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ggmcp

Verified Safe

by GitGuardian

Overview

A focused MCP server for developers, providing remediation tools for secrets detected in code and honeytoken management capabilities.

Installation

Run Command
uvx --from 'git+https://github.com/GitGuardian/ggmcp.git' developer-mcp-server

Environment Variables

  • GITGUARDIAN_PERSONAL_ACCESS_TOKEN
  • GITGUARDIAN_URL
  • ENABLE_LOCAL_OAUTH
  • MCP_PORT
  • SENTRY_DSN

Security Notes

Developed by GitGuardian, a security company, the server incorporates robust security practices. It supports OAuth 2.0 PKCE and Personal Access Token (PAT) authentication, with strict scope-based access control for individual tools. Sensitive data is redacted in VCR test cassettes, and development workflows leverage `ggshield` pre-commit/pre-push hooks to prevent secret leaks in the repository itself. The server is designed to operate with 'read-only' permissions for AI agents by default, minimizing potential risks. There is no evidence of dangerous patterns like `eval()` or dynamic code execution from untrusted input in the core server logic.

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Stats

Interest Score42
Security Score9
Cost ClassMedium
Avg Tokens1000
Stars27
Forks5
Last Update2026-01-16

Tags

SecurityDevSecOpsCode ScanningSecret ManagementHoneytokensIncident Management