Overview
Features
Direct Gemini CLI Integration
Zero API costs using the official Gemini CLI for all interactions.
Simple MCP Tools
Two core functions for basic queries and file analysis.
Stateless Operation
No sessions, caching, or complex state management.
Production Ready Timeout
Robust error handling with configurable 60-second timeouts.
Minimal Dependencies
Only requires mcp>=1.0.0 and Gemini CLI.
Easy Deployment
Support for both uvx and traditional pip installation.
Universal MCP Compatibility
Works with any MCP-compatible AI coding assistant.
Attachment Guardrails
Inline transfers capped at ~256 KB per file and ~512 KB per request; mode 'at_command' handles larger payloads.
Who Is This For?
- AI coding assistants:Enable Gemini CLI access within MCP workflows for code-related tasks.
- MCP client developers:Provide a reliable bridge for Gemini CLI integration with MCP-compatible clients.
- IDE users:Use a lightweight bridge to access Gemini via MCP inside editors.




