# DevMatch MCP server

MCP server for Cursor/Claude Code: paste a JD or README, get ranked engineers by verified work.

## Links
- Registry page: https://www.getdrio.com/mcp/io-github-luca-blight-devmatch
- Website: https://dev-match.xyz

## Install
- Endpoint: https://mcp.dev-match.xyz/mcp
- Auth: Not captured

## Setup notes
- Remote endpoint: https://mcp.dev-match.xyz/mcp

## Tools
- find_candidates - Search the DevMatch index for engineers matching a job description. Pass JD text — formal description, informal request, role brief, paste of a README, or anything in between. The longer + more specific, the better the match. Returns ranked candidates with FULL profile data inline per result: handle, name, bio, location, followers, top_repos, top_topics, matched_projects (with contribution counts), contact info (email + social URLs when available), and candidate_score. You do NOT need to call get_profile for candidates returned here — their profiles are already embedded in the response. Only call get_profile when the user asks about a handle that was NOT in the find_candidates results.

Public github.com repo URLs are also accepted as input (server fetches README + topics + language and uses it as the JD), but ONLY for PUBLIC repos. For private repos, paste the README content directly as the JD string. Endpoint: https://mcp.dev-match.xyz/mcp
- get_profile - Fetch one contributor's profile card when the user mentions a specific GitHub handle that was NOT already returned by find_candidates. Use cases: (a) user types 'tell me about @karpathy'; (b) user references a handle they found elsewhere; (c) user wants to verify someone before outreach. Do NOT call this immediately after find_candidates for handles in those results — find_candidates already returns full profile data inline per candidate (bio, location, contact, top_repos, top_topics).

IMPORTANT — interpreting recent_activities: this field reflects indexed GitHub activity in the current ingestion window (2025–2026), up to ~20 events per recent project. It is NOT a complete career history. Older or empty activity does not mean the person is inactive; they may be outside the index window or not yet enriched. Do not infer tenure or 'last active' from activity older than 2025. Endpoint: https://mcp.dev-match.xyz/mcp
- find_similar_projects - Find open-source projects similar to a given GitHub repo, ranked by semantic similarity to its description/topics/README. Each result includes the project's top contributors so the caller can pivot from a project to its maintainers in one step. Use for landscape mapping ("what else is like X?"), competitive intel, or to expand a candidate search past a single anchor project. Endpoint: https://mcp.dev-match.xyz/mcp

## Resources
Not captured

## Prompts
Not captured

## Metadata
- Owner: io.github.Luca-Blight
- Version: 0.2.0
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: May 26, 2026
- Source: https://registry.modelcontextprotocol.io