Tools · Candidate Sourcing
Best MCP servers for candidate sourcing
202 MCP servers in the Official MCP Registry do candidate sourcing. 171 can be used as a hosted endpoint, with nothing to install, and 101 publish their source code.
| # | Tool | Relevance | Connect | Code | Seen |
|---|---|---|---|---|---|
| 51 | Remoteok RemoteOK MCP — remote-work job board (tech-heavy), keyless. | In description job board | HOSTEDLOCAL | Open | 3d ago |
| 52 | new-x402-listings-feed Feed of x402/L402 services newly listed on 402index.io within a recency window (candidate #8, manual | In description candidate | HOSTEDLOCAL | Open | 3d ago |
| 53 | AffiliateSpy Find and recruit the creators and sites already promoting your competitors, with proof. | In description recruit | HOSTEDLOCAL | Open | 3d ago |
| 54 | Hiring Signals Live job openings from Workday, Greenhouse, Lever, Ashby, Workable and Personio career sites. | In description greenhouse | HOSTEDLOCAL | Open | 3d ago |
| 55 | Anansi Haven Free home base for AI agents: memory, job board, agent directory, safe commons and free tools. | In description job board | HOSTEDLOCAL | Open | 3d ago |
| 56 | ashby-jobs Ashby job boards with employer-published salary data, via an Apify Actor, hosted MCP. | In description job boards | HOSTEDLOCAL | Open | 3d ago |
| 57 | hiresignal Hiring-intent signals for B2B sales/GTM: turn live job postings into buying signals. | In description job postings | HOSTEDLOCAL | Open | 3d ago |
| 58 | ATS Jobs Open jobs read from a company's own careers system: Greenhouse, Ashby, Lever. | In description greenhouse | HOSTEDLOCAL | Open | 3d ago |
| 59 | githunt-mcp Search, rank, and analyze GitHub developers for tech recruiting via GitHunt's API. | In description recruiting | HOSTEDLOCAL | Open | 3d ago |
| 60 | getjobzi-mcp GetJobzi MCP server for job search, application tracking, and career forecasting. | In description job search | HOSTEDLOCAL | Open | 3d ago |
| 61 | clover-public Job search and interview prep MCP. 15 tools, OAuth 2.1, cross-LLM. four-leaf.ai. | In description job search | HOSTEDLOCAL | Open | 3d ago |
| 62 | gemsift-mcp AI resume triage for recruiters. Query your candidate pool from Claude or ChatGPT. | In description recruiters | HOSTEDLOCAL | Open | 3d ago |
| 63 | ENTRA Jobs Verified AI/tech jobs from company ATSs: search, fit matching, salary stats; employer job posting | In description job posting | HOSTEDLOCAL | Open | 3d ago |
| 64 | Career Page Jobs on Apify MCP Open jobs from company career pages on Greenhouse, Lever, Ashby, Workday and 18 more, via Apify MCP | In description greenhouse | HOSTEDLOCAL | Open | 3d ago |
| 65 | openfec-mcp-server Access FEC campaign finance data. Query data about candidates, money trails, and election filings. | In description candidates | HOSTEDLOCAL | Open | 3d ago |
| 66 | Jobs Data Remote job boards, LinkedIn jobs, company ATS pages and Upwork jobs as tools. Runs on Apify. | In description job boards | HOSTEDLOCAL | Open | 3d ago |
| 67 | queryquarry Double-blind talent marketplace: AIs search anonymous opted-in candidates; reveal on consent. | In description candidates | HOSTEDLOCAL | Open | 3d ago |
| 68 | Company Jobs & Hiring Signals Open jobs and hiring signals for any company, from its public careers page or job board. | In description job board | HOSTEDLOCAL | Open | 3d ago |
| 69 | MotionSpec — verified web motion (reduced-motion / WCAG) Deterministic motion compiler + validator: reports WCAG 2.2.2 pause-path candidates, fail-closed. | In description candidates | HOSTEDLOCAL | Open | 3d ago |
| 70 | Snow Leo Jobs & Hiring Live job listings from 20 ATS platforms plus SEEK, JobStreet, JobsDB, jobs.ch and The Muse | In description job listings | HOSTEDLOCAL | Open | 3d ago |
| 71 | jobstack-mcp Unified jobs search over official feeds + ATS boards (USAJOBS, Adzuna, Muse, Greenhouse, Lever...) | In description greenhouse | HOSTEDLOCAL | Open | 3d ago |
| 72 | Career Site Job Feed Read job postings live from employer career sites across 10 applicant tracking systems. | In description job postings | HOSTEDLOCAL | Open | 3d ago |
| 73 | Great Question Run user research from any AI tool. Create studies, recruit participants, query insights. | In description recruit | HOSTEDLOCAL | Open | 3d ago |
| 74 | jobs-search-multi Search job postings across Indeed, LinkedIn, and more from one request - titles, companies | In description job postings | HOSTEDLOCAL | Open | 3d ago |
| 75 | HireHeat Company hiring signals + open jobs from Greenhouse, Lever, Ashby boards, API + MCP. 20 free/day. | In description greenhouse | HOSTEDLOCAL | Open | 3d ago |
| 76 | JobsPipe Live job postings from 30+ ATS feeds and job boards, one schema. Sign in with OAuth, or use a key. | In description job postings | HOSTEDLOCAL | Open | 3d ago |
| 77 | Unipile MCP LinkedIn, Sales Navigator, Recruiter, WhatsApp, Instagram, Telegram and email MCP for coding agents. | In description recruiter | HOSTEDLOCAL | Open | 3d ago |
