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MCP Servers

Model Context Protocol servers. The standard way for any agent to read or write to any system.

HR and recruiting: Hire, onboard and manage people. 183 MCP servers for hr and recruiting in this directory. Source-reviewed guides come first.

24 tools on this page

MMCPlowCatalogue

0xdaef0f/job-searchoor

Various

A simple MCP server that delivers you jobs based on your needs

★ 64repo activity 1y ago
open-sourceMITJavaScript

Best for: Developers who want to add job search functionality to MCP-enabled AI tools

MMCPlowCatalogue

6figr-com/jobgpt-mcp-server

Various

MCP server for JobGPT — search jobs, auto-apply, generate resumes, and track applications from Claude, Cursor, Windsurf, and any MCP client

★ 8repo activity 6mo ago
open-sourceMITTypeScript

Best for: Developers who want to automate job hunting through AI assistants

MMCPlowCatalogue

arifur9993/attendance-engine-mcp

Various

MCP server giving AI agents tools for workforce attendance, overtime, overnight shifts & California wage-and-hour compliance.

★ 0repo activity 5mo ago
open-sourceMITTypeScript

Best for: Developers building AI agents for HR compliance and attendance management in California

MMCPlowCatalogue

benmonopoli/open-greenhouse-mcp

Various

Production-ready MCP server for Greenhouse, designed for recruiters and hiring teams.

★ 3repo activity 6mo ago
open-sourceMITPython

Best for: Recruitment teams wanting to integrate AI assistants with Greenhouse

MMCPlowCatalogue

can4hou6joeng4/boss-agent-cli

Various

AI-agent-first CLI for BOSS 直聘 — 职位搜索、福利筛选、招聘者工作流、MCP 工具与 AI 简历优化

★ 986repo activity 4mo ago
open-sourceMITPython

Best for: Developers and recruiters who need to automate tasks on BOSS Zhipin via an AI-driven CLI

MMCPlowCatalogue

DmytroRybka/jobctl

Various

Claude Code plugin: job-application tracking skill for jobctl.app

★ 0repo activity 3mo ago55/100
open-sourceMITJavaScript

Best for: Developers who use Claude Code and jobctl.app to manage job applications.

MMCPlowCatalogue

dpkdhingra91/aiia-mcp-server

Various

Official MCP server for AI Interview Agents — run the hiring workflow (roles, CV screening, interview scheduling, scored reports) from any MCP client.

★ 0repo activity 3mo ago
open-sourceMITPython

Best for: Developers building AI-driven recruitment automation within the MCP ecosystem

MMCPlowCatalogue

foundrole/jobs-mcp-proxy

Various

Search jobs, track applications, and set follow-up reminders from your AI assistant — Claude, ChatGPT, Cursor & any MCP client. Free, OAuth.

★ 0repo activity 1mo ago60/100
open-sourceMITTypeScript

Best for: Developers who want job search and application tracking inside their AI assistant.

MMCPlowCatalogue

githunt-agent/githunt-mcp

Various

MCP server for GitHunt - search, rank, and analyze GitHub developers from Claude, Cursor, or any MCP client

★ 0repo activity 3mo ago55/100
open-sourceMITJavaScript

Best for: Developers who want to search and analyze GitHub developers from their AI tools.

MMCPlowCatalogue

gzchenhao/openhire

Various

Agent-native job search over employer ATS APIs (Greenhouse/Lever/Ashby/Beisen/Moka) — 139 employers across US/EU/China incl. robotics & autonomous-driving. Ghost-job scoring; your

★ 2repo activity 1mo ago64/100
open-sourceMITPython

Best for: Job seekers using AI agents who want fresh, ghost-free listings from top tech employers.

MMCPlowCatalogue

Himalayas-App/himalayas-mcp

Various

A Model Context Protocol (MCP) server that provides access to remote job listings and company information from Himalayas.app.

