Velocirag
# 🦖 VelociRAG **Lightning-fast RAG for AI agents.** _Four-layer retrieval fusion powered by ONNX Runtime. No PyTorch. Sub-200ms warm search. Incremental graph…
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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…
Smithery AI에 등록하는 방법을 알기 위해서 다음 사이트의 코드를 한글로만 바꿔서 올렸습니다.
# Smithery AI에 등록하는 방법을 알기 위해서 다음 사이트의 코드를 한글로만 바꿔서 올렸습니다. #https://github.com/designcomputer/mysql_mcp_server # MySQL MCP 서버 MySQL 데이터베이스와의 안전한 상호작용을 가능하게 하는…
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…
docs-rs-mcp-server
MCP Server Implementation for Rust documentation from Docs.rs
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…
AI Engineer Neo4j Memory MCP Demo
A demo project that shows how to configure Claude Desktop with agentic memory using the Neo4j Memory MCP Server. It stores and retrieves conversational context…
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.
Semantic Calculator MCP
MCP tool in python for performing various semantic calcualtions
Deep Research MCP Server 🚀
MCP Deep Research Server using Gemini creating a Research AI Agent
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.
MCP Server for Minecraft Mod Documentation
Model Context Protocol (MCP) Server for Minecraft Modding Documentation
zmem MCP Memory Server
Global MCP server that manage all the project data,
Note Manager MCP Server for Claude Desktop
MCP Server for a note management application that integrates with Agents with MCP client integration - Tested with Claude Desktop
Laravel Docs MCP Server
A Laravel developer's MCP companion. Get the absolute best advice, recommendations, and up-to-date documentation for the entire Laravel ecosystem.