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…
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…
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 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).
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…
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…
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…
Ontology Mcp Server
# Ontology MCP Server **Turn ISO 20022 banking messages into a queryable knowledge graph — accessible to any AI agent via MCP.** Banks, fintechs, and payment…
Perseus
# Perseus™ 🪞 — One command. Zero orientation. [](https://smithery.ai/servers/Perseus-C…
ASR Graph of Thoughts (GoT) Model Context Protocol (MCP) Server
The Advanced Scientific Research (ASR) Graph of Thoughts (GoT) MCP server is a highly efficient implementation of the Model Context Protocol (MCP) that allows…
Graphiti MCP Server 🧠
# Graphiti MCP Server 🧠 [](https://www.python.org/downloads/release/python-3100/)…
Context Pipe
# ⛓️ Context-Pipe **The Universal Standard for Context Engineering.** [](htt…
🧠 NexusMind
Next-Generation AI Reasoning Framework for Scientific Research
mcp-server-microsoft-graph
# mcp-server-microsoft-graph ## Configurations ### Configuration File ```sh cp config.template.yaml config.yaml ``` ### Configuration using env variables ```sh…
Model Context Protocol Server for NebulaGraph
This MCP server provides seamless access to NebulaGraph 3.x, enabling LLM tooling systems to perform graph exploration, schema queries, and shortcut algorithms…
Flatfile MCP Server
# Flatfile MCP Server The Flatfile MCP Server enables AI assistants such as Claude Desktop, Claude Code, Cursor, and other to interact directly with your…
Falkordb
# FalkorDB MCP Server A Model Context Protocol (MCP) server for FalkorDB, allowing AI models to query and interact with graph databases. ## Overview This…
Smriti Mcp
Smriti is a Model Context Protocol (MCP) server that provides persistent, graph-based memory for LLM applications. Built on LadybugDB (embedded property graph…
Chatcrystal
<div align="center"> <img src="electron/icon.png" alt="ChatCrystal" width="120" /> # ChatCrystal **Turn your AI conversations into searchable knowledge**…