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MCP servers tagged job-search

116 live MCP servers tagged "job-search", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with job-search.

116
live servers
35
avg trust
24
most stars
51

Jd Intel

Stop pasting JDs into AI Assistants. Let your AI fetch them directly.

34
52

Clover Public

Open-source Claude Skill + MCP integration for job search and interview prep. Live job data, role-specific interview intel, voice mock interviews on four-leaf.ai.

34
53

Servation/job-search-mcp

100 for fit (Claude judges directly, no LLM API key), and shows a ranked, triageable board inline in the chat.

34
54

Openings MCP

💼 MCP server for searching job listings

34
55

Go Job

Job, Remote & Freelance Search MCP server

34
56

PBP

Local AI job application assistant for the German-speaking job market (DACH) — job search, application tracking, CV analysis. MCP server for Claude Desktop, self-hosted, no cloud.…

34
57

AI Resume Tailor

Free, open-source AI resume tailor — automatically rewrite your resume to match any job description for ATS optimization

34
58

Zangia MCP AI

zangia.mn-ийн амьд ажлын байр хайлт, ATS CV тааруулалт, цалингийн жишиг — MCP сервер (npx -y zangia)

34
59

Markcv

Markdown resume builder that lints your CV and explains why it won't fit two pages. ATS-safe PDF, JD tailoring, CLI + MCP server.

34
60

Crosswalk MCP

AI-native, MCP-first career copilot. Local-first. Zero API keys. Bring your own model.

34
61

Technopark Job Search

A Model Context Protocol (MCP) server that provides job search functionality for Technopark (technopark.in)

34
62

Cv Mirror MCP

MCP server: lint a CV against 5 real ATS parsers (Workday, Greenhouse, Lever, Taleo, iCIMS). Pure JS engine, MIT licensed, no network calls.

34
63

Job Search Assistant

AI job-search copilot for Claude Desktop — MCP server that sources, scores, tailors CVs/covers, and preps interviews. Runs on your own Claude subscription, no API costs.

34
64

Kardow MCP

Connect Claude, ChatGPT, Cursor, and Codex to your Kardow job board over MCP.

34
65

Email Automation

Setu — open-source MCP server that lets AI assistants (Claude, ChatGPT, Cursor) send job applications and outreach from your own Gmail. Send-only scope, OAuth, server-side guardra…

34
66

Interviewstack Jobs

Official InterviewStack.io job-search tools for AI assistants. Search live curated jobs, polish your resume, and draft tailored applications from your terminal.

34
67

Upwork MCP CLI

A CLI + Python wrapper for the Upwork MCP server — search jobs, competitor bids & client history, score gigs, draft AI proposals, and automate Upwork (n8n, cron, Slack, and more).

34
68

AI Sponsorship Job Acquisition Platform

Personal AI-assisted job search tool for UK Skilled Worker visa sponsorship — sponsor register lookup, salary threshold checks, resume/cover-letter tailoring, and application trac…

34
69

Mba MCP

Run your MBA recruiting campaign from inside Claude: target firms, live job boards, cycle deadlines, warm intros and human-approved outreach. Local-first MCP server, no API key.

34
70

Collab Finder

kanithanj.ai — Tauri heading cockpit: live fit/prep, SQLite ledger, next-act map

34
71

LinkedOut

AI-powered iOS job discovery app with a SwiftUI swipe interface and FastAPI backend for multi-board aggregation, LLM scoring, maps, tracking, and Notion sync.

34
72

104 Job Hunter MCP

透過 MCP (Model Context Protocol) 讓 AI 助理直接操作 104 人力銀行,實現搜尋、讀取職缺與輔助投遞 (Hit-in-the-loop) 的求職自動化工具。

34
73

Career Radar

面向大学生/应届生的本地优先 AI 求职雷达:聚合岗位、用简历证据解释匹配,并管理投递与跟进。

34
74

Production Job System

🤖 Enterprise Job Discovery System - AI-powered job search automation with MCP integration, real API connections, and intelligent matching algorithms

34
75

Auto Following Up After Applications

Local-first, provider-neutral console and MCP server for organizing post-application outreach.

34
76

Apto MCP

An MCP server over your job search, with a dashboard on top.

