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Crawl4AI Web Scraper MCP Server

MCP Server leveraging crawl4ai for web scraping and LLM-based content extraction (Markdown, text snippets, smart extraction). Designed for AI agent integration.

mcp-rag-server - RAG MCP Server

mcp-rag-server

mcp-rag-server is a Model Context Protocol (MCP) server that enables Retrieval Augmented Generation (RAG) capabilities. It empowers Large Language Models (LLMs) to answer questions based on your docum

MCP Server with FAISS for RAG

Mirror of

GraphRAG MCP Server

This is a MCP server I built to interact with my hybrid graph rag db.

RAG-MCP Pipeline Research

A learning repository exploring Retrieval-Augmented Generation (RAG) and Multi-Cloud Processing (MCP) server integration using free and open-source models.

MaxKB

💬 MaxKB is an open-source AI assistant for enterprise. It seamlessly integrates RAG pipelines, supports robust workflows, and provides MCP tool-use capabilities.

MCP Gemini Server

This project provides a dedicated MCP (Model Context Protocol) server that wraps the @google/genai SDK. It exposes Google's Gemini model capabilities as standard MCP tools, allowing other LLMs (like C

Aleph-10: Vector Memory MCP Server

Vector Memory MCP Server - An MCP server with vector-based memory storage capabilities

MCP Server with FAISS for RAG

Qdrant MCP Server

A Model Context Protocol (MCP) server implementation for RAG

Wandering RAG

A CLI tool for personal RAG that retrieves data from Notion, Obsidian, Apple Notes, etc., stored in Qdrant and exposed as an MCP server.

Ragie Model Context Protocol Server

Mirror of

Tiny TODO MCP

Tiny TODO MCP is a specialized server that implements the Model Context Protocol (MCP), allowing AI assistants to interact with persistent storage for tasks. This enables AI models to maintain context

MCP Server (deprecated)

A Model Context Protocol (MCP) server for PayPal API integration with improved error handling, comprehensive API coverage, and detailed documentation.

TheQ

✔ TypeScript + Node.js für den MCP-Server ✔ LLM Studio API zur Beantwortung optimierter Fragen ✔ Dynamische Prompt-Optimierung

PayPal MCP Server

A Model Context Protocol (MCP) server for PayPal API integration with improved error handling, comprehensive API coverage, and detailed documentation.

memory-mcp-server

A long-term memory storage system for LLMs using the Model Context Protocol (MCP) standard. This system helps LLMs remember the context of work done over the entire history of a project, even across m

MCP Neo4j Knowledge Graph Memory Server

MCP Memory Server with Neo4j backend for AI knowledge graph storage

mcp-local-rag

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨

Storm MCP Server with Sionic AI serverless RAG

Ethereum RPC MPC Server

A TypeScript MCP server that leverages the MCP SDK to support all Ethereum JSON-RPC calls, enabling AI models to interact with blockchain data.

Timeplus MCP Server

Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data, Kafka topics, and Iceberg tables efficiently. Enhance your data workflows with a

Mcp Server Ragdocs

An MCP server that provides tools for retrieving and processing documentation through vector search, both locally or hosted. Enabling AI assistants to augment their responses with relevant documentati