MCP servers and skills: search, filter by where they run, and compare.
ATS resume checker and parser: reads a resume the way an applicant tracking system does, scores it with a published deterministic rubric, and matches it to a job description. CLI, MCP server and GitHu
Node.jsMIT★ 1Few starsNo key
CLI + MCP for agent context: a task layer over TickTick, Notion, GitHub, Obsidian & more (RRF retrieval, provenance, reviewed writes, undo) plus a knowledge-graph layer — ats kg: facts from any source
Node.jsMIT★ 16No key
ATS Boards MCP — public job-board postings across eight applicant-tracking
Hosted by authorMITFew starsNo key
Claude Code agents that tailor ATS-friendly LaTeX resumes and cover letters to a job description, using only your career document. A validator checks numbers, dates, titles, certs, and skills against
SkillMIT★ 13No key
Jobs API and hiring change feed across Greenhouse, Lever, Ashby, Workable, Teamtailor and SmartRecruiters. Give it a company domain — it finds the job board itself. MCP server + Apify Actor.
Node.jsMITFew starsNo key
Open roles from public Greenhouse, Lever, Ashby, Workable job boards as clean data. Winters Works.
Hosted by authorNo licenseFew starsNo key
Working recipes for reading job postings from ATS public APIs
Hosted by authorMITFew starsNo key
AI Agent Skill (Claude Code) to build, tailor & audit a job-winning resume/CV and LinkedIn profile — optimized for ATS parsing (Workday, Greenhouse, Lever, Taleo, iCIMS), recruiter skim-reading, and L
SkillMIT★ 3Few starsNo key
MCP server for open job postings, read first-hand from the applicant-tracking system behind a company's careers page. 7,479 company boards mapped. Greenhouse, Ashby, Lever. No key, no scraping, no per
PythonMIT★ 1Few starsNo key
Company jobs & hiring signals for AI agents (MCP): open jobs, new/closed jobs, salaries and tech stack from Greenhouse, Lever, Ashby, Workable, Recruitee and SmartRecruiters job boards.
MCPLink onlyFew stars
Open dataset of which ATS each of 738 large employers uses — 704 verified against the live careers-portal apply host, 551 with a recorded evidence host you can check yourself. MIT, free keyless API.
Hosted by authorMIT★ 7No key
Match your CV to live job postings and generate an interactive HTML report. Agent-native skill for Claude Code & Codex (WebSearch + subagents, zero-dependency).
in the skill text带本地招聘站与城市目录）+ 212 个通用市场（`geo_countries.json` 中的每个国家/地区，含主要城市别名）。通用市场经 ATS 结构化通道与 Web 搜索覆盖；职位最多的 10 个通用市场（印度、加拿大、法国、新加坡、日本、西班牙、澳大利亚、波兰、巴西、意大利）另有已验证的本地招聘站
SkillMIT★ 17No key
Free ATS resume optimizer for Claude Code — rewrites, scores, and tunes your resume. Never fabricates metrics. 73→94/100 in one session.
SkillMIT★ 3Few starsNo key
Scrape jobs from Greenhouse, Lever, Ashby, Workable, Recruitee, SmartRecruiters, Personio…
Hosted by authorNo licenseFew starsNo key
Stop pasting JDs into AI Assistants. Let your AI fetch them directly.
in the readmeyour AI fetch them directly.** Full text. Clean structure. Across nine major ATS. No copy-paste. No context loss. --- ## Why this exists Your AI assistant already
Node.jsMIT★ 1Few starsNo key
Official Model Context Protocol server for FormaCV — AI-powered CV formatting, anonymization, AI tailoring, and ATS push-back from Claude Desktop, Cursor, and your own AI agents.
Node.jsMIT★ 1Few starsNeeds a key
Searches live UK and Canada jobs, fits an ATS-safe CV to each role from your real experience, and recommends the gaps to close. A Claude Code plugin, and any AGENTS.md CLI.
SkillMIT★ 8No key
JD CV Grill helps experienced candidates read a job description, recover relevant project evidence, and tailor a truthful bilingual CV/resume for ATS and recruiters. 简历优化 / JD匹配 / 经历挖掘.