| 78 | Talent Summoner AI candidate sourcing: find, review and shortlist talent worldwide from your AI assistant. | In description candidate | HOSTEDLOCAL | Open | 3d ago |
| 79 | sourcers-desk Recruiter-grade boolean/x-ray search strings from a 20-year sourcing playbook. | In description recruiter | HOSTEDLOCAL | Open | 3d ago |
| 80 | SecurePutCalls Wheel strategy research: put/call candidates, symbol risk, position analysis and rolls. Read-only. | In description candidates | HOSTEDLOCAL | Open | 3d ago |
| 81 | RemoShift Remote Jobs Search live remote jobs worldwide. Job search, remote salary bands, work-from-anywhere eligibility. | In description job search | HOSTEDLOCAL | Open | 3d ago |
| 82 | Norvstar — Professional Identity MCP Server Query professional profiles, search candidates, and get AI-powered summaries and job fit analysis. | In description candidates | HOSTEDLOCAL | Open | 3d ago |
| 83 | Magnificent Jobs Semantic search over 3.5M+ live US job postings pulled straight from company ATSes. Read-only. | In description job postings | HOSTEDLOCAL | Open | 3d ago |
| 84 | Vorn Job board for AI agents: find paid work, bid, deliver, and check verified earnings. | In description job board | HOSTEDLOCAL | Open | 3d ago |
| 85 | InterviewFlowAI Query InterviewFlowAI candidate and interview data from MCP-compatible AI assistants. | In description candidate | HOSTEDLOCAL | Open | 3d ago |
| 86 | HasData Glassdoor Glassdoor job listings and full postings with company ratings and salary estimates, as JSON. | In description job listings | HOSTEDLOCAL | Open | 3d ago |
| 87 | HasData Indeed Indeed job listings by keyword and location, and full postings, as structured JSON. | In description job listings | HOSTEDLOCAL | Open | 3d ago |
| 88 | Clera Hire from your AI chat: search 210k+ vetted startup candidates, review matches, request intros. | In description candidates | HOSTEDLOCAL | Open | 3d ago |
| 89 | dintak-mcp-gateway Semantic job search, posting, and apply for Dintak, with resume-to-job match scoring. | In description job search | HOSTEDLOCAL | Open | 3d ago |
| 90 | talent-ecosystem BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learning, and deal rooms | In description recruiting | HOSTEDLOCAL | Open | 3d ago |
| 91 | JobsRadar Search open jobs across Greenhouse, Lever and Ashby company boards in one call, deduplicated. | In description greenhouse | HOSTEDLOCAL | Open | 3d ago |
| 92 | HireLayer Resume and CV parsing, candidate matching and ranking for recruiting and ATS AI agents. | In description candidate | HOSTEDLOCAL | Open | 3d ago |
| 93 | LexGO Jobs Live Belgian and Luxembourg legal jobs. Unauthenticated. Send candidates to click_url. | In description candidates | HOSTEDLOCAL | Open | 3d ago |
| 94 | research Design and run AI-moderated voice, chat and video research studies, recruit panels, get results. | In description recruit | HOSTEDLOCAL | Open | 3d ago |
| 95 | Hyreflow Recruitment automation: source, enrich, qualify and sequence candidates, push to your ATS. | In description recruitment | HOSTEDLOCAL | Open | 3d ago |
| 96 | Cookiy AI user research via studies, interviews, recruitment, reports, and quantitative surveys. | In description recruitment | HOSTEDLOCAL | Open | 3d ago |
| 97 | Calaf Run your Calaf recruiting book from chat: firms, people, pipeline, calendar, notes, and prep. | In description recruiting | HOSTEDLOCAL | Open | 3d ago |
| 98 | Dreamwork Job search, application materials, and application tracking for AI assistants. | In description job search | HOSTEDLOCAL | Open | 8d ago |
| 99 | Headcount Labs Search, count and read open job postings from career sites and job boards, with source links. | In description job postings | HOSTEDLOCAL | — | 30m ago |
| 100 | JobSlop Check US job listings for ghost-job warning signs: look up a job link, search jobs, company reports. | In description job listings | HOSTEDLOCAL | — | 45m ago |
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FAQ
How many MCP servers are there for candidate sourcing?
Electra Index lists 202 active MCP servers for candidate sourcing from the Official MCP Registry. 171 offer a hosted endpoint and 101 publish their source code.
Is there a hosted MCP server for candidate sourcing, with nothing to install?
Yes. Remoteok, new-x402-listings-feed and AffiliateSpy declare a remote endpoint you add to your assistant's MCP settings.
Is there a ready-made AI agent for candidate sourcing instead?
Yes. If you prefer a finished product to plugging tools into your own assistant, Ribbon, Juicebox and Paradox (Olivia) do this out of the box.
How this list is ordered: a tool comes first when the use case appears in its name rather than only in its description, then when it offers a hosted endpoint, then when its source code is public, then by how recently our robot saw it in the Official MCP Registry. The match to candidate Sourcing comes from the publisher's description (keyword method), not from a test of the tool. Only active tools with a real description are listed. No tool pays to appear here.