★ 16repo activity 7mo ago
open-sourceMIT

Best for: Developers building AI assistants that need curated remote job data

MMCPlowCatalogue

human-pages-ai/humanpages

Various

MCP server (+ OpenClaw SKILL.md) that gives AI agents access to real-world people who listed themselves to be hired by agents. Search by skill/location/equipment, Post job offers &

★ 6repo activity 6mo ago
open-sourceMITTypeScript

Best for: Developers building agentic workflows that need to hire human workers

MMCPlowCatalogue

Jobicy/remote-jobs-mcp-server

Various

Official Model Context Protocol (MCP) server to search, filter, and retrieve live remote job listings from the Jobicy database in real-time. Works with Claude Code, Cursor, Cline,

★ 1repo activity 4mo ago
open-sourceMITJavaScript

Best for: Developers building AI agents that need live remote job search capabilities

MMCPlowCatalogue

mambalabsdev/mcp-job-board-keyword-signal-scanner

Various

MCP server for Job Board Keyword Signal Scanner. Scans Greenhouse, Lever, Ashby, Workday, and Rippling for roles in any category via Apify. Clay-ready output.

★ 2repo activity 21d ago64/100
open-sourceMITTypeScript

Best for: Developers building job market signal trackers or Clay workflows

MMCPlowCatalogue

mattjoyce/mcp-persona-sessions

Various

MCP server for persona-driven AI sessions: practice interviews, conduct guided reflection, and role-play conversations with realistic personas

★ 11repo activity 8mo ago
open-sourceGPL-3.0Python

Best for: Developers who need structured persona-based role-play or interview practice within MCP workflows

MMCPlowCatalogue

mnoomnoo/resume-mcp-server

Various

MCP server enabling AI assistants to search and retrieve information from local resume and job application documents

★ 0repo activity 4mo ago
open-sourceGPL-3.0Python

Best for: Developers building personal AI assistants that need to query local job application documents

MMCPlowCatalogue

Pearch-ai/mcp_pearch

Various

The most accurate people search API/MCP. Natural language in, high-quality candidates out. Built for ATSs and AI Agents.

★ 7repo activity 5mo ago
open-sourceMITPython

Best for: Developers building AI agents or ATS integrations that need automated people search

MMCPlowCatalogue

remoet-labs/remoet-mcp

Various

MCP server for Remoet — job search for AI agents. Hosted at api.remoet.dev/mcp.

★ 1repo activity 5mo ago
open-sourceMITJavaScript

Best for: Developers building AI agents that require job search capabilities from Remoet

MMCPlowCatalogue

Servation/job-search-mcp

Various

Personal job-search assistant for Claude Desktop: searches real job boards, has Claude score each job 0-100 for fit, and shows a ranked board with one-click triage. MCP App, runs l

★ 0repo activity 3mo ago
open-sourceMITTypeScript

Best for: Job seekers who use Claude Desktop and want automated job search and ranking.

MMCPlowCatalogue

slaat/garmin-connect-workouts-mcp

Various

Create structured Garmin Connect workouts (pace, HR, cadence targets, repeat blocks) from natural language — MCP server for Claude

★ 0repo activity 1mo ago60/100
open-sourceMITTypeScript

Best for: Athletes or developers who want to generate Garmin workouts from plain English commands

MMCPlowCatalogue

supra126/taiwan-payroll

Various

台灣勞健保勞退法定費用計算引擎 — Taiwan statutory payroll calculation engine (TS core + MCP server + Python)

★ 0repo activity 4mo ago
open-sourceMITTypeScript

Best for: Developers building Taiwan-specific payroll systems or compliance tools

MMCPlowCatalogue

tarunlnmiit/autopilot-jobhunt

Various

AI job agent: scans 130+ careers pages nightly, scores every role against your resume with an LLM (0–100), alerts you on Telegram, and drafts tailored cover letters + resumes. Free

Alternative to Skill Seekers Skill Seekers

★ 206repo activity 2mo ago75/100
open-sourceMITPython

Best for: Job seekers who want a low-cost, automated pipeline for tracking and applying to many roles at once.

MMCPlowCatalogue

tempguru-co/tempguru-mcp

Various

MCP server for W-2 event staffing data: rates, availability, and state compliance across 300+ US and Canadian markets. Hosted at mcp.tempguru.co/mcp, local via npx tempguru-mcp.

★ 0repo activity 4mo ago
open-sourceMITTypeScript

Best for: Developers building tools for event staffing agencies or temporary labor marketplaces

MMCPlowCatalogue

tponscr-debug/oracle-h-mcp

Various

tponscr-debug/oracle-h-mcp — indexed from awesome-mcp-servers-punkpeye

open-source

Best for: Developers building AI-powered tools that need to access Oracle H data or automate HR workflows