Skip to main content
AllMCPs
BrowseBestCategoriesStackCompareToolsGuidesBlog
Log in Submit MCP

Stay in the loop

Get new MCP servers and top picks in your inbox.

AllMCPs

The open directory for discovering and installing Model Context Protocol servers.

AllMCPs on GitHub (opens in a new tab)
Launched onTiny Startupstinystartups.com
Explore
  • Browse servers
  • Best MCP servers
  • Categories
  • MCP clients
  • Agent prompts
  • Stack Builder
  • Compare servers
  • Random discovery New
  • Submit a server
  • Pricing & Boost Boost
Learn
  • Guides hub
  • What is MCP?
  • Install guide
  • Build an MCP server
  • Deploy an MCP server
  • Security guide
  • Troubleshooting
  • MCP for SEO & AEO
  • Protocol versioning
  • Blog & updates
Tools
  • All developer tools
  • Config generator
  • Config validator
  • Config auditor
  • MCP playground
  • Token calculator
  • OpenAPI β†’ MCP
  • Badge generator
For agents
  • REST API docs
  • Trust & traffic Live
  • Remote MCP server SSE β†— (opens in a new tab)
  • llms.txt β†— (opens in a new tab)
  • Catalog JSON β†— (opens in a new tab)
Company
  • About
  • Advertise Sponsor
  • Contact
  • GitHub β†— (opens in a new tab)
  • Terms
  • Privacy
AllMCPs VerifiedAllMCPs VerifiedFeatured on Nick LaunchesFeatured on Nick LaunchesLaunch Llama NewsletterLaunch Llama NewsletterVerified DR - allmcps.comVerified DR - allmcps.comFeatured on SaaSGrowFeatured on SaaSGrowFeatured on Twelve ToolsFeatured on Twelve ToolsFeatured on Saaspa.geFeatured on Saaspa.geFeatured on Findly.toolsFeatured on Findly.toolsFeatured on Startup FameFeatured on Startup FameFeatured on LaunchKiwiFeatured on LaunchKiwiFeatured on ScrollLaunchFeatured on ScrollLaunchFeatured on DailyPingsFeatured on DailyPingsFazier badgeFazier badgeFeatured on NewTool.siteFeatured on NewTool.siteFeatured on saasfame.comFeatured on saasfame.comDR Checker - Domain RatingDR Checker - Domain RatingListed on Turbo0Listed on Turbo0Launched on LaunchBoard - Product Launch PlatformLaunched on LaunchBoard - Product Launch PlatformList on SimilarlabsList on Similarlabshttps://codetrendy.comhttps://codetrendy.comListed on DevTool.ioFeatured on BuildlistFeatured on BuildlistLaunched on Tiny StartupsFeatured on ShowMeBestAIFeatured on ShowMeBestAIFind us on LaunchZoneFind us on LaunchZoneAllMCPs VerifiedAllMCPs VerifiedFeatured on Nick LaunchesFeatured on Nick LaunchesLaunch Llama NewsletterLaunch Llama NewsletterVerified DR - allmcps.comVerified DR - allmcps.comFeatured on SaaSGrowFeatured on SaaSGrowFeatured on Twelve ToolsFeatured on Twelve ToolsFeatured on Saaspa.geFeatured on Saaspa.geFeatured on Findly.toolsFeatured on Findly.toolsFeatured on Startup FameFeatured on Startup FameFeatured on LaunchKiwiFeatured on LaunchKiwiFeatured on ScrollLaunchFeatured on ScrollLaunchFeatured on DailyPingsFeatured on DailyPingsFazier badgeFazier badgeFeatured on NewTool.siteFeatured on NewTool.siteFeatured on saasfame.comFeatured on saasfame.comDR Checker - Domain RatingDR Checker - Domain RatingListed on Turbo0Listed on Turbo0Launched on LaunchBoard - Product Launch PlatformLaunched on LaunchBoard - Product Launch PlatformList on SimilarlabsList on Similarlabshttps://codetrendy.comhttps://codetrendy.comListed on DevTool.ioFeatured on BuildlistFeatured on BuildlistLaunched on Tiny StartupsFeatured on ShowMeBestAIFeatured on ShowMeBestAIFind us on LaunchZoneFind us on LaunchZone
Β© 2026 Jackalope Digital LLC. All rights reserved.
  1. Home
  2. πŸ’» Developer Tools
  3. Safe Fix MCP
S
Health: ActiveRecent health check succeeded.Last checked 9/8/2026, 12:31:13 AM

