RecruitData
Unified job search MCP server that aggregates live listings from multiple job boards with deduplication, enabling AI agents to find and filter jobs by keyword and location.
README
RecruitData — Live Jobs & Hiring Data API for AI Agents (MCP)
The reliable jobs & hiring data layer that recruiting-AI agents plug into. One call → unified, deduplicated job listings from LinkedIn (premium), Foundit, Shine, RemoteOK, BuiltIn & WeWorkRemotely — no need to build and maintain separate scrapers for each board.
Live MCP server: https://recruitdata-mcp.datapulse.workers.dev/mcp
Why
Recruiting and HR AI agents need live job/hiring data constantly — but each job board is a separate, often-defended integration. RecruitData does the hard part once and exposes it as a single reliable MCP tool:
- 5 sources, 1 call — unified schema: title, company, location, salary, skills, experience, url.
- Deduplicated across boards.
- Reliable — uses each board's real data endpoints, not fragile page-scraping.
- Pay-per-use via subscription — built for AI products, not humans.
Tools
| Tool | Description |
|---|---|
search_jobs |
Search jobs across all boards by keyword + location |
get_pricing |
Tiers and subscribe link |
Example
{ "tool": "search_jobs", "arguments": { "keyword": "data scientist", "location": "bangalore", "max": 50 } }
Connect
Add to any MCP client (Claude, Cursor, Cline, Windsurf, agents) via the remote URL:
https://recruitdata-mcp.datapulse.workers.dev/mcp
Pricing
- Free: 15 jobs per call from public boards (Foundit, Shine, RemoteOK, BuiltIn, WeWorkRemotely).
- Pro — $49/month: up to 300 jobs/call + LinkedIn premium source + priority. After subscribing, pass your account email as
customerEmail. - Subscribe: https://checkout.dodopayments.com/buy/pdt_0Ngl1yN9u8QXlW1cZqYrU?quantity=1
Use cases
- Recruiting / sourcing AI agents — live candidate-facing job data.
- HR-tech & job aggregators — one feed instead of many integrations.
- Market-intelligence agents — hiring trends, in-demand skills, salaries.
Tech
Cloudflare Workers · Model Context Protocol · streamable-HTTP. Sources accessed via their public data endpoints. Built for reliability and low latency at the edge.
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