34
77

Resume Assistant MCP

MCP server for ATS resume analysis — parse, score, improve resumes and generate cover letters, interview questions, skill roadmaps, and LinkedIn optimization tips.

34
78

RoleRadar

🎯 RoleRadar moves beyond keyword matching. It uses AI Agents and MCP to securely connect your local resume and project context to job market insights, providing deep semantic job…

34
79

Jobsearch Buddy

CLI tool that scrapes 100+ ATS job boards, caches in SQLite, and does semantic search via OpenAI-compatible embeddings

34
80

Job Scout MCP

MCP server that scouts job openings from public, ToS-clean sources — Greenhouse, Lever, Ashby, Hacker News, and RemoteOK — with zero API keys. Seniority-aware filtering for senior…

34
81

GetHired MCP Server

kVarunkk

MCP Server for GetHired

34
82

Argos Panoptes

theaayushstha1

Autonomous multi-source job-application agent. Two-gate filter (rules + Gemini on Vertex), cross-source dedup, serverless on Cloud Run.

34
83

Jobsearch Using MCP Server

VikramKavuri

Job Search Dossier — a keyless job-search web app, REST API, and MCP server. Ranks roles (5 live sources, link-checked), drafts cover letters, and answers application Q&A.

34
84

Getlucky

ahmedmaaloul

Live tech job search over public APIs and company ATS boards — for humans and for AI agents over MCP. No API key, no database.

34
85

Xing MCP

vinitkumargoel

MCP server for job search on XING (xing.com) — the leading professional network in the DACH region. Includes salary estimates.

34
86

Blind MCP

dheerajjha

MCP server for researching companies on Blind (teamblind.com) — ask 'how many days in office at Roku India' and get the actual threads, with each commenter's employer.

updated a month ago
34
87

Poslovi MCP

umilutinovic25-hash

MCP server + CLI for searching Serbian job boards (Infostud, HelloWorld.rs) — no API keys needed

34
88

Linkedin Job Shortlister

TJohn00

Hourly LinkedIn job scraper that reads job descriptions instead of titles, scores each against your CV or Resume, and sends one desktop alert when something's worth applying to. D…

34
89

Interninbox

hiratinspace

Find internships from your terminal. Scan company job boards (Greenhouse, Lever, Ashby, SmartRecruiters, Workable, Recruitee), community lists, and company career sites for matchi…

updated 2 months ago
34
90

Hh MCP

AndreyTepaykin

MCP server for hh.ru — vacancies, resumes, ATS, salary stats

updated 22 days ago
34
91

Applycairn Releases

scumunna

Local-first AI job search assistant for Codex and Claude Desktop: tailored resumes, job scoring, application tracking, outreach, and interview prep.

updated 3 months ago
34
92

AI Recruiter Agentic

ibrahimsamak

Agentic AI Job Application Assistant: discovers LinkedIn jobs, ranks them against your Résumé, and tailors Résumé + Cover Letter with Human-in-the-Loop approval. Built with DeepAg…

34
93

Jobtracker

ohmptl

AI based job tracker.

34
94

Job Search

rajivdatta

MCP server that finds recent jobs from your LinkedIn profile and scores them against your resume (JSearch API), with HTML match reports.

34
95

JobSniper

starswei

Intelligence-driven job search decision system.

34
96

AI Job Hunt

naazima

Turn your profile into targeted job searches + tailored outreach, using Claude and Apify.

34
97

Busca Trampo

leonardobissoli

Dashboard local de match de vagas: rankeia vagas contra o seu currículo e acompanha candidaturas. Um arquivo HTML, Claude Code + Indeed MCP. Projeto pessoal, sem contribuições.

34
98

Jobo

boeing23

Evidence-grounded job application copilot with Discord, GitHub, public ATS, and Tsenta MCP support

34
99

Linkedin MCP Analyzer

outpost2026

Agentic MCP pipeline that transforms LinkedIn saved jobs into structured career intelligence. Deterministic EROI scoring engine with skill gap analysis, golden-rule weighting, and…

34
100

Landthatrole MCP

nonitguydoingai

MCP server: search tech jobs in the US and Canada from Claude, ChatGPT, Cursor and VS Code. Remote, no login.

34
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