Safe Fix MCP

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View Repository1 GitHub StarsTotal stargazers on GitHub for the source repository (1 stars).

Finds real dead code and proposes a safe, test-gated branch+PR to remove it.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag β€” we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Client Config & Setup

Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "safe-fix-mcp": {
      "command": "uvx",
      "args": [
        "safe-fix-mcp"
      ]
    }
  }
}

πŸ’‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Tool Schemas (2) Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Capabilities & Tool Schemas (2) ~1 tokensApproximate context cost of this server’s tool schemas (~4 chars/token), before any tool is called. Actual usage depends on your client and model.Self-reported Self-reportedParsed from the repository README, not verified against a live server β€” may be incomplete or out of date.

Inspect callable tools, capabilities, and parameters exposed to AI agents by Safe Fix MCP.

z

Callable MCP tool function

gh

Callable MCP tool function

Documentation Overview

safe-fix-mcp

PyPI License: MIT

A real MCP server that finds dead code in a Python repository and proposes a branch + PR for the one class of finding that's actually safe to auto-remove: unused imports on a single-name import line. Everything else it finds β€” unused functions, classes, unused dependencies β€” stays report-only. A human always merges. This tool never merges anything itself.

Why this exists

Most "dead code" tools stop at reporting. The ones that go further usually delete with no safety net. This does neither: it drafts a real, minimal, reviewable PR, gated on the target repo's own full test suite actually passing after the removal β€” not a heuristic, a real pytest run. If the suite fails, nothing is committed or pushed; the repo is left exactly as it started.

Tools

scan_dead_code(repo_path=".", min_confidence=60)

Read-only. Runs vulture (dead code) and deptry (dependency issues) and returns a human-readable list of findings. Never modifies anything.

propose_removal_pr(repo_path=".")

  • Refuses on a dirty working tree β€” never edits on top of uncommitted work.
  • Filters to unused imports at β‰₯90% vulture confidence, on single-name import lines only (from x import y, z is skipped β€” removing the whole line would silently remove z too).
  • Creates a real branch, removes the qualifying imports, runs the repo's real full test suite.
  • Only on a real pass: commits, pushes, and tries to open a PR via gh pr create.
  • If gh isn't installed/authenticated, the branch is still committed and pushed for real β€” only PR creation degrades, with the real error returned so you can open it manually.

Install

Terminal
pip install safe-fix-mcp

Add to your MCP client config (e.g. Claude Code):

Terminal
claude mcp add safe-fix-mcp -- safe-fix-mcp

Or run directly for local testing:

bash
python -m safe_fix_mcp.server

Installing from source instead of PyPI:

Terminal
pip install -e .

Skill

A SKILL.md ships inside this same package β€” not a separate download β€” and teaches Claude when and how to use the two tools correctly (e.g. that propose_removal_pr only ever auto-removes single-name unused imports, never functions/classes/dependencies). Install it into your project:

bash
safe-fix-mcp-install-skill

Run it from the project root you want the skill active in β€” it writes to .claude/skills/safe-fix-mcp/SKILL.md relative to your current directory.

Requirements

  • Python β‰₯ 3.10
  • git on PATH
  • gh (GitHub CLI) on PATH and authenticated, if you want propose_removal_pr to actually open the PR β€” without it, the branch still gets pushed for real, and the tool tells you to open the PR by hand.

