CV Resume Builder MCP

# CV Resume Builder MCP > AI-powered CV and resume builder using Model Context Protocol (MCP) Automatically generate and update your CV/resume from git commits, Jira tickets, Credly certifications, and LinkedIn. Built for professionals who want their CV to stay current without manual updates. Generates ATS-compliant LaTeX CVs that pass Applicant Tracking Systems. [](https://modelcontextprotocol.io) [](https://www.python.org/downloads/) [](https://opensource.org/licenses/MIT) ## Features - 📊 **Git commits** - Track your code contributions automatically ✅ - 🎫 **Jira tickets** - Pull completed projects and tasks ⚠️ (requires testing) - 🏆 **Credly badges** - Sync certifications and achievements ✅ - 💼 **LinkedIn profile** - Not implemented yet 🚧 (authentication required) - 📄 **PDF parsing** - Extract content from existing CVs ✅ - 🚀 **Enhanced CV generation** - Combine all data sources ✅ - 📝 **LaTeX support** - Generate professional, ATS-compliant CVs ✅ - 🤖 **ATS-friendly** - Clean formatting that passes Applicant Tracking Systems ✅ ## Quick Start ### Prerequisites - Python 3.10+ - `uv` installed (for uvx): `curl -LsSf https://astral.sh/uv/install.sh | sh` - An MCP-compatible AI assistant (Claude Desktop, Kiro, etc.) ### Installation **Using uvx (recommended - no installation needed!):** Just configure your MCP client and uvx handles the rest. **Or install with pip:** ```bash pip3 install cv-resume-builder-mcp ``` > **Note:** The configurations below use `uvx` which automatically downloads and runs the latest version from PyPI. If you're developing locally or want to test unreleased features, see [TESTING.md](TESTING.md) for local development setup. ### Configuration #### For Claude Desktop Edit `~/Library/Application Support/Claude/claude_desktop_config.json`: ```json { "mcpServers": { "cv-resume-builder": { "command": "uvx", "args": ["cv-resume-builder-mcp"], "env": { "AUTHOR_NAME": "your-git-username", "REPOS": "default:/absolute/path/to/your-repo" } } } } ``` **For multiple repositories:** Change `REPOS` to: `"CompanyA:/path1,CompanyB:/path2,Personal:/path3"` #### For Kiro IDE Edit `~/.kiro/settings/mcp.json`: ```json { "mcpServers": { "cv-resume-builder": { "command": "uvx", "args": ["cv-resume-builder-mcp"], "env": { "AUTHOR_NAME": "your-git-username", "REPOS": "default:/absolute/path/to/your-repo" } } } } ``` **For multiple repositories:** Change `REPOS` to: `"CompanyA:/path1,CompanyB:/path2,Personal:/path3"` **Important:** Use absolute paths (no `~`). Get it with `pwd` in your repo directory. ### Restart Your AI Assistant After configuration, restart Claude Desktop or Kiro to load the MCP server. ### Test It ``` "List available MCP tools" ``` You should see tools like `get_git_log`, `read_cv`, `parse_cv_pdf`, etc. ## Usage Examples ``` "Get my git commits from the last 6 months and suggest CV updates" ``` **With multiple repositories:** ``` "List all my configured repositories" "Get my commits from CompanyA for the last 3 months" "Show me all my work across all repositories in the last year" ``` ### Parse existing CV ``` "Parse my CV at ~/Documents/resume.pdf" ``` ### Generate enhanced CV ``` "Generate an enhanced CV using my existing resume.pdf and recent work from the last 3 months" ``` ### Get certifications ``` "Get my Credly badges and add them to my CV" ``` ### Analyze commit impact (NEW!) ``` "Analyze my commits from the last month and show me what I actually built" "Get detailed code changes for commit abc123 to understand the impact" "Show me the stats for my recent commits to highlight achievements" ``` ### Career guidance ``` "Based on my commits, Jira tickets, and certifications, what seniority level am I at?" "Analyze my work and suggest what skills I need for senior/staff/principal level" "Review my achievements and help me position myself for a promotion" "What's missing from my profile to reach the next level?" ``` ## Optional Integrations Add these to your MCP configuration's `env` section: ### Jira (⚠️ Requires Testing) ```json "JIRA_URL": "https://your-company.atlassian.net", "JIRA_EMAIL": "your-email@example.com", "JIRA_API_TOKEN": "your-api-token", "JIRA_USER": "your-email@example.com" ``` Get API token: https://id.atlassian.com/manage-profile/security/api-tokens **Note:** Jira integration is functional but requires more testing across different Jira configurations. Please