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GemForge

by PV-Bhat

AI/IntegrationGeminiCode AnalysisFile ProcessingSearch

GemForge is an enterprise-grade Gemini integration for MCP agents, supercharging them with codebase analysis, live search, and multi-file processing. It bridges Google's Gemini AI with the MCP ecosystem, enabling advanced reasoning and code mastery.

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What is GemForge?

GemForge is a server that integrates Google's Gemini AI with MCP (Model Context Protocol) agents, providing tools and capabilities to enhance their functionality.

How to use GemForge?

GemForge can be installed using npx @gemforge/mcp-server@latest init or manually by configuring a claude_desktop_config.json file and running npm install gemforge-mcp and npm start. It can also be deployed via Smithery.ai or Docker.

Key features of GemForge

  • Real-Time Web Access with gemini_search

  • Advanced Reasoning with gemini_reason

  • Code Mastery with gemini_code

  • Multi-File Processing with gemini_fileops

  • Intelligent Model Selection

  • Enterprise-Ready Reliability

Use cases of GemForge

  • Fetching real-time data and market trends

  • Solving complex logic problems with step-by-step reasoning

  • Analyzing and debugging code repositories

  • Processing and comparing multiple file formats like PDFs and images

FAQ from GemForge

What is the purpose of GemForge?

GemForge bridges the gap between Google's Gemini AI and MCP agents, enhancing their capabilities with advanced tools.

What kind of file types does GemForge support?

GemForge supports over 60 file types, including code, documents, and images.

How does GemForge handle rate limits?

GemForge includes automatic model fallbacks and API resilience mechanisms to continue functioning during rate limits or service disruptions.

How does GemForge select the best model for a task?

GemForge intelligently selects the optimal Gemini model based on the task requirements, but you can override this with the model_id parameter or the DEFAULT_MODEL_ID environment variable.

Where can I find more information about GemForge?

Visit the documentation site for advanced usage tutorials, API reference, and troubleshooting tips.