ResuMakeAi MCP Server

A free, unauthenticated Model Context Protocol server for ResuMakeAi — an AI resume builder that matches resumes against live job postings instead of generic keyword advice.

This repo is mostly documentation — the server itself is hosted, not something you need to run locally. Connect any MCP client directly to the endpoint below. A Dockerfile is included only so directory scanners that require a buildable image can introspect the listing; it doesn't run the server, it bridges stdio to the hosted endpoint (see "Docker / local bridge" below).

Endpoint

https://www.resumakeai.com/api/mcp

• Transport: Streamable HTTP
• Auth: none
• Rate limit: pooled across all callers, resets daily

Tools

score_resume

Scores a resume against a specific job description. Returns:

• atsScore — 0-100 ATS parsing/formatting score
• matchPercentage — 0-100 fit against the job description
• missingSkills — skills the posting wants that the resume doesn't show
• suggestedKeywords — keywords worth adding
• atsIssues — specific formatting problems that risk mis-parsing

Input:

Field	Type	Notes
resumeText	string	Plain text of the resume, 50–6000 characters
jobDescription	string	Plain text of the job posting, 50–4000 characters

Connecting

Claude Desktop / Claude Code (claude_desktop_config.json or equivalent):

{
  "mcpServers": {
    "resumakeai": {
      "url": "https://www.resumakeai.com/api/mcp"
    }
  }
}

Any other MCP client that supports Streamable HTTP transport can connect directly to the URL above — no local install, no API key.

Docker / local bridge

Not needed for normal use — this is only for tooling that expects a local, stdio-speaking MCP server (directory introspection scanners, or an MCP client that doesn't support remote HTTP servers directly). It bridges stdio to the real hosted endpoint above via mcp-remote:

docker build -t resumakeai-mcp .
docker run -i resumakeai-mcp

About ResuMakeAi

ResuMakeAi combines resume writing, ATS optimization, and live job matching in one tool: an AI resume builder, a free ATS + job-match checker (resumakeai.com/ats-checker), an AI cover letter generator, and AI interview prep, scored against real, currently-open listings pulled from five job boards.

License

MIT — this repo (docs only). The hosted service itself is a commercial product; see resumakeai.com/terms.