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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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…
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…
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…
Claude Integration with MCP for Microsoft Graph API
Claude integration with MCP server for Microsoft Graph API
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…
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…
Youtube Shorts Agent
<!-- delx header v2 --> <h1 align="center">YouTube Shorts Agent</h1> <div align="center"> <img src="assets/banner.png" alt="YouTube Shorts Agent" width="85%"…
Short Video Agent Kit
<!-- delx header v2 --> <h1 align="center">Short Video Agent Kit</h1> <div align="center"> <img src="assets/banner.png" alt="Short Video Agent Kit" width="85%"…
Heor Agent
# HEORAgent MCP Server [](https://www.npmjs.com/package/heor-agent-mcp)…
Knowledge Graph Memory Server
Standalone MCP server for enabling memory for Claude through a knowledge graph
Agent Toolbox
<div align="center"> # ⚡ Agent Toolbox **13 production-ready tools for AI agents — one API key, zero complexity.**…
Context Pipe
# ⛓️ Context-Pipe **The Universal Standard for Context Engineering.** [](htt…
Google Agent Platform Docs
# mcp-google-agent-platform-docs MCP server providing Google AI platform documentation to AI agents. [
ATKN - Agent Trust & Knowledge Network
Trust-and-knowledge MCP server for agent ecosystems: score trust, verify/certify agents, register identities, and query a Neo4j-backed knowledge graph.
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…
Open Source MCP CLient Library
<picture> <img alt="" src="./static/image.jpg" width="full"> </picture> <h1 align="center">Open Source MCP CLient Library </h1>…
Vuda (visual Ui Debug Agent)
# VUDA: Visual UI Debug Agent <a href="https://ibb.co/YTWc0mMQ"><img src="https://i.ibb.co/TqT4W6S2/VUDAbanner.png" alt="VUDAbanner" border="0"></a> [
Crosmos
Persistent memory for AI agents. Give your coding assistant organizational context that compounds — search memories with hybrid retrieval, store anything with…
n8n AI Agent with Local MCP Integration (Docker + npx)
# n8n AI Agent with Local MCP Integration (Docker + npx) This repository contains an n8n workflow demonstrating how to integrate the Model Context Protocol…
Agent.ai MCP Server
# Agent.ai MCP Server An MCP server implementation that integrates with the Agent.ai API, providing web text extraction, web screenshots, and YouTube…
Azure AI Agent Service + Azure AI Search MCP Server
# Azure AI Agent Service + Azure AI Search MCP Server A Model Context Protocol (MCP) server that enables Claude Desktop to search your content using Azure AI…
SAP-Claude Integration via MCP (Model Context Protocol)
An MCP server to retrieve information like Sales Orders from the SAP Graