Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere

End-to-end documentation to set up your own local & fully private LLM server on Debian. Equipped with chat, web search, RAG, model management, MCP servers, image generation, and TTS.

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and Cargo Commands.

An MCP server that exposes the Revit API docs and sample code to LLMs.

Lightweight RAG server for the Model Context Protocol: ingest source code, docs, build a vector index, and expose search/citations to LLMs via MCP tools.

Personal LLM-powered research wiki: raw docs in, linked markdown wiki out, cited Q&A, streaming chat UI, MCP server

Bootstrap any project for LLM-driven development with Claude Code. One command sets up spec-driven docs, iterative review loops, plan coordination, knowledge accumulation, MCP servers, and code conventions. Includes Go and TypeScript guides, 7 plan templates, and a full idea-to-project pipeline.

All-in-one MCP server for local LLMs (web/doc/scholar/calc) no API keys required.

Pine Script v6 workspace - LLM reference docs + MCP server

An MCP server that retrieves the docs of reflex for llm reference

🔗 Connect LLMs to Google Docs with this unofficial MCP server for smarter workflows and enhanced document management.

MCP server for web search that extracts relevant excerpts instead of summarizing. BM25 + structural heuristics surface the actual Stack Overflow answer, GitHub discussion, or docs paragraph you need. No LLM summarization layer, just IR-based extraction.

This repo contains GLM model for generating text, analyzing images,pdf,ppt.doc files. This is the demo of how we can use the LLM model in our server with Transformers..

Offline AI assistant with RAG using phi-3 and Flask UI. Local LLM with PDF/Text RAG—fast, private, and server-free. Smart document Q&A system running locally with phi-3. Flask-powered RAG app using local embeddings and Ollama. Self-hosted LLM with doc search and natural language queries.

Lightweight AI data gateway — turn any SQL database into secure REST APIs instantly. Single Docker container, zero config. Connect PostgreSQL, MySQL, SQL Server or SQLite for auto-generated CRUD endpoints with JWT auth, API keys and Swagger docs. Built for LLM tool-use and AI agents needing structured database access without direct SQL exposure.

Server with llm functions for doc-chat

Consolidated n8n documentation from 5 repositories (excluding n8n-docs-llms) for MCP servers

MCP server for warcraft.wiki.gg — live WoW API behavioral docs for LLMs

A Discord bot that answers questions about Google Docs using llms via Groq. Built with a modular, MCP server using Google Docs retrieval from URL, dynamic prompt generation, and LLM inference.

Turn your API docs into an intelligent MCP server — deterministic routing, layered knowledge injection, zero LLM dependency.

End-of-session housekeeping skill for LLM coding assistants — kill servers, test, build, commit, push, update docs

📄 Connect LLMs with Google Docs through this unofficial MCP server for smarter workflows and efficient document management.

MCP server & llm.txt for PayHere payment gateway — AI-ready docs for Claude Code, Cursor, Windsurf, Copilot & more

GraphRAG-powered knowledge management — 4-way fusion search, Leiden community detection, multi-format docs, DB connectors, multi-LLM support, MCP Server, Docker deploy.

113 battle-tested patterns for building MCP servers that LLMs actually use correctly. Validated against Anthropic docs, MCP spec, 30+ Reddit threads, and production experience.

GoHighLevel API v2.0 docs in clean Markdown — 300+ endpoints, 31 resources, ready for AI agents, LLMs, MCP servers, and RAG pipelines. Save your Firecrawl tokens.

MCP server for Phaser's Official API Documentation, includes fetch & indexing of latest docs, embeddings and semantic search exposing one single tool to the LLM working with the Phaser API.

mcp-memory-server is a Go-based context engine that captures and serves long-term developer memory—code, commits, logs, and docs—to power intelligent LLM assistants across your projects.