# oss-contribution-advisor-mcp

> oss-contribution-advisor-mcp — sonali1103-oss-contribution-advisor-mcp. Use this tool when you need to find meaningful open-source contributions that align with your interests and skills. It solves the problem of discovering impactful issues to work on by semantically matching your preferences with suitable projects, scoring repository health, and ranking them by real downstream impact. The tool takes in developer interests and outputs a ranked list of open-source issues worth contributing to.

Canonical page: https://skillsregistry.net/skills/sonali1103-oss-contribution-advisor-mcp  
JSON: https://api.skillsregistry.net/v1/skills/sonali1103-oss-contribution-advisor-mcp

## Description

An MCP server that helps developers find open-source issues worth contributing to by semantically matching interests, scoring repository health, and ranking by real downstream impact.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-04

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-04

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/pfv82l2b0r)
- **Repository:** <https://github.com/sonali1103/oss-contribution-advisor-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "sonali1103-oss-contribution-advisor-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/sonali1103-oss-contribution-advisor-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/sonali1103-oss-contribution-advisor-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt