Skip to main content
Glama
jmass-ggg

GitHub Security Analyzer — MCP

by jmass-ggg

GitHub Security Analyzer — MCP

An AI-powered GitHub security scanner. Log in with your GitHub account, give it a repo name, and the AI scans every file for exposed secrets like API keys, passwords, and tokens — then gives you a full report with what to fix.


How It Works

1. Login with GitHub (OAuth)
        ↓
   .github_token saved locally
        ↓
2. Run the agent
        ↓
   You type a repo name
        ↓
3. AI calls deep_security_scan tool
        ↓
   Fetches every file from the repo via GitHub API
        ↓
   Scans each file with 16 secret patterns (regex)
        ↓
4. AI reads the results and writes a report
        ↓
   Tells you what was found, which file, which line, and how to fix it

Related MCP server: github-security-mcp

Project Structure

├── login.py          # GitHub OAuth login — saves token to .github_token
├── github_client.py  # Wrapper around GitHub API calls
├── server.py         # MCP tools (list repos, scan files, read code, etc.)
├── agent.py          # AI agent loop — uses OpenRouter to run the scanner
├── requirements.txt  # Python dependencies
└── .env              # Your credentials (never commit this)

Setup

1. Create a .env file:

GITHUB_CLIENT_ID=your_github_app_client_id
GITHUB_CLIENT_SECRET=your_github_app_client_secret
FLASK_SECRET_KEY=any_random_string
OPENROUTER_API_KEY=your_openrouter_key

2. Install dependencies:

pip install -r requirements.txt

3. Login with GitHub:

python login.py

Open http://127.0.0.1:5000 → click "Login with Github" → authorize → done. This saves your token to .github_token. You only need to do this once.


Running

Option A — AI Agent (terminal)

python agent.py

Enter a repo name when prompted. The AI scans it and prints a full security report.

Option B — MCP Server (for Claude Desktop or any MCP client)

mcp dev server.py

What It Scans For

Secret Type

Example Pattern

AWS Access Key

AKIA...

GitHub Token

ghp_...

Google API Key

AIza...

Stripe Keys

sk_live_...

Database URLs

postgres://user:pass@host

Generic Passwords

password = "..."

Private Keys

-----BEGIN RSA PRIVATE KEY-----

Bearer Tokens

Authorization: Bearer ...

Slack / Twilio / SendGrid tokens

various patterns


Available MCP Tools

Tool

What it does

list_repositories

Lists all your GitHub repos

repository_details

Gets details about a specific repo

read_file

Reads source code from a file

issues

Lists open GitHub issues

code_change_summary

Gets recent commit messages

security_scan

Quick scan of file names for sensitive words

deep_security_scan

Full content scan of all files for secrets


Important

  • Never commit .github_token or .env — both are in .gitignore

  • If you accidentally push your token, revoke it immediately at https://github.com/settings/tokens

F
license - not found
Not graded
quality - not tested
C
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Related MCP Servers

  • A
    license
    A
    quality
    Not graded
    maintenance
    Enterprise-grade MCP (Model Context Protocol) server for detecting secrets and sensitive information in GitHub repositories. Scans for 35+ types of secrets including API keys, passwords, tokens, and credentials with production-ready reliability features.
    5
    0
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables AI agents to perform comprehensive GitHub security audits across org settings, repositories, Actions workflows, secrets, supply chain, and access control using 39 tools and 45 checks.
    39
    521
    12
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server for AI security analysis, enabling vulnerability scanning, sensitive information leak detection, and GitHub code leak monitoring via 48 tools.
    MIT

View all related MCP servers

Related MCP Connectors

  • Scans MCP servers for tool poisoning, prompt injection and supply chain risks.

  • Scan any public GitHub MCP-server repo for security issues. 37 MCP-specific L1 rules, 8 languages.

  • Security scanner for MCP servers. Detect vulnerabilities, prompt injection, and tool poisoning.

View all MCP Connectors

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/jmass-ggg/Github-Security-analyze-MCP'

If you have feedback or need assistance with the MCP directory API, please join our Discord server