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@thechandanbhagat thechandanbhagat commented Oct 27, 2025

Description

CV-Forge is a new MCP server that intelligently matches job seekers with opportunities by analyzing job postings and generating perfectly-tailored CVs. This PR adds CV-Forge to the Community Servers section of the README, making it discoverable for developers integrating job matching capabilities into their applications.

Server Details

  • Server: CV-Forge (Community Server)
  • Changes to: README.md - Community Servers section

Motivation and Context

CV-Forge solves a critical pain point for job seekers: the time-consuming process of customizing CVs for each job application. By leveraging MCP protocol, it provides an intelligent bridge between job postings and personalized CV generation, significantly improving job application quality and reducing manual effort.

How Has This Been Tested?

  • Tested with Claude API as the LLM client
  • Scenarios tested: Job posting analysis, CV data generation, PDF export, HTML export, and Markdown export formats
  • Validated with multiple job postings across different industries and roles

Breaking Changes

None. This is a new server addition to the community list with no impact on existing configurations.

Types of changes

  • New feature (non-breaking change which adds functionality)
  • Documentation update

Checklist

  • I have read the MCP Protocol Documentation
  • My changes follows MCP security best practices
  • I have updated the server's README accordingly
  • I have tested this with an LLM client
  • My code follows the repository's style guidelines
  • New and existing tests pass locally
  • I have added appropriate error handling
  • I have documented all environment variables and configuration options

Additional context

CV-Forge provides multiple export formats (PDF, HTML, Markdown) and integrates seamlessly with the MCP protocol for easy adoption. The server is production-ready and includes comprehensive error handling for edge cases in CV generation and job matching.

Copilot AI review requested due to automatic review settings October 27, 2025 22:57
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Pull Request Overview

This PR adds CV-Forge, a new community-developed MCP server for intelligent CV generation and job matching, to the README's Community Servers section. The server analyzes job postings and generates tailored CVs in multiple formats (PDF, HTML, Markdown).

Key Changes:

  • Added CV-Forge entry to the Community Servers alphabetical list
  • Included description and author attribution link
Comments suppressed due to low confidence (1)

README.md:1448

  • Empty line added before the Community Servers section. This appears to be an unintentional change that doesn't serve any formatting purpose and should be removed to maintain consistency with the rest of the document.
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Removed a redundant line from the README.
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