Development

Terminal
pip install -e ".[dev]"
pytest

Known limitation

vulture flags scan_dead_code/propose_removal_pr themselves as "unused" β€” a known false-positive class, not a real bug: they're dispatched by the @mcp.tool() decorator at runtime, not called directly anywhere in the source, so static call-graph analysis can't see the real caller (the MCP framework itself).

Verifying it for real

scripts/verify_real_client.py launches the packaged server as a real subprocess and talks to it with the real mcp.client.ClientSession β€” the same path a real MCP client uses. Useful as a smoke test after any change:

bash
python scripts/verify_real_client.py

Read the full README β†’View source on GitHub β†’

Related MCP Servers

View all in Developer Tools View all alternatives
  • Ovecc logoOvecc

    Architecture guardrails for AI-written code: dependency graph, impact, dead code, CI gate

    πŸ’» Developer Tools2 views
    Compare vs Ovecc β†’
  • PraisonAI logoPraisonAI

    AI Agents Framework with Self Reflection and MCP support

    πŸ’» Developer Tools1 views
    Compare vs PraisonAI β†’
  • Codealive MCP logoCodealive MCP

    Semantic code search and analysis from CodeAlive for AI assistants and agents.

    πŸ’» Developer Tools0 views
    Compare vs Codealive MCP β†’
  • TokenSave logoTokenSave

    Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.

    πŸ’» Developer Tools0 views
    Compare vs TokenSave β†’

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks β€” not a rating.

GitHub stars
1
Stargazers on the source repository.
Last commit
17d ago
Most recent push to the default branch.
Tools exposed
2
Callable tools this server registers over MCP.

Reviews

No reviews yet β€” be the first to share how this listing worked for you.

Frequently Asked Questions about Safe Fix MCP

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "safe-fix-mcp": { "command": "npx", "args": ["-y", "safe-fix-mcp"] } }

AllMCPs Directory Badge

Full Badge Customizer

Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:
Live Dynamic SVG PreviewSafe Fix MCP AllMCPs Directory Badge
Markdown (GitHub README)
[![AllMCPs](https://allmcps.com/api/badge/safe-fix-mcp?style=directory)](https://allmcps.com/mcp/safe-fix-mcp)
HTML Embed
<a href="https://allmcps.com/mcp/safe-fix-mcp"><img src="https://allmcps.com/api/badge/safe-fix-mcp?style=directory" alt="Safe Fix MCP on AllMCPs" /></a>

Technical Specs & Signals

CategoryπŸ’»Developer Tools
More technical detailsExpand β–Ύ
TransportSTDIO
RuntimePython
Last updatedAug 21, 2026
Views0
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars1
GitHub Star CountTotal stargazers on GitHub representing community popularity (1 stars).
Last commit17d ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Aug 21, 2026
51Quality signal: Good Β· 51/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools24/30
Adoption & activity4/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

β˜… FeaturedAllMCPs Server logo

AllMCPs Server

The official MCP server for AllMCPs.com - submit and manage tools directly from your AI. The open directory for MCP servers. Connect Claude, Cursor, Windsurf, and AI agents to databases, tools, files, and APIs. Explore 10,000+ servers. AllMCPs is the premier, open directory for discovering, evaluating, and installing Model Context Protocol (MCP) servers to equip AI agents and LLMs with real-world superpowers.

Explore Server β†’

Own this project?

This directory is pre-filled from public sources. Claim via GitHub README, site badge, or DNS TXT to unlock edit access and the Official badge and attach your website β€” proof is checked automatically, then reviewed by our team.

Free dofollow backlink: add your website and place the AllMCPs badge on it β€” no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

Share & Embed

Add our SVG badge (dark/light directory styles) or embeddable widget to your site.

Explore more

More in πŸ’» Developer Tools β†’Best MCP servers for Developers β†’Alternatives to Safe Fix MCP β†’Install in Claude DesktopInstall in CursorInstall in VS Code