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cv.json — open CV data MCP server

online · 100% uptime
by freecvorg·io.github.freecvorg/cvjson·v1.1.1·4 stars
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Search people open to work and fetch their machine-readable cv.json, from any AI assistant.

B81/100grade B
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Safety scan
B81/100

full report

Adoption
Growing

4 stars36 downloads/wk

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cv.json — open CV data tools (4)

write = sends, deletes, buys or posts
  • fetch_cvFree

    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.

  • get_cvjson_schemaFree

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

  • search_open_to_workFree

    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 WITHOUT a fetch_cv per candidate. Call fetch_cv on a result to read the complete structured CV. Only already-public profiles are indexed; contact details are never returned (reach candidates via their portfolio).

  • validate_cvFree

    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[] }.

Public scan report

scanner v0.1.10 · 2026-10-30 · same rubric, same numbers if you re-run it

no findings
  • Code scan3 source files scanned25/25
  • Live reliabilityremote reachable in 2161ms17/20
  • Tool poisoning4 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 118 days ago8/15
  • Maintainer identityregistry namespace matches repository owner6/10
Overall 81/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How cv.json — open CV data compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
81/100
higher than 67% of 3,471 Web search servers
Tools
4
the typical Web search server has 5
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote Web search server answers 100%
Response time
72 ms
faster than 91% of 2,238 Web search servers
GitHub stars
4
more than 75% of 1,788 Web search servers
Downloads a week
36
more than 21% of 837 Web search servers with a package

What its tools let an agent do: 4 read

Install cv.json — open CV data in Claude Code, Cursor or VS Code

claude mcp add --transport http cvjson https://freecv.org/api/mcp
Add to Cursor

What the publisher says

From the cv.json — open CV data repository's README, as published. We do not edit it. Read it on GitHub

cv.json

An open schema for publishing a CV as a single JSON document at a stable URL — so AI agents, ATS systems, and other tools can read career data without parsing a PDF.

Site · Validator · Schema (v1) · /.well-known/cv.json (discovery)

Status

Emerging. cv.json is not a ratified standard. It is a small, opinionated schema currently maintained by FreeCV and used in production on the FreeCV portfolio platform. We're publishing the schema, validator, and examples here so other tools can adopt it and so the schema can evolve in the open. If you ship a CV product and want a say in v2, open an issue.

cv.json keeps the top-level field names of basics, work, education, skills, projects, languages, publications, awards, volunteer, interests, references, and meta familiar — anyone who has touched a JSON-shaped CV before should feel at home. It adds fields the rest of the ecosystem doesn't have (availability, ats, verification, referencesMode, i18n, the v1.3 hiring-signal block, and x-customSections for user-defined sections) and pins down date formats and a discovery convention.

60-second demo

Every published cv.json lives at a stable URL. No auth, no API key, plain HTTP. Try it right now — the demo profile is live (Ashley is fictional; the endpoint and format are real):

$ curl -s https://livelink.cv/ashley/cv.json | jq '.basics.name, .work[0].company'
"Ashley Carter"
"Brightfold Studio"

The response advertises its schema in headers:

HTTP/1.1 200 OK
Content-Type: application/json; charset=utf-8
X-CV-Version: 1.2.2
Link: <https://cvjson.com/schema/v1.json>; rel="describedby"
Access-Control-Allow-Origin: *
Cache-Control: public, max-age=300

Sites that host a CV can also declare it in HTML for crawlers:

<link rel="alternate" type="application/json"
      href="/ashley/cv.json" title="cv.json" />

…or expose a site-wide discovery manifest at /.well-known/cv.json listing all CVs hosted on the domain.

Schema at a glance

Only basics and meta are required. Everything else is optional and consumers MUST ignore unknown fields.

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Grade history

  • 2026-10-30downgradeA → Bscore 81

cv.json — open CV data: common questions

Is cv.json — open CV data MCP server safe?
Mostly: it is graded B (81/100). Read the cv.json — open CV data safety report
How do I install cv.json — open CV data?
It runs remotely at freecv.org. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does cv.json — open CV data need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is cv.json — open CV data maintained?
The last commit was 124 days ago (2026-07-04). The latest release is v1.1.1.
Is cv.json — open CV data up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of cv.json — open CV data?
Servers from other publishers that do the same job: Claude Code Ultimate Guide MCP server, Tolgee MCP server and jDocmunch MCP server.
How does cv.json — open CV data compare with other Web search MCP servers?
safety score 81/100 (higher than 67% of 3,471 Web search servers); tools 4 (the typical Web search server has 5); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

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