py
│   ├── test_duplicates.py
│   ├── test_dep_graph.py
│   ├── test_god_files.py
│   ├── test_diff.py
│   ├── test_fix.py
│   ├── test_git.py
│   ├── test_chunk.py
│   ├── test_memory.py
│   ├── test_monorepo.py
│   ├── test_scanner.py
│   └── test_security.py
├── pyproject.toml
└── reforge.toml               # optional per-repo config

reforge.toml reference

[scan]
ignore = ["generated", "vendor"]   # added to the built-in skip list

[fix]
confirm_every  = 5       # pause for confirmation every N commits
session_budget = 20      # max commits per session, per repo, before a hard stop

Those three keys are the whole file. Every one of them is read.


Changelog

See CHANGELOG.md. If you used 0.1.0, re-scan: three of the four analyses returned meaningless output.

License

MIT — see LICENSE.

Metadata

Release files for reforge-mcp 0.2.9

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for reforge-mcp 0.2.9
File Size Uploaded Provenance
reforge_mcp-0.2.9.tar.gz 200.4 kB With provenance Details

Built distribution (wheel)

Table of built distributions (wheels) for reforge-mcp 0.2.9
File Interpreter ABI Platform
reforge_mcp-0.2.9-py3-none-any.whl Python 3 none any Details

Total release size: 256.9 kB

Release files / reforge_mcp-0.2.9.tar.gz

Download URL reforge_mcp-0.2.9.tar.gz
Size 200.4 kB
Tags Source
SHA-256 checksum
How to use checksums
f8eef497b9ed1e3a97c9bc8983b85820055dba3c1fb08a242b79bb4212d6c7ee
BLAKE2b-256 checksum
How to use checksums
b7e01ba0741395695ddf21c9f0e46339c6a05d4288991d7ede84c00280ac4139
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 24, 2026.

Transparency log

Release files / reforge_mcp-0.2.9-py3-none-any.whl

Download URL reforge_mcp-0.2.9-py3-none-any.whl
Size 56.6 kB
Tags Python 3
SHA-256 checksum
How to use checksums
051f3af45865507cff0dfcf479844e0d6bf418419505a572bd8d317d2e935cac
BLAKE2b-256 checksum
How to use checksums
2f94f962cfa4120046c822ef8468ef21f3619d9b14d712a879361c981ba24ce4
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 24, 2026.

Transparency log

Security for reforge-mcp 0.2.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Full provenance

All 2 files in this release have been uploaded with provenance metadata.

Select from 2 files

Attestation for reforge_mcp-0.2.9.tar.gz

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 24, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page