Headcount Labs
Job postings search: find, count and read open jobs from employer career sites, with pay and links.
MCP server · by headcountlabs.com
About
Headcount Labs is an MCP server published by headcountlabs.com. Marketplaces we read that list it: 1 (Official MCP Registry). The last change we recorded was on 2026-10-18. As of our marketplace pass on 2026-10-21.
What it asks for
- Runs remotely
None of the marketplaces we read publishes its tools or the settings it asks for.
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Works with
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
A one-click link opens the client, which asks you to confirm before it adds the server.
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Observed by Ext Ops
Observed by Ext Ops on 2026-10-20: what the endpoint itself answered when asked to list its tools. We never call the tools.
Tools: 9 · Resources: 4
Server: headcountlabs 1.0.0 · MCP protocol version 2025-06-18
- Ships an MCP Apps interface
Tool metadata as listed on 2026-10-20: annotations on 9 of 9 tools · parameter descriptions on 33 of 40.
count_jobsget_joblist_fieldsmarket_breakdownmarket_dimensionsmarket_lookupsalary_rangesearch_docssearch_jobs
Its marketplaces publish no list of tools.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a remote MCP server
Built from what Official MCP Registry declares.
claude mcp add --transport http jobs https://api.headcountlabs.com/mcp/public[mcp_servers.jobs]
url = "https://api.headcountlabs.com/mcp/public"{
"mcpServers": {
"jobs": {
"url": "https://api.headcountlabs.com/mcp/public"
}
}
}Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 1.2.0 | Forks (GitHub): 0 Stars (GitHub): 0 |
Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What changed
- Official MCP Registry: released version 1.2.0 (was 1.1.0)
- Official MCP Registry: repository or package changed
- Official MCP Registry: description changed
- Official MCP Registry: released version 1.1.0 (was 1.0.0)
- Became a product we track
- Official MCP Registry: appeared
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
Search and count job postings from 185 sources in 250 countries (~8M new per month).
-
hiringindex-mcp io.github.starnikovoleg/hiringindex-mcp
Search live job postings, aggregate any market slice, and see how long each listing has been open.
-
Company Signals: startup jobs & hiring data
Search 260,000+ open jobs at 8,000+ companies, list any company's open roles live, detect its ATS.
-
wellfound-jobs io.github.johnisanerd/wellfound-jobs
Wellfound startup jobs with salary and equity parsed, via an Apify Actor, hosted MCP.
-
Search LinkedIn, Indeed, ZipRecruiter, Glassdoor and regional job boards
-
mcp-ashby io.github.smeet666/mcp-ashby
Search public Ashby job boards: resolve a company, read its openings and the pay it publishes.
-
Live US jobs from employers' own career sites, still-open checks, competitive hiring reports.
-
mcp com.datronis/mcp
Search and apply to real jobs, browse companies, and read tech news via Datronis's live data.
-
Search 1.2M+ open jobs from 22k companies, read full listings and look up employers.
-
Job search over employers' own hiring systems. Search with no key; a free key opens every read tool.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
AI-native recruiting platform. Search jobs, manage applications, check AI interview assessments, schedule meetings, rate employers, post jobs, search candidates, and get hiring…
-
Findem Studio plugin for talent intelligence — 3 remote MCP connectors with OAuth, comprehensive reviewer runbook.
-
An AI-powered job search companion that combines the capabilities of recruiters, career coaches, reverse recruiters, and market analysts into a single intelligent platform.
-
AI job search command center for Claude Code. Evaluate job offers with fit scoring, generate tailored CVs and cover letters, scan 45+ company career portals automatically, track…
-
Automate your job search end-to-end with Claude Code. JobPilot searches job boards, scores matches against your resume, auto-fills application forms via browser automation…
Has a listing on Claude Code: claude-plugins-official (5)
-
Search companies and contacts, enrich leads, find lookalikes, and get AI-ranked contact recommendations. Pre-built skills chain multiple ZoomInfo tools into complete B2B sales…
-
Government contracting research and capture workflows in Claude: opportunity and pipeline briefs, bid/no-bid and competitor analysis, price-to-win and proposal prep, powered by…
-
Web scraping, Google search, structured data extraction, and MCP server integration powered by Bright Data. Includes 7 skills: scrape any webpage as markdown (with bot…
-
QuickBooks business insights and actions: financial health briefings across P&L, cash flow, balance sheet and A/R, industry benchmarking, payroll cost analysis, overdue-invoice…
-
Connect to Atlassian products including Jira and Confluence. Search and create issues, access documentation, manage sprints, and integrate your development workflow with…
Has a listing on Claude: knowledge-work-plugins (5)
-
Streamline people operations — recruiting, onboarding, performance reviews, compensation analysis, and policy guidance. Maintain compliance and keep your team running smoothly.
