MCP servers for job search

Every job search server in the official MCP Registry, 106 in all, ranked by how closely it fits. 85 work without an API key. Each row shows the security checks, the secrets asked for and an install command.

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job search MCP servers 106

MCP servers, job search, most relevant first
Type Secrets Version Actions
★ 314 io.github.workopia/workopia-mcp

Search 6.3M+ live jobs from companies' own career pages, plus resume tailoring & cover letters.

4/4All passed53health of 100RemoteHostedNoneno keys asked1.0.2
★ 26 io.github.6figr-com/jobgpt-mcp-server

Job search automation, auto apply, resume builder, application tracking, and recruiter outreach

7/7All passed61health of 100npmRuns locally1secret asked1.1.4
★ 21 io.github.hiddenjobs/job-search-mcp

Search remote tech jobs, inspect descriptions, compare roles, and retrieve application links.

4/4All passed55health of 100RemoteHostedNoneno keys asked1.0.0
★ 4 io.github.Servation/job-search-mcp

Claude searches real job boards, scores each job 0-100 for fit, and shows a ranked board.

7/7All passed53health of 100npmRuns locally2secrets asked0.1.3
★ 3 io.github.dzenlotus/worklife-agent

MCP career tools for job search, resume matching, application tracking, and employer research.

2/2All passed47health of 100RemoteRuns locallyNoneno keys asked0.4.1
★ 1 ai.saifs/hiring-fairness

Detect hiring adverse impact and estimate whether a selection method is worth its cost.

3/3All passed49health of 100RemoteHostedNoneno keys asked1.0.1
★ 1 com.mambabuilt/mcp-gtm-hiring-signal-scraper

Detects GTM hiring activity from company career pages via Greenhouse, Lever, Ashby. Clay-ready.

7/7All passed60health of 100npmRuns locally1secret asked1.4.0
★ 1 com.jobyap/jobs

Search job postings aggregated from companies' careers sites, plus each job's discussion thread.

8/8All passed49health of 100npmLocal or hostedNoneno keys asked1.1.0
★ 1 com.themineworks/recruiting-jobs-mcp

Recruiting data: ATS postings, LinkedIn, Indeed, SimplyHired, Naukri, sourcing. 10 tools.

3/3All passed47health of 100RemoteHostedNoneno keys asked1.1.0
★ 1 io.github.pcmarts/recruiter-roles-mcp

Search Recruiter Roles: live recruiter jobs, companies, sectors, locations, and market stats.

8/8All passed43health of 100npmLocal or hosted1secret asked1.0.0
io.github.projectworks007/job-boards-3

Live job ads from StepStone, XING, Welcome to the Jungle, Naukri, JobStreet and more.

3/3All passed52health of 100RemoteHostedNoneno keys asked1.0.0
io.github.projectworks007/job-boards-2

Live job ads from StepStone, XING, Welcome to the Jungle, Naukri, JobStreet and more.

3/3All passed52health of 100RemoteHostedNoneno keys asked1.0.11
io.github.cadi27tech/adrian-capraru

Ask about Adrian Capraru, Head of AI & Automation: case studies, services, availability, hiring.

5/61 warning44health of 100MCPBRuns locallyNoneno keys asked1.1.2
io.github.marvin-recruiter/marvin-recruiter

Recruitment ATS + CRM for agencies: candidates, jobs, pipeline and outreach, with your permissions.

3/3All passed43health of 100RemoteHostedNoneno keys asked1.0.0
app.openkrill/hiring-signals

Who is hiring and what changed: company hiring briefs and new or closed roles since your last call.

4/4All passed50health of 100RemoteHostedNoneno keys asked1.0.0
io.github.omarkhandji-commits/jobs-data

Jobs from Greenhouse, Lever, Ashby, Workday, career pages, Google Jobs, SEEK, plus hiring signals.

3/3All passed44health of 100RemoteHostedNoneno keys asked1.0.0
io.github.headlessherm-creator/hiring-mender-mcp

Local MCP server: BambooHR + Greenhouse ATS write tools, one vocabulary.

7/7All passed54health of 100npmRuns locallyNoneno keys asked0.1.0
io.github.datadmon/oracle-hcm-jobs-scraper

Oracle Recruiting Cloud (HCM) career-site jobs as JSON for any company: full JD, dates. $2/1k

3/3All passed50health of 100RemoteHostedNoneno keys asked1.0.1
io.github.projectworks007/job-boards

Live job ads from StepStone, XING, Welcome to the Jungle, Naukri, JobStreet and more.

