# repofit (pypi · repofit)

Find GitHub projects that fit you, using what your coding agents already know about you.

- Trust score: 51/100 (low)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- pypi · `repofit`: 51/100 (this document), [markdown](https://verifymcp.io/servers/pth2002-repofit/repofit.md), [page](https://verifymcp.io/servers/pth2002-repofit/repofit)

## Channel facts

- Registry: `pypi`
- Package: `repofit`
- 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 2026-11-05.

- **Supply Chain Security**: 50/100
  - Malware scan not yet available for this package.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs hatchling.build at install time, a recognised build step with no custom scripting around it.
  - No production dependencies, so there is no dependency health to assess.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 1 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 62/100
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 637 tokens (~63/item across 10 items; 10 tools + 0 resources), lean.
  - 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**: 87/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 60% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 10 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 11 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 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

### How do I install the repofit MCP server?

repofit runs locally as a PyPI package, launched with uvx repofit. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add pth2002-repofit -- uvx repofit
```

### Cursor

```json
{
  "mcpServers": {
    "pth2002-repofit": {
      "command": "uvx",
      "args": [
        "repofit"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "pth2002-repofit": {
      "command": "uvx",
      "args": [
        "repofit"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add pth2002-repofit -- uvx repofit
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "pth2002-repofit": {
      "type": "local",
      "command": [
        "uvx",
        "repofit"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add pth2002-repofit --command uvx --arg repofit
```

### Hermes

```yaml
mcp_servers:
  pth2002-repofit:
    command: "uvx"
    args: ["repofit"]
```

### Netclaw

```json
{
  "McpServers": {
    "pth2002-repofit": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "repofit"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add pth2002-repofit -t stdio -c uvx -a repofit
```

### Other

```json
{
  "mcpServers": {
    "pth2002-repofit": {
      "command": "uvx",
      "args": [
        "repofit"
      ]
    }
  }
}
```

## 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.

### 2026-11-03 (score 51)

First indexed and scored.

## MCP tools (10)

### `get_evidence` (~114 tokens)

Read the user's agent history

Collect what the user's local coding agents know (installed tools, memory files and, at level L2, the user's own session messages), redacted and numbered, with instructions for writing a profile. Long results come in parts.

Input parameters:

- `days` (integer): only sessions from the last N days
- `level` (string): L0 installed tools; L1 adds memory and instruction files (default); L2 adds session messages and tool calls
- `part` (integer): which part to return; start with 1

### `save_profile` (~45 tokens)

Save the profile

Save the profile JSON written from get_evidence. Refs that do not exist are dropped. Returns the profile and the instructions for the search expansion.

Input parameters:

- `synthesis` (object, required)

### `save_expansion` (~29 tokens)

Save search expansion

Save the search terms and project names written for each profile entry.

Input parameters:

- `expansion` (object, required)

### `show_profile` (~13 tokens)

Show the profile

Show the saved profile.

### `find_candidates` (~91 tokens)

Find candidate repositories

Retrieve candidate GitHub repositories for the profile and return them with ranking instructions. Long results come in parts.

Input parameters:

- `language` (string): language for the explanations, e.g. English, Chinese
- `part` (integer): which part to return; start with 1
- `pool` (integer): how many candidates (default 30)
- `top` (integer): how many picks (default 10)

### `save_recommendations` (~52 tokens)

Save recommendations

Save the ranking JSON written from find_candidates. Picks that name unknown candidates or profile entries are dropped. Returns the recommendations to show the user.

Input parameters:

- `answer` (object, required)
- `top` (integer)

### `show_recommendations` (~16 tokens)

Show recommendations

Show the last saved recommendations.

### `check_repo` (~58 tokens)

Check one repository

Judge whether one GitHub repository fits the user: its facts, whether they already use it, and which profile entries it matches. Looks the repo up on GitHub if it is not indexed.

Input parameters:

- `repo` (string, required): owner/name or URL

### `search_repos` (~55 tokens)

Search repositories

Keyword search over the indexed GitHub repositories, leaving out what the user already uses.

Input parameters:

- `include_used` (boolean): also list repos the user already uses
- `limit` (integer)
- `query` (string, required)

### `unused_tools` (~20 tokens)

Unused installed tools

List installed MCP servers and skills that no session ever called.

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/pth2002-repofit/repofit#diagnostics

## Score history

- 2026-11-05: 51
- 2026-11-04: 51
- 2026-11-03: 51

## Common questions

### What is the repofit MCP server?

repofit is an MCP server listed in the public MCP registry as io.github.pth2002/repofit. Find GitHub projects that fit you, using what your coding agents already know about you. This page covers its PyPI package (repofit).

### Is the repofit MCP server safe to use?

repofit scores 51 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the repofit MCP server expose?

repofit exposes 10 tools: get_evidence, save_profile, save_expansion, show_profile, find_candidates, and 5 more. Their descriptions and schemas cost roughly 493 tokens of context every time the server is loaded.

### Is the repofit MCP server still maintained?

repofit is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What licence is the repofit MCP server under?

repofit declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- PyPI project: https://pypi.org/project/repofit/
- Socket report: https://socket.dev/pypi/package/repofit
- Repository: https://github.com/pth2002/repofit
- Changelog RSS feed: https://verifymcp.io/servers/pth2002-repofit/repofit.xml
- Changelog JSON feed: https://verifymcp.io/servers/pth2002-repofit/repofit.json
- HTML version of this page: https://verifymcp.io/servers/pth2002-repofit/repofit