CVforge MCP Server

Official Model Context Protocol server for CVforge — AI résumé (CV) optimization built to beat Applicant Tracking Systems (ATS).

CVforge lets AI assistants and automation tools optimize résumés on the user's behalf: upload a CV, tailor it to a job offer, read the ATS match score (0–100), and download the optimized PDF — all through a standard MCP interface.

• 🌐 Website: https://cvforge.co
• 📖 Developer docs: https://cvforge.co/developers
• 🤖 llms.txt: https://cvforge.co/llms.txt
• 🔌 MCP endpoint: https://api.cvforge.co/mcp

Why CVforge

• Real GDPR anonymization — personal data is stripped before any AI processing, then re-injected locally (not after).
• Precise 0–100 ATS match score based on semantic analysis of the job offer vs your résumé.
• Native multilingual support: FR, EN, ES, DE, IT, PT.
• Web, Android & iOS apps.

Transport & Auth

Protocol	MCP 2025-03-26, JSON-RPC 2.0 over HTTP
Endpoint	https://api.cvforge.co/mcp
Auth	Bearer token — Personal Access Token (mcp_pat_…) or OAuth2 (Authorization Code + PKCE)
Requirement	CVforge Expert plan
OAuth2 discovery	https://api.cvforge.co/.well-known/oauth-authorization-server
MCP manifest	https://api.cvforge.co/.well-known/mcp.json

Tools

Tool	Description
get_profile	Get the connected user's profile and subscription
get_credits	Get credit balances (subscription, paid, free)
list_cvs	List all uploaded CV profiles
get_cv	Get a specific CV profile by ID
upload_cv	Upload a CV (PDF or DOCX, base64) → returns the parsed profile ID
list_generations	List AI-optimized CVs with ATS scores and job-offer info
get_generation	Get a specific optimized CV generation
download_generation	Get a signed URL (15 min) to download an optimized CV PDF

Usage with an MCP client

Most desktop MCP clients (e.g. Claude Desktop) connect to remote HTTP MCP servers via mcp-remote:

{
  "mcpServers": {
    "cvforge": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://api.cvforge.co/mcp"]
    }
  }
}

You will be guided through OAuth2 authorization on first use. A Personal Access Token can also be created from your CVforge account (Expert plan) and used as a Bearer token.

Example prompts

• "List my optimized CVs on CVforge"
• "What's the ATS score of my last CV?"
• "Upload my résumé to CVforge"
• "Download my latest optimized CV"

Links

• CVforge — https://cvforge.co
• Pricing (Expert plan) — https://cvforge.co/pricing
• Developer documentation — https://cvforge.co/developers

License

Documentation © CVforge. The CVforge MCP server is a hosted service operated by CVforge.