3/3All passed52health of 100RemoteHostedNoneno keys asked1.0.5
io.github.harshmaur/linkedin-jobs-scraper

LinkedIn job listings as JSON: salary, recruiter, applicants, company data. No login. From $0.40/1k

3/3All passed43health of 100RemoteHostedNoneno keys asked1.0.0
com.mambabuilt/mcp-account-hiring-watch

Watch company job boards for new, closed, and reposted postings, with 30 day hiring velocity.

7/7All passed54health of 100npmRuns locally1secret asked1.0.1
io.github.edtool79-collab/company-intent-radar

Hiring, Google ads and SEO signals for a company domain, with a 0-100 intent score. Runs on Apify.

3/3All passed43health of 100RemoteHostedNoneno keys asked1.0.0
io.github.Crayz129/hn-hiring-mcp

Search, read and compare Hacker News "Who is hiring?" job posts as typed data. Read-only.

7/7All passed49health of 100npmRuns locallyNoneno keys asked0.1.0
io.github.edtool79-collab/ats-job-pulse

Open jobs and hiring changes for any company, from its domain. Runs on Apify.

3/3All passed43health of 100RemoteHostedNoneno keys asked1.2.0
com.reqbeat/hiring-signals

Find companies hiring for a role and geo, qualify them, and watch them for changes.

4/4All passed40health of 100RemoteHostedNoneno keys asked1.1.4
io.github.Plainfold/company-hiring-signals

Open jobs and hiring signals for any company, from its public careers page or job board.

3/3All passed47health of 100RemoteHostedNoneno keys asked0.1.5
io.github.kiskecske24/hiring-signals

Live job openings from Workday, Greenhouse, Lever, Ashby, Workable and Personio career sites.

3/3All passed43health of 100RemoteHostedNoneno keys asked1.0.0
io.github.foundrole/jobs-mcp-proxy

AI job search MCP — fact-checked jobs, application tracker, alerts. ChatGPT, Claude, Cursor.

8/8All passed51health of 100npmLocal or hostedNoneno keys asked1.1.18
io.github.alialtunar/hn-hiring-trends-mcp

Skill demand trends, salaries and job search from Hacker News Who is hiring threads. No API keys.

7/7All passed45health of 100PyPIRuns locallyNoneno keys asked0.1.0
com.yourfinancejob/job-tracker

Job board and application tracker for finance, trading and quant careers. 37 tools, free.

3/3All passed42health of 100RemoteHostedNoneno keys asked1.4.1
io.github.MagzhanSan/snowleo-jobs

Live job listings from 20 ATS platforms plus SEEK, JobStreet, JobsDB, jobs.ch and The Muse

3/3All passed44health of 100RemoteHostedNoneno keys asked1.0.3
work.resumebooster/jobs

Job search over employers' own hiring systems. Search with no key; a free key opens every read tool.

4/4All passed48health of 100RemoteHostedNoneno keys asked1.0.0
io.github.starnikovoleg/hiringindex-mcp

Search live job postings, aggregate any market slice, and see how long each listing has been open.

7/7All passed52health of 100npmRuns locally1secret asked0.1.1
io.github.VovikP/ats-jobs-greenhouse-lever-ashby-workable-teamtailor

Open jobs and hiring changes from Greenhouse, Lever, Ashby, Workable, Teamtailor, SmartRecruiters

7/7All passed51health of 100npmRuns locallyNoneno keys asked0.1.2
world.jobo/job-search

Search a live index of millions of open jobs from employer career sites and 100+ ATS platforms.

8/8All passed49health of 100npmLocal or hostedNoneno keys asked1.1.0
★ 4.6k io.github.speedyapply/jobspy

Search LinkedIn, Indeed, ZipRecruiter, Glassdoor and regional job boards

7/7All passed75health of 100PyPIRuns locallyNoneno keys asked1.4.1
★ 314 io.github.Shuangshuang007/workopia

Workopia - free MCP for global job search, PDF resume builder, and AI career advice.