report any issues! ### Credly (✅ Fully Tested) ```json "CREDLY_USER_ID": "your-credly-username" ``` Find your username in your Credly profile URL: `https://www.credly.com/users/YOUR-USERNAME` ### LinkedIn (🚧 Not Implemented) ```json "LINKEDIN_PROFILE_URL": "https://www.linkedin.com/in/yourprofile" ``` **Note:** LinkedIn integration is not yet implemented due to authentication requirements. The tool currently only returns your profile URL. For now, manually copy your LinkedIn achievements to `wins.md` file. Contributions welcome! ### CV Formatting ```json "MAX_BULLETS_PER_EXPERIENCE": "5" ``` ## Available Tools | Tool | Description | |------|-------------| | `get_git_log` | Get your git commits from default repo (excludes merge commits) | | `list_repos` | List all configured repositories | | `get_git_log_by_repo` | Get commits from a specific repository | | `get_git_log_all_repos` | Get commits from all repos, grouped by project | | `get_commit_details` | **NEW!** Get detailed commit info including code changes (diff) for impact analysis | | `analyze_commits_impact` | **NEW!** Analyze multiple commits with stats to understand actual work done | | `read_cv` | Read your current LaTeX CV | | `read_wins` | Read your wins.md achievements file | | `get_jira_tickets` | Get completed Jira tickets | | `get_credly_badges` | Get your certifications from Credly | | `get_linkedin_profile` | Read your LinkedIn profile summary | | `parse_cv_pdf` | Extract text from existing CV/resume PDF | | `generate_enhanced_cv` | Combine all data sources into comprehensive report | | `get_cv_guidelines` | Get formatting rules and constraints | ## Project Structure ``` cv-resume-builder-mcp/ ├── src/cv_resume_builder_mcp/ │ ├── __init__.py │ └── server.py # Main MCP server ├── tests/ │ └── test_server.py # Unit tests ├── pyproject.toml # Package configuration ├── requirements.txt # Dependencies ├── .env.example # Configuration template ├── cv.tex # LaTeX CV template ├── wins.md # Manual achievements tracking └── README.md # This file ``` ## Development ### For End Users (Production) Use the `uvx` configuration shown above. It automatically downloads the latest stable version from PyPI. ### For Contributors (Local Development) **Just testing locally?** Clone the repo: ```bash git clone https://github.com/eyaab/cv-resume-builder-mcp.git cd cv-resume-builder-mcp pip install -e ".[dev]" ``` **Want to contribute changes?** Fork first, then clone your fork: 1. Click "Fork" on GitHub 2. Clone your fork: ```bash git clone https://github.com/YOUR-USERNAME/cv-resume-builder-mcp.git cd cv-resume-builder-mcp pip install -e ".[dev]" ``` Then use the local development configuration from [TESTING.md](TESTING.md) which uses `python3 -m` instead of `uvx`. ### Run Tests ```bash pytest ``` ### Format Code ```bash black src/ ruff check src/ ``` ## Contributing Contributions welcome! Please: 1. Fork the repository 2. Create a feature branch 3. Make your changes 4. Add tests if applicable 5. Ensure no credentials are hardcoded 6. Submit a pull request See [CONTRIBUTING.md](CONTRIBUTING.md) for details. ## Troubleshooting ### MCP server not showing up - Verify absolute paths in config (use `pwd`) - Restart your AI assistant completely - Check for typos in configuration ### Git log returns empty - Check your git author name: `git config user.name` - Update `AUTHOR_NAME` to match exactly ### "Command not found: uvx" - Install uv: `curl -LsSf https://astral.sh/uv/install.sh | sh` - Or: `brew install uv` ### Jira/Credly errors - Verify API tokens are correct - Check URLs don't have trailing slashes - Ensure services are accessible ## Security - All credentials stored in environment variables - No data sent to external services except configured integrations - Git history stays local - Open source - audit the code yourself ## License MIT License - see [LICENSE](LICENSE) file for details. ## Support - 🐛 **Report bugs** - Open an issue on GitHub - 💡 **Request features** - Create a feature request issue - 💬 **Ask questions** - Start a discussion on GitHub --- **Keywords:** cv builder, resume builder, mcp, model context protocol, ai resume, ai cv, automatic cv, career tracker, latex cv, resume generator, cv generator, developer resume, tech resume, ats compliant, ats friendly, applicant tracking system Made with ❤️ for developers who hate updating their CVs manually