SkillMIT★ 13No key
MCP server for hh.ru — vacancies, resumes, ATS, salary stats
Node.jsMITFew starsNo key
CVX — structured input, professional output. YAML in, designed CV PDFs out, entirely on your machine.
in the readmephoto instead). ``` Page 1 of the scaffolded example CV — plus an ATS-safe single-column variant via --ats . Pagination has improved since these were captured; your
Node.jsApache-2.0★ 2Few starsNo key
Job postings with the employer's REAL posting date, pulled from Greenhouse / Lever / Ashby / 北森 Beisen / Moka ATS APIs. MCP server + CLI for Claude, Cursor and any agent. 139 employers in AI infra, au
PythonMIT★ 10No key
📄 Two agent skills that build a deep career profile once, then tailor ATS-ready resumes from it for every job application. Profile compounds.
SkillMIT★ 16No key
A coding agent that lives in your terminal. Local Ollama first, or hosted models through the Aether AI fleet.
in the readmedevelopment previews. Command reference | | **Use account agents** | Shared Online conversations and guided ATS workspace setup. Account agents ↓ | ## Quickstart **Node.js 24+ required.** Run inside the repository you
Node.jsApache-2.0★ 16No key
Open, machine-readable standard for career data. One JSON file per person at a stable URL — readable by humans, AI agents, ATS systems, and recruiters.
Node.jsMIT★ 4Few starsNo key
AI-powered CV and resume builder using Model Context Protocol. Automatically sync your achievements from Jira, Credly, LinkedIn, and git. Keep your CV always up-to-date.
in the readmeprofessionals who want their CV to stay current without manual updates. Generates ATS-compliant LaTeX CVs that pass Applicant Tracking Systems. 
Node.jsMIT★ 1Few starsNeeds a key
Ashby MCP Pack — wraps the Ashby ATS API
Hosted by authorMITFew starsNo key
Open-source resume strategist skill for students. Tailors resumes + cover letters in any LLM. Evidence-based. MIT.
in the skill textLLM can follow. Every rule is tied to recruiter eye-tracking studies, ATS recruiter interviews, or 2025–26 hiring surveys (see `references/evidence.md` ). ## Quickstart **Claude (claude.ai / desktop
SkillMIT★ 11No key
Trackly CLI + MCP Server. Search jobs, track applications, and query your job hunt from the terminal, Claude Code, or OpenClaw.
in the readmefor AI agents. Search 250K+ jobs across 5,400+ companies and 40+ ATS types. Track applications, get AI-powered recommendations, and manage your job search -- from
Node.jsMIT★ 3Few starsNo key
Local-first, PII-safe job-hunting copilot. Scrape boards, kanban-track applications, auto-fill ATS forms, tailor resumes per JD — Claude Code skill + CLI + local webapp.
SkillApache-2.0★ 3Few starsNo key
Auto-Apply That Ends on an Interview. Applies on the employer's own hiring system across 34 hiring systems (Workday, Greenhouse, Lever, Ashby, iCIMS, Workable and more) and keeps the confirmation they
in the readmesend it | | `tailor-for-a-job` | You want a posting analysis, an ATS score or a resume rewrite for one role | | `track-applications` | You ask "did
Node.jsMIT★ 2Few starsNo key
Remote MCP server for AI Dev Jobs — discover AI/ML/LLM roles across 55+ ATS sources. Install: claude mcp add --transport http aidevboard https://aidevboard.com/mcp
SkillMITFew starsNo key
MCP server for Yardstick ATS - jobs, candidates, applications, interviews, and scorecards, hosted at https://api.yardstick.team/mcp
Hosted by authorMITFew starsNo key
CLI over the freehire job API for agents
in the skill textpath; a claim needs --evidence freehire cv render --out cv.pdf # download the ATS PDF freehire auto-apply status # where an attempt already queued on the site
SkillMIT★ 11No key
MCP server for ResuMakeAi: free ATS resume score and job-match checker, callable directly by any MCP agent.
