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UML-MCP-Server

# UML-MCP-Server [English](README.md) | [中文](README_zh.md) [![smithery badge](https://smithery.ai/badge/@Swayingleaves/uml-mcp-server)](https://smithery.ai/serv…

Velocirag

# 🦖 VelociRAG **Lightning-fast RAG for AI agents.** _Four-layer retrieval fusion powered by ONNX Runtime. No PyTorch. Sub-200ms warm search. Incremental graph…

mcp-server-for-rag

# RAGのためのMCPサーバーマイクロサービス群 WebページをクロールしてElasticsearchに保存し、Claude Desktop や Cline から検索できるようにするMCPサーバーです。 Dockerだけで完結するため、ローカル環境を汚さずにすぐにRAG(検索拡張生成)を試すことができます。…

Obsidian MCP Module

Obsidian MCP Module is an MCP server for reading Obsidian vaults. It provides both MCP tools and resources for accessing notes, since some clients only support…

Confluence MCP Server

A Model Context Protocol server that accesses the Confluence API using a Personal Access Token. It consists of two servers—a main MCP server that communicates…

🌐 MCP-Server-101

This project 🌐 is a robust implementation of the Model Context Protocol (MCP), designed to facilitate seamless integration and interaction with various…

Apple RAG MCP

Transform your AI agents into Apple development experts! Apple RAG MCP gives you instant access to official Swift docs, design guidelines, and comprehensive…

GitHub Chat MCP

Enables AI to analyze and query GitHub repositories through a FastMCP-based interface for understanding codebases, exploring architecture, and retrieving…

MCP Neo4j Memory Server

# Neo4j Memory Server A Model Context Protocol (MCP) server that provides AI assistants with persistent, intelligent memory capabilities using Neo4j's graph…

Bun Documentation MCP

A MCP server that provides Bun documentation to AI assistants. This enables your AI to access up-to-date Bun documentation and provide accurate guidance on Bun…

Go Docs Mcp

Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT, MD, DOCX, CSV, and images. Single Go binary, 12 tools, smart caching.

Mineru Open Mcp

Official MinerU MCP server for document parsing. Convert PDF, DOCX, PPTX, images, and HTML to high-quality Markdown. Supports 109-language OCR, table/formula…

Notion MCP Server

An MCP (Model Context Protocol) server that provides a controlled interface to the Notion API, allowing AI assistants to search, read, comment on, and create…

ClickHouse

Integrates with ClickHouse to enable natural language querying and exploration of large datasets while maintaining read-only safeguards.

Notion ReadOnly MCP Server

# Notion ReadOnly MCP Server This project implements an optimized read-only MCP server for the Notion API, focusing on performance and efficiency for AI…

Memorious MCP

Memorious-MCP is a minimal Model Context Protocol (MCP) server that provides a persistent key-value memory store with vector-similarity lookup using ChromaDB.