# io.github.pamela-0/safe-fix-mcp (pypi · safe-fix-mcp)

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

- Trust score: 63/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-20

## Components

- pypi · `safe-fix-mcp`: 63/100 (this document), [markdown](https://verifymcp.io/servers/pamela-0-safe-fix-mcp/safe-fix-mcp.md), [page](https://verifymcp.io/servers/pamela-0-safe-fix-mcp/safe-fix-mcp)

## Channel facts

- Registry: `pypi`
- Package: `safe-fix-mcp`
- Version: `0.1.1`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-20.

- **Supply Chain Security**: 100/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs hatchling.build at install time, a recognised native-build step with no shell scripting around it.
  - 2 of 35 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 32/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - License check failed: the license (MIT License) isn't a recognized OSI-approved license.
  - Actively maintained (last published 0 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 74/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 405 tokens (~202/item across 2 items; 2 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **Tool Coverage**: 71/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

**Unverified: 1 category.** A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

## Install

### Claude

```bash
claude mcp add pamela-0-safe-fix-mcp -- uvx safe-fix-mcp
```

### Codex

```bash
codex mcp add pamela-0-safe-fix-mcp -- uvx safe-fix-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "pamela-0-safe-fix-mcp": {
      "type": "local",
      "command": [
        "uvx",
        "safe-fix-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add pamela-0-safe-fix-mcp --command uvx --arg safe-fix-mcp
```

### Hermes

```yaml
mcp_servers:
  pamela-0-safe-fix-mcp:
    command: "uvx"
    args: ["safe-fix-mcp"]
```

### Other

```json
{
  "mcpServers": {
    "pamela-0-safe-fix-mcp": {
      "command": "uvx",
      "args": [
        "safe-fix-mcp"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-20 (score 63)

First indexed and scored.

## MCP tools (2)

### `scan_dead_code` (~130 tokens)

Scan a Python repository for real dead code (vulture) and dependency
issues (deptry). Read-only — never modifies anything. Returns a
human-readable list of findings, or "No real candidates found."

repo_path: path to the repository to scan (must contain a
  pyproject.toml for the dependency checks to run; dead-code scanning
  works regardless).
min_confidence: vulture's own confidence threshold (0-100). Lower
  values surface more candidates but more false positives.

Input parameters:

- `min_confidence` (integer)
- `repo_path` (string)

Output parameters:

- `result` (string)

### `propose_removal_pr` (~157 tokens)

Propose a real branch+PR removing only unused imports (single-name
import lines, >= 90% vulture confidence) from a Python repository. Runs
the repo's own full test suite as a safety gate before ever committing
or pushing — a failure there reverts everything and nothing is
committed or pushed. If `gh` isn't available or PR creation otherwise
fails, the branch is still committed and pushed for real; only the PR
itself needs opening manually. A human always merges — this never
merges anything itself.

repo_path: path to a real git repository with a clean working tree
  (uncommitted changes are refused, not overwritten).

Input parameters:

- `repo_path` (string)

Output parameters:

- `result` (string)

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/pamela-0-safe-fix-mcp/safe-fix-mcp#diagnostics

## Score history

- 2026-08-20: 63

## Links

- PyPI project: https://pypi.org/project/safe-fix-mcp/
- Socket report: https://socket.dev/pypi/package/safe-fix-mcp
- Repository: https://github.com/pamela-0/safe-fix-mcp
- Changelog RSS feed: https://verifymcp.io/servers/pamela-0-safe-fix-mcp/safe-fix-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/pamela-0-safe-fix-mcp/safe-fix-mcp.json
- HTML version of this page: https://verifymcp.io/servers/pamela-0-safe-fix-mcp/safe-fix-mcp