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adeolaoj

job-board-mcp

by adeolaoj
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Remote

job-board-mcp

An MCP server that lets an AI assistant like Claude search open roles at a short list of companies through their official, public job board APIs (Greenhouse, Lever, and Ashby), filter them to my career lanes, and save matches to a Notion tracker.

Status: in progress. This README describes what's planned. Each section will be filled in as it's built.

Why official APIs instead of scraping

Many job tools scrape LinkedIn and Indeed, often using proxies to get around blocking. This project takes the opposite approach:

  • Official APIs only. Many companies publish their openings through their applicant tracking system's public job board API. These need no authentication and are meant to be read.

  • A short list of companies I chose, not the whole internet.

  • Light on requests. Responses are cached so the APIs aren't hit repeatedly.

Related MCP server: JobPilot MCP

Planned features

Tool

What it does

list_companies()

Lists the configured companies and the ATS each one uses

search_jobs(lane?, keywords?, location?, companies?, posted_within_days?)

Finds matching jobs across all companies in one normalized format, newest first

get_job(company, job_id)

Returns the full job description as plain text

save_job_to_notion(company, job_id, lane)

Adds the job to a Notion "Jobs" database and skips duplicates

Also planned:

  • Configuration in YAML: config/companies.yaml for the companies to search and config/lanes.yaml for title keywords per lane

  • About 15 minutes of response caching

  • If one company's request fails, the error is reported and results from the other companies still come back

  • Unit tests that run against saved API responses

Coming soon

  • Setup (Python environment, Notion integration, Claude Desktop config)

  • Example prompts

  • Architecture diagram

  • Demo GIF

License

MIT

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Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources

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