概要
What is Cvforge?
Cvforge is the official MCP server for CVforge, an AI résumé (CV) optimization service that helps beat Applicant Tracking Systems (ATS). It lets AI assistants upload a CV, tailor it to a job offer, read the ATS match score (0–100), and download the optimized PDF through a standard MCP interface.
How to use Cvforge?
Connect with any MCP client via mcp-remote by configuring the endpoint https://api.cvforge.co/mcp. First-time use guides you through OAuth2 authorization, or you can use a Personal Access Token (mcp_pat_…) from your CVforge Expert plan account.
Key features of Cvforge
- Real GDPR anonymization — personal data stripped before AI processing
- Precise 0–100 ATS match score via semantic job-offer analysis
- Native multilingual support (FR, EN, ES, DE, IT, PT)
- Web, Android, and iOS companion apps
- Upload CV in PDF or DOCX (base64 format)
- Signed download URL valid for 15 minutes
Use cases of Cvforge
- Upload a résumé and receive an optimized, ATS‑friendly version for a specific job offer
- Quickly check the ATS match score of an existing CV against a job description
- Manage and download multiple optimized CV generations from your account
- Automate batch CV optimization as part of a larger job‑application pipeline
FAQ from Cvforge
What transport and authentication does Cvforge use?
Cvforge uses MCP 2025‑03‑26 over HTTP (JSON‑RPC 2.0). Authentication is via Bearer token — either a Personal Access Token (mcp_pat_…) or OAuth2 with Authorization Code + PKCE.
What subscription plan is required to use the server?
A CVforge Expert plan is required. The endpoint and tools are not available under lower‑tier plans.
What file formats are supported for uploading a CV?
Only PDF or DOCX files are accepted, and they must be base64‑encoded when passed to the upload_cv tool.
How is personal data handled during optimization?
Personal data is stripped from the CV before any AI processing, then re‑injected locally after optimization. This is done for real GDPR anonymization — not after the fact.
Can I download the optimized CV?
Yes. The download_generation tool returns a signed URL that is valid for 15 minutes to download the optimized CV as a PDF.
