Which integrations are available for this server?

Enables pushing tailored resume changes to a GitHub repository for version control and remote storage. Automatically compiles the LaTeX resume into a PDF via GitHub Actions after changes are pushed, making the PDF available as an artifact or committed back to the repository.

How do I use resume-maker-mcp?

1. Click on "Deploy Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@resume-maker-mcp Analyze this job description, tailor my resume, and push the changes to GitHub." That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

resume-maker-mcp

by 9ikhil

Overview Schema Source Related Servers Discussions Admin

Python

Local

resume-maker-mcp

A local MCP (Model Context Protocol) server that analyzes job descriptions and automatically tailors your LaTeX resume — then pushes it to GitHub where Actions compiles a fresh PDF. Works entirely with Claude Desktop. Zero cost.

Architecture

Claude Desktop
      ↓  MCP protocol
resume-maker-mcp  (this server)
      ↓  file I/O + git
Local .tex files in /resume
      ↓  git push
GitHub repo
      ↓  GitHub Actions
resume.pdf  (auto-compiled, downloadable)

Related MCP server: CV Resume Builder MCP

Tools Exposed

Tool	What it does
`analyze_jd`	Parses a job description → extracts skills, stack, keywords, seniority, fit score
`tailor_resume`	Rewrites a resume section to target the JD (does NOT write to disk)
`push_changes`	Writes edits to disk, git commits, pushes → triggers PDF compilation
`read_resume`	Reads any section or the full resume.tex
`list_sections`	Shows all section files and their status

Setup

1. Clone and install

git clone https://github.com/YOUR_USERNAME/resume-maker-mcp.git
cd resume-maker-mcp

python3 -m venv .venv
source .venv/bin/activate        # Windows: .venv\Scripts\activate
pip install -e .

2. Set up GitHub repo

cd resume-maker-mcp
git init
git remote add origin https://github.com/YOUR_USERNAME/resume-maker-mcp.git
git add .
git commit -m "feat: initial resume-maker-mcp setup"
git push -u origin main

3. Fill in your resume

Edit these files with your actual information:

resume/resume.tex — header (name, email, LinkedIn, GitHub)
resume/sections/education.tex — education history
resume/sections/experience.tex — your work history
resume/sections/skills.tex — your tech skills
resume/sections/projects.tex — your projects
resume/sections/achievements.tex — awards, certifications, and achievements

The template renders sections in this order: Education, Technical Skills, Experience, Projects, and Achievements. Each project includes editable Live and Code links. Replace the example URLs with your deployment and repository URLs.

4. Configure Claude Desktop

Open your Claude Desktop config file:

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json
Linux: ~/.config/Claude/claude_desktop_config.json

Add this block (replace paths with your actual absolute paths):

{
  "mcpServers": {
    "resume-maker": {
      "command": "/absolute/path/to/resume-maker-mcp/.venv/bin/python",
      "args": ["-m", "server"],
      "cwd": "/absolute/path/to/resume-maker-mcp",
      "env": {
        "RESUME_DIR": "/absolute/path/to/resume-maker-mcp/resume"
      }
    }
  }
}

See claude_desktop_config.example.json for platform-specific examples.

Restart Claude Desktop after saving the config.

5. Verify it works

In Claude Desktop, type:

list all resume sections

You should see all 5 editable sections listed with their file paths.

Usage — full workflow

Analyze a job description

Analyze this job description and tell me the fit score:

[paste the full JD here]

Tailor a specific section

Tailor my skills section for this job description:

[paste JD]

Tailor and push in one shot

Analyze this JD, tailor my skills and projects sections, then push the changes to GitHub:

[paste JD]

Check what changed

Read my current projects section

How the PDF gets compiled

Once you push changes, GitHub Actions automatically:

Installs LaTeX (texlive) on an Ubuntu runner
Runs pdflatex resume.tex twice (for proper cross-references)
Uploads resume.pdf as a downloadable artifact
Commits resume.pdf back to the repo

Download your PDF: Go to your GitHub repo → Actions tab → latest workflow run → Artifacts → resume-pdf.

Or directly from the repo root after Actions commits it back.

Customize fit scoring

The default fit score is a placeholder. To make it accurate, open tools/analyze_jd.py and update the score_fit() function with your own skills list:

MY_SKILLS = {
    "python", "fastapi", "react", "postgresql", "docker", "aws"
    # add your actual skills here
}

def score_fit(tech_stack: dict, seniority: str) -> dict:
    found = {kw for kws in tech_stack.values() for kw in kws}
    matched = found & MY_SKILLS
    score = int(len(matched) / max(len(found), 1) * 100)
    return {"score": score, "matched": list(matched), "missing": list(found - MY_SKILLS)}

Project structure

resume-maker-mcp/
├── server.py                        ← MCP server entry point
├── tools/
│   ├── analyze_jd.py                ← JD parser & keyword extractor
│   ├── tailor_resume.py             ← section rewriter
│   ├── push_changes.py              ← git commit & push
│   ├── read_resume.py               ← file reader
│   └── list_sections.py             ← section lister
├── resume/
│   ├── resume.tex                   ← main LaTeX document
│   └── sections/
│       ├── education.tex
│       ├── experience.tex
│       ├── skills.tex
│       ├── projects.tex
│       └── achievements.tex
├── .github/
│   └── workflows/
│       └── compile.yml              ← GitHub Actions PDF builder
├── pyproject.toml
├── claude_desktop_config.example.json
└── README.md

Tech stack

Layer	Technology	Cost
MCP server	Python 3.10+, `mcp` SDK	Free
Resume format	LaTeX	Free
Version control	Git + GitHub	Free
PDF compilation	GitHub Actions	Free (2000 min/mo)
AI integration	Claude Desktop	Free tier

License

MIT

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Maintenance

ActivityMaintained

ResponsivenessNo issues

Resources

GitHub Repository

Need Help?

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MIT

resume-maker-mcp

Architecture

Tools Exposed

Setup

1. Clone and install

2. Set up GitHub repo

3. Fill in your resume

4. Configure Claude Desktop

5. Verify it works

Usage — full workflow

Analyze a job description

Tailor a specific section

Tailor and push in one shot

Check what changed

How the PDF gets compiled

Customize fit scoring

Project structure

Tech stack

License

Maintenance

Resources

Related MCP Connectors

Related MCP Servers

TuneIt MCP Server

CV Resume Builder MCP

mcp-overleaf-server

cv-tailor-mcp