CJ

cv.json — open CV data

io.github.freecvorg/cvjson

Search people open to work and fetch their machine-readable cv.json, from any AI assistant.

Yes, your AI can use this right now.Answered a live MCP handshake in 668 ms with no sign-in needed and exposes 4 tools.

Connect it

Settings → Connectors → Add custom connector
URL: https://freecv.org/api/mcp

4 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
search_open_to_work

Search FreeCV's LIVE index of real people who are open to work — by skills, role/title, location, and recruiter facets (work type, employment type, visa sponsorship, languages, minimum experience). Returns lean candidate cards (name, current role @ company, location, top skills, languages, and the full availability preferences) plus each person's cv.json URL and portfolio URL — enough to shortlist

fetch_cv

Fetch a person's cv.json — their full machine-readable CV — by FreeCV slug or livelink.cv URL. Returns structured JSON: basics, work, education, skills, languages, availability, ats, verification, i18n.

validate_cv

Validate a cv.json document against the official cv.json schema. Provide the document (cvjson, object or JSON string) OR a slug/url to fetch and validate. Returns { valid, errors[] }.

get_cvjson_schema

Return the official cv.json JSON Schema (the format spec) — use it to understand or generate a compliant cv.json.

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