Hosted by authorMITFew starsNo key
MCP server for the Mamba Labs Workplace Program Detector actor on Apify
in the readmestring | yes | Bare domain, for example hubspot.com. Protocol and path are stripped. | | `ats_slug` | string | no | Skip ATS discovery and read this Greenhouse, Lever or Ashby
Node.jsMITFew starsNeeds a key
Privacy-first multi-source MCP server for job discovery, normalization, deduplication, and provenance.
in the readmeand aggregators | Provider-dependent | | `jobscout_search_employers` | Search only the official employer ATS boards you configure (Greenhouse, Ashby, Lever), with the same filters and disclosure fields
Node.jsApache-2.0★ 2Few starsNo key
Hosted MCP server for JobsPipe: search live job postings from 30+ ATS feeds and job boards. Live (Bearer key): https://mcp.jobspipe.dev/mcp - no-key demo: https://jobspipe.dev/mcp
Hosted by authorMITFew starsNo key
个人求职助手 Skill（Claude/Codex）—— 搜索招聘公司、投递前先做背景调查、集中管理投递记录、辅助填写申请表单，每次真正提交都需要人工确认。
in the skill text你得到什么 | |---|---|---| | 🔎 | **找岗位** | 按岗位关键词寻找正在招聘的公司，并优先定位公司的**官方招聘页** | | 🏢 | **先背调再投递** | 汇总财务健康度、法律/司法风险、员工口碑和社交媒体公开信息 | | 📝 | **谨慎辅助填表** | 使用可见浏览器协助填写常见 ATS 表单，如 Greenhouse、Lever、Workday | | 📊 | **统一追踪投递** | 集中记录公司、岗位、渠道、状态、风险标签与跟进提醒 | | 🔁 | **避免重复投递** | 投递前检查是否已经申请过同一家公司
SkillMIT★ 11No key
Open-source Claude Code skills - reusable, drop-in agent workflows for weekly reviews, resume audits, and more.
in the skill textflow all week; learn later. | | `resume-review` | Critical, prioritised resume/CV review against ATS parsing rules, the 7-second recruiter skim, and keyword alignment with a target
SkillMIT★ 14No key
The job-application assistant that leaves the last word to you: scans the job boards you choose, scores postings against your profile, and drafts answer sheets from your own data. Self-hosted MCP serv
SkillAGPL-3.0★ 11No key
HR & recruiting AI skills — job descriptions, interview kits, offer letters, performance reviews
in the skill textinto Claude Code: | Skill | What it does | |---|---| | `/job-description-writer` | Inclusive, bias-checked JDs — ATS version + LinkedIn version + outreach subject lines | | `/interview-kit` | Structured interview kit — behavioral questions, scoring
SkillMIT★ 1Few starsNo key
MCP setup for career page jobs on Apify: open jobs from Greenhouse, Lever, Ashby, Workday and 18 more job boards for Claude, Cursor and other AI agents.
in the readmeIntegrations). Never put the token in the URL. ## What the tools do **ATS Jobs API** (`conserving_celerytop/live-career-page-jobs-api`) Give it company names, websites or job board links
Hosted by authorMITFew starsNo key
Official HireLayer MCP server: resume & CV parsing, job criteria extraction, candidate matching & ranking, and skills normalization for AI agents in Claude, Cursor, VS Code and Codex. Built for recrui
in the readmescreen applicants in a chat, build a recruiting agent, enrich an ATS, or prototype HR tech features without writing integration code. ## Quick start 1. **Add the
Node.jsMITFew starsNeeds a key
AI-powered job search plugin for Claude Code — multi-platform scraping, visa checks, salary analysis, ranked Excel exports
in the readmejob search tools stop at scraping. Job Hunter goes further — it brings **ATS-grade analysis** to your side of the table: the same requirements matching, skill
SkillApache-2.0★ 14No key
Live tech job search over public APIs and company ATS boards — for humans and for AI agents over MCP. No API key, no database.
Node.jsMITFew starsNo key
Nine remote MCP servers over 64 Apify scrapers. Tool lists, manifests, pricing and client config. No result, no charge.
in the readmenews. | | Recruiting and Jobs MCP | 10 | Job and candidate data for recruiting: ATS postings (Greenhouse, Lever, Workday, Ashby), LinkedIn, Indeed, SimplyHired, Naukri and CutShort, plus candidate
Hosted by authorMIT★ 1Few starsNo key
MCP server over the freehire job API — search, filter, and apply to IT jobs from any MCP host.
Node.jsMIT★ 3Few starsNo key
Who stands behind it
Who stands behind it
