DevMatch - AI Recruiting & Mission-Aligned Engineer Discovery
io.github.luca-blight/devmatch
3 toolsHTTPregistry active
Summary
Connects Claude and Cursor to DevMatch's candidate search engine, which ranks engineers based on git-verified contributions across 35 million profiles. You can paste a job description or project README and get back a list of candidates ranked not just by technical skill but by inferred values from their public writing. The MCP exposes search, profile retrieval, and similar-project queries directly in your editor. Useful when you're hiring for a mission-driven team and want to skip the LinkedIn keyword matching in favor of actual commit history. Requires a free DevMatch account for an API key. The underlying data comes from public git activity, so you're looking at real PRs and issues rather than self-reported skills.
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Tools
Public tool metadata for what this MCP can expose to an agent.
3 tools
find_candidatesSearch 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 in...1 params
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 in...
Parameters* required
inputstringJob description text (preferred), OR a PUBLIC github.com repo URL. For private repos, paste the README content as text instead of the URL. The richer the input, the better the ranking.
get_profileFetch 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 befor...1 params
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 befor...
Parameters* required
handlestringThe GitHub handle to look up. Plain login name, no '@' prefix (e.g. 'karpathy', not '@karpathy').
find_similar_projectsFind 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...2 params
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...
Parameters* required
limitintegerNumber of similar projects to return. Defaults to 10, max 25.
repostringSeed repo in `owner/name` form (e.g. 'karpathy/llm.c'). A full github.com URL is also accepted; the server strips the prefix.
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Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
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Registryactive
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UpdatedJun 8, 2026
