Cosa-SAI (Gemini Docs)
Loads entire documentation sets directly into Gemini's 2M token context window, eliminating traditional RAG limitations for compre
Gemini Docs MCP Server enables AI assistants to access comprehensive documentation for various technologies using Google's Gemini API with its 2M token context window. Built by M-Gonzalo, it overcomes traditional RAG system limitations by eliminating the need for chunking, custom retrievers, and vector databases, instead loading entire documentation sets directly into the LLM. The server provides specialized tools for checking task feasibility, getting problem-solving hints, evaluating code practices, and exploring implementation alternatives. This approach delivers well-reasoned answers that consider entire technology specifications, making it particularly valuable for learning, debugging, and exploring alternative approaches across both common and obscure technologies.
Source
Repository: https://github.com/m-gonzalo/cosa-sai
Maintain Cosa-SAI (Gemini Docs)?
Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.
[Cosa-SAI (Gemini Docs) on getagentictools](https://getagentictools.com/mcp/m-gonzalo-cosa-sai?ref=badge) Related mcp
MongoDB Atlas Integrates with MongoDB Atlas to enable creating and managing database resources including clusters, network access, users, and co
Supabase Bridges Supabase databases with natural language commands for querying tables, generating TypeScript types, and exploring schemas.
Things Cloud Full read/write access to Things 3 task manager via reverse-engineered cloud SDK.
MySQL Query Provides a secure, read-only bridge to MySQL databases, enabling natural language querying across multiple environments with stric
Arduino CLI Wraps arduino-cli for complete Arduino development workflows including board detection, sketch compilation and upload, serial moni
SSH Rails Runner Enables safe remote execution of Rails console commands via SSH for efficient data operations and administrative tasks on producti