MCP RAG Server
# MCP RAG Server <!-- Badges --> [](https://www.npmjs.com/package/@sylphlab/mcp-rag-ser…
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MCP-Mem0: Long-Term Memory for AI Agents
<h1 align="center">MCP-Mem0: Long-Term Memory for AI Agents</h1> <p align="center"> <img src="public/Mem0AndMCP.png" alt="Mem0 and MCP Integration"…
Spring Boot AI
Spring Boot AI is a sample application demonstrating how to build an AI agent using Spring AI, the Model Context Protocol (MCP), and Retrieval Augmented…
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…
Aleph-10: Vector Memory MCP Server
Vector Memory MCP Server - An MCP server with vector-based memory storage capabilities
Cursor Chat History Vectorizer & Dockerized Search MCP
API service to search vectorized Cursor IDE chat history using LanceDB and Ollama
docs-mcp-server MCP Server
# docs-mcp-server MCP Server A MCP server for fetching and searching 3rd party package documentation. ## ✨ Key Features - 🌐 **Versatile Scraping:** Fetch…
Notebook Intelligence
# Notebook Intelligence Notebook Intelligence (NBI) is an AI coding assistant and extensible AI framework for JupyterLab. It can use GitHub Copilot or AI…
docs-mcp-server MCP Server
# docs-mcp-server MCP Server A MCP server for fetching and searching 3rd party package documentation. ## ✨ Key Features - 🌐 **Versatile Scraping:** Fetch…
Ollama Cloud Web Search Nodejs
A Node.js MCP server exposing Ollama's web search and web fetch APIs as MCP tools. TypeScript, stdio transport, npm-publishable.
mcp-server-ollama-bridge
Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.
Crawl4ai Rag
<h1 align="center">Crawl4AI RAG MCP Server</h1> <p align="center"> <em>Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants</em> </p> A…
CodeWeave Mcp
Save tokens while coding — your AI agent gets structured code context, not file dumps.
Solon Ai
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded…
Easy Memory
Easy Memory MCP - Dual-engine embedding service with Qdrant vector store
Tidemind
Open-source AI memory layer — a living knowledge graph across all your AI tools and notes. Local-first, SQLite-backed, MCP-native.
Promptx
<div align="center"> <img src="https://raw.githubusercontent.com/Deepractice/PromptX/f8c73f36af3e8903d3fa7fcedfafc5c36870efea/assets/logo/Creative%20PromptX%20D…
Yggdrasil
Durable, local-first memory for AI coding agents over MCP — zero-dependency, curated & semantically de-duped, you own the data (SQLite + Markdown). Works with…
Cairn
Persistent memory for agents and humans. Semantic, episodic and frictionless via an automated three tier capture.
Robrain
Shared memory across your team and your AI agents — with judgment.
RAGDocs (Vector Documentation Search)
Enables semantic documentation search and retrieval using vector databases, allowing for URL extraction, source management, and indexing queues with support…
Lancelot-MCP
A containerized MCP server for LanceDB vector search, featuring hybrid processing with Gemini and Ollama.