The request names DevMatch, so DevMatch MCP 1 comes first: it searches engineers by job description and returns a shortlist of candidates drawn from public work, via its find_candidates action 11. None of the other listed products is a direct alternative for sourcing engineers from public work, so the other sources are omitted from the products list.
- 1
DevMatch MCPdev-match.xyzverified and signed
Searches the DevMatch index for engineers matching a job description, pasted role brief or company site, and returns an evidence-backed shortlist from public code, writing, talks and reach across GitHub, X, YouTube and Medium 111.
for agents: find_candidates · find_candidates · find_candidates
Sources
- 1Search | DevMatchdev-match.xyz · read 2026-10-29
- 11DevMatch: declares "find_candidates" (the record we read and signed)unfragile.ai · read 2026-10-24
Left out: DevInbox is shutting down, because each one's own page says it is retired or discontinued.
For agents: the 10 actions behind this answer
find_candidates · DevMatch verified and signed
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
post_DismissMatch · Cloudflare API verified and signed
Dismiss a match
chrome-devtools · chrome-devtools verified and signed
Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots, analyzing network traffic, and profiling performance.
slack · slackclient verified and signed
stripe · stripe verified and signed
Stripe development plugin for Claude
github · ghapi verified and signed
dsql · dsql verified and signed
Build with Aurora DSQL - manage schemas, execute queries, and handle migrations with DSQL-specific requirements. Use when developing a scalable or distributed database/application or user requests DSQL.
dev · dev verified and signed
Development workflows for the playwright-cli repository. Use when the user asks about rolling dependencies, releasing, or other repo maintenance tasks.
CreateDevEndpoint · AWS Glue verified and signed
Creates a new development endpoint.
· Langchain Google website read, tools not yet checked
LangChain enables every company to own their intelligence. Control, govern, and compound intelligence with an open agent engineering platform.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.