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
<p align="center"> <a href="https://pypi.org/project/fast-agent-mcp/"><img src="https://img.shields.io/pypi/v/fast-agent-mcp?color=%2334D058&label=pypi" /></a>…
Memos
# MemOS: Memory Operating System for AI Agents MemOS is an open-source **Agent Memory framework** that empowers AI agents with **long-term memory, personality…
Decantr Mcp Server
# Decantr **AI Frontend Governance for production codebases touched by AI agents.** Decantr is the governance layer between product intent and AI-edited…
Mcp Microsoft Todo
MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no client secret needed.
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…
MCPKG - Model Context Protocol Knowledge Graph
A MCP (Model Context Protocol) server that exposes primitives for interacting with a Knowledge Graph
MCP Memory with Redis Graph
MCP Memory with Redis Graph is a server that implements a memory system for LLM conversations, using Redis Graph as a backend to store memories as nodes in a…
cognee-mcp-server
# cognee-mcp-server An MCP server for [cognee](https://www.cognee.ai/), an AI memory engine. ## Tools - `Cognify_and_search` : Builds knowledge graph from the…
Kemdicode Mcp
<p align="center"> <img src="kemdi-code-mcp-logo.png" alt="kemdiCode MCP" width="420" /> </p> <h3 align="center">Model Context Protocol Server for AI-Powered…
Graph Memory RAG MCP Server
A Model Context Protocol (MCP) server implementation for graph-based memory storage with RAG capabilities
Graph Context
MCP server for intelligent code context — 87%+ token savings, zero resource overhead.
🧠 Adaptive Graph of Thoughts
An intelligent scientific reasoning framework that uses graph structures and Neo4j to perform advanced reasoning via the Model Context Protocol (MCP).
Claude Integration with MCP for Microsoft Graph API
Claude integration with MCP server for Microsoft Graph API
GitHub Knowledge Graph MCP Server
MCP server for GitHub Knowledge Graph exploration and analysis
MCP Graph API Integration
An MCP server that connects to Microsoft Graph API, enabling an AI assistant to query and interact with Azure Active Directory/Entra ID resources. It includes…
Move Agent Kit
<div align="center"> # Move Agent Kit An open-source toolkit for connecting AI agents to Move/Aptos protocols. ![Move Agent Kit](./move-agent-kit.jpeg "Move…
MCP Server and Google ADK Multi-Tool System
# MCP Server and Google ADK Multi-Tool System ## Adding a New Tool to MCP Server and Google ADK Agent System This step-by-step guide will walk through the…
Unified MCP Tool Graph: A Intelligence Layer for Dynamic Tool Retrieval
Instead of dumping 1000+ tools into a model’s prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure, clarity, and…
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…
cognee-mcp-server
cognee-mcp-server is an MCP server for cognee, an AI memory engine. It provides a tool that builds a knowledge graph from input text and performs search within…
MCP Server for the Microsoft Graph Api
Model-context-protocol (MCP) server for the Microsoft Graph API in C#
Knowledge Graph & Causal Discovery
Knowledge graph causal discovery over multi-domain research data, delivered through a single Model Context Protocol interface.
OneDrive MCP Server
# OneDrive MCP Server A Model Context Protocol (MCP) server implementation that enables AI agents to search and navigate files and folders in Microsoft…