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 documentation only. The server itself is hosted, not something you run locally — connect any MCP client directly to the endpoint 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.

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.

resumakeai mcp