7/7All passed59health of 100npmRuns locallyNoneno keys asked1.0.1
★ 21 app.himalayas/mcp

Remote jobs: job search, salary data and application tracking, or post a job and hire candidates

4/4All passed52health of 100RemoteHostedNoneno keys asked1.0.3
★ 20 io.github.Latina-Dev/latina-dev

Search a directory of Latina software engineers, plus communities, programs and job boards for them.

4/4All passed56health of 100RemoteHostedNoneno keys asked1.0.0
★ 13 io.github.zzn199216/worldrole

Free remote and overseas job search with sources and eligibility checks. Usage limits apply.

4/4All passed61health of 100RemoteHostedNoneno keys asked1.0.0
★ 13 com.hasdata/glassdoor

Glassdoor job listings and full postings with company ratings and salary estimates, as JSON.

8/8All passed63health of 100npmLocal or hosted1secret asked1.0.3
★ 12 io.github.dreamworkhq/dreamwork

Job search, application materials, and application tracking for AI assistants.

8/8All passed69health of 100npmLocal or hosted1secret asked1.9.2
★ 11 com.hasdata/indeed

Indeed job listings by keyword and location, and full postings, as structured JSON.

8/8All passed64health of 100npmLocal or hosted1secret asked1.0.8
★ 9 io.github.human-pages-ai/humanpages

Hire real humans for tasks agents can't do alone. 36 tools for the full hiring lifecycle.

8/8All passed44health of 100npmLocal or hostedNoneno keys asked1.4.6
★ 8 io.github.fourleafai/clover-public

Job search and interview prep MCP. 15 tools, OAuth 2.1, cross-LLM. four-leaf.ai.

3/3All passed51health of 100RemoteHostedNoneno keys asked1.1.0
★ 8 io.github.yessGlory17/jobverify

Detect fake-recruiter and job-offer scams using free OSINT. No API keys.

7/7All passed47health of 100PyPIRuns locallyNoneno keys asked0.1.0
★ 6 com.superagnt/linkedin-data

LinkedIn data for AI agents: profiles, companies, jobs, posts, search. Sales research, recruiting.

3/3All passed57health of 100RemoteHostedNoneno keys asked0.1.0
★ 2 com.interviewflowai/mcp

Review candidates and run hiring actions in InterviewFlowAI from Claude, ChatGPT, Codex and more.

3/3All passed47health of 100RemoteHostedNoneno keys asked1.1.0
★ 2 com.unipile/unipile-mcp

LinkedIn, Sales Navigator, Recruiter, WhatsApp, Instagram, Telegram and email MCP for coding agents.

3/3All passed53health of 100RemoteHostedNoneno keys asked1.0.0
★ 2 io.github.jarmstrong158/skillmatch-mcp

Job search and ranking pipeline via MCP for Claude Desktop.

7/7All passed46health of 100PyPIRuns locallyNoneno keys asked2.0.0

Showing 1 to 50 of 106. These are the most recently updated; search or pick a category for the rest.

job search MCP servers: common questions

What's the most popular MCP server for job search?

Among community builds, the most-starred on GitHub are Workopia — Job Search (★ 314), JobGPT - Job Search Automation & Auto Apply (★ 26) and HiddenJobs — Remote Tech Job Search MCP (★ 21). If you want one that passed every check, Workopia — Job Search did.

Can I trust these job search MCP servers?

On registry checks, 105 of 106 come out clean. We also read the code or live tool list of 72 of them without running anything, and none raised a red flag. Treat a pass as "nothing found", and give any server the least access that works.

Is a Claude skill better than an MCP server for job search?

An MCP server gives the AI new tools, such as reaching job search itself. A skill only teaches it how to do a task with tools it already has. There are 128 Claude skills for job search if that fits better.

How fresh are these job search MCP servers?

65 of the 106 were updated in the 30 days before 31 Oct 2026. The latest was Worklife — AI job search, on 28 October.

Which job search MCP servers need no API key?

85 of the 106 list no secrets, including Workopia — Job Search, HiddenJobs — Remote Tech Job Search MCP and Worklife — AI job search. Some still ask you to sign in once they run.

Who makes these job search MCP servers?

No company-verified one yet (checked 31 Oct 2026). All 106 job search servers are community builds from 91 different publishers, so check who is behind one before you hand it a job search key.

More topics: every “MCP server for…” page. Prefer a skill? Claude skills for this (128).