jobs-mcp

An MCP server that gives any LLM live access to US software-engineering job openings.

Point Claude (or any Model Context Protocol client) at this server and it can search current postings — pulled live from company ATS boards (Greenhouse / Lever / Ashby) and a community new-grad feed — right inside your conversation. US-only, security-clearance / citizenship-required roles filtered out, newest first. No API keys: every source is a public endpoint.

Claude  ──calls──▶  jobs-mcp
                     • search_jobs(query, location, limit)
                     • list_sources()
                       └─▶ Greenhouse · Lever · Ashby · SimplifyJobs feed
                       └─▶ US-only · clearance/citizenship roles excluded · deduped

Tools

Related MCP server: trackly-cli

Install & connect to Claude Code

git clone https://github.com/Ashishkosana/jobs-mcp && cd jobs-mcp
python3 -m venv .venv && .venv/bin/pip install -e .

# register it (stdio transport):
claude mcp add jobs -- "$(pwd)/.venv/bin/python" -m jobs_mcp

Then just ask Claude things like "find me fresh backend software engineer roles in New York" — it calls search_jobs and answers from live data.

Works with any MCP client (Claude Desktop, etc.) — point it at python -m jobs_mcp over stdio.

How it works

An MCP server exposes tools a client can discover and call. Here each tool is a plain Python function decorated with @server.tool(); its type hints become the input schema the model sees. On a call, the server fetches every source concurrently (a dead board is skipped, not fatal), applies the US + clearance filters, dedupes, and returns structured rows. See src/jobs_mcp/server.py.

Scope / honesty

• Sources are a curated company list + one community feed, not "every job on the internet" — LinkedIn/Indeed block scraping, so this uses public ATS APIs instead.

• The clearance filter is lexical (keywords + known defense employers); it catches the common cases, not every phrasing.

License

MIT