{
  "markdown": "# ResuMakeAi MCP Server\n\nA free, unauthenticated [Model Context Protocol](https://modelcontextprotocol.io) server for [ResuMakeAi](https://www.resumakeai.com) — an AI resume builder that matches resumes against live job postings instead of generic keyword advice.\n\nThis repo is documentation only. The server itself is hosted, not something you run locally — connect any MCP client directly to the endpoint below.\n\n## Endpoint\n\n```\nhttps://www.resumakeai.com/api/mcp\n```\n\n- **Transport:** Streamable HTTP\n- **Auth:** none\n- **Rate limit:** pooled across all callers, resets daily\n\n## Tools\n\n### `score_resume`\n\nScores a resume against a specific job description. Returns:\n\n- `atsScore` — 0-100 ATS parsing/formatting score\n- `matchPercentage` — 0-100 fit against the job description\n- `missingSkills` — skills the posting wants that the resume doesn't show\n- `suggestedKeywords` — keywords worth adding\n- `atsIssues` — specific formatting problems that risk mis-parsing\n\n**Input:**\n\n| Field | Type | Notes |\n|---|---|---|\n| `resumeText` | string | Plain text of the resume, 50–6000 characters |\n| `jobDescription` | string | Plain text of the job posting, 50–4000 characters |\n\n## Connecting\n\n**Claude Desktop / Claude Code** (`claude_desktop_config.json` or equivalent):\n\n```json\n{\n  \"mcpServers\": {\n    \"resumakeai\": {\n      \"url\": \"https://www.resumakeai.com/api/mcp\"\n    }\n  }\n}\n```\n\nAny other MCP client that supports Streamable HTTP transport can connect directly to the URL above — no local install, no API key.\n\n## About ResuMakeAi\n\n[ResuMakeAi](https://www.resumakeai.com) 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](https://www.resumakeai.com/ats-checker)), an AI cover letter generator, and AI interview prep, scored against real, currently-open listings pulled from five job boards.\n\n## License\n\nMIT — this repo (docs only). The hosted service itself is a commercial product; see [resumakeai.com/terms](https://www.resumakeai.com/terms).\n",
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  "repo_slug": "sonnykatongola-ops/resumakeai-mcp",
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  "api": "https://agentalog.com/api/listings/mcp_io_github_sonnykatongola_ops_resumakeai__bc9284b9/readme"
}