-
Search companies and contacts, enrich leads, find lookalikes, and get AI-ranked contact recommendations. Pre-built skills chain multiple ZoomInfo tools into complete B2B sales…
-
Government contracting research and capture workflows in Claude: opportunity and pipeline briefs, bid/no-bid and competitor analysis, price-to-win and proposal prep, powered by…
-
Web scraping, Google search, structured data extraction, and MCP server integration powered by Bright Data. Includes 7 skills: scrape any webpage as markdown (with bot…
-
QuickBooks business insights and actions: financial health briefings across P&L, cash flow, balance sheet and A/R, industry benchmarking, payroll cost analysis, overdue-invoice…
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Develop your payments integration faster with the ability to create products, prices, and payment links directly in ChatGPT. Run your business from ChatGPT with the ability to…
-
Work with SharePoint using the configured Microsoft SharePoint app connector.
-
PostHog gives your AI agent direct access to your product analytics, feature flags, experiments, error tracking, surveys, logs, and LLM analytics. Ask questions about your data…
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Turn Codex into your ClickUp command center.
Has a listing on Community GitHub marketplaces (5)
-
Jobs with the employer's real posting date, from employers' own ATS. HR family. Résumé stays local.
-
Career planning — log roles, compare offers, track applications, salary benchmark, with planning/job-search/salary variants.
-
Recruiting & talent-sourcing skills: Boolean Search Builder, Recruiter Outreach, Interview Question Bank, Candidate Scorecard, Offer Letter, and Sourcing Strategy. Source, assess…
-
Open-source AI job search that runs locally in your AI coding CLI: scan job portals, evaluate listings into a structured A-H report with a 1-5 score, tailor your CV, track…
-
Local-first semantic job search over the Open Jobs dataset (~3M postings, crawled daily) with freshness, ghost, and date-bump detection no job board provides.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Turn your Copilot sessions into proof of impact — research-grounded HTML reports with effort estimation, skills analysis, and ROI metrics from local session logs.
-
Self-configuring status briefing generator. Learns your communication style from examples, discovers your data sources, and produces draft updates for any audience on demand.
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
Helps devs extract data from any website with thousands of trusted scrapers, crawlers, and automations from Apify Store. Integrate ready-made Actors to access all popular social…
-
Complete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a…
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
Build and manage Microsoft Dataverse solutions using natural language. Includes table/column creation, solution lifecycle, data operations, and MCP server configuration.
Has a listing on Cursor: cursor/plugins (5)
-
Search talent, post jobs, and manage contracts.
-
Query recruiting analytics, shortlists, and sourcing agents.
-
Search candidates, jobs, and applications, and review scorecards in Greenhouse Recruiting.
-
Search candidates, move pipelines, and manage HR records.
-
Search candidates, prep interviews, and manage pipeline tasks.
Has a listing on Docker MCP Catalog (5)
-
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
-
This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape LinkedIn profiles and companies, get your recommended jobs, and perform job searches. Set…
-
Official Firecrawl MCP server, the context API for AI agents: search, scrape, and interact with the web, plus parse, crawl, map, Agent and Monitor, from any MCP client.
-
oxylabs-mcp io.oxylabs/oxylabs-mcp
Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API.
-
A MCP server implementation for hyperbrowser.
Has a listing on Official MCP Registry (5)
-
Search and count job postings from 185 sources in 250 countries (~8M new per month).
-
hiringindex-mcp io.github.starnikovoleg/hiringindex-mcp
Search live job postings, aggregate any market slice, and see how long each listing has been open.
-
Company Signals: startup jobs & hiring data
Search 260,000+ open jobs at 8,000+ companies, list any company's open roles live, detect its ATS.
-
wellfound-jobs io.github.johnisanerd/wellfound-jobs
Wellfound startup jobs with salary and equity parsed, via an Apify Actor, hosted MCP.
-
Search LinkedIn, Indeed, ZipRecruiter, Glassdoor and regional job boards
Has a listing on npm registry (MCP servers) (5)
-
linkedin-mcp io.github.devag7/linkedin-mcp
Unofficial local LinkedIn research and opt-in alpha writes; live compatibility is unverified.
-
ILO Labour Statistics (ILOSTAT): unemployment, wages, informality
Labour market data from the ILO (ILOSTAT) by country, year, sex and age, with provenance.
-
housecall-pro-mcp io.github.hcpapi/housecall-pro-mcp
Independent MCP server for the Housecall Pro API: jobs, estimates, invoices, price book, schedule.
-
dealflowpro io.github.jbechtel-97/dealflowpro
Multifamily real estate deal analysis — cap rate, DSCR, IRR, DFP Score, max offer price
-
B2B lead and company data for AI agents: free search, pay only for emails, phones, profiles.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Want this mark on your plugin in our catalog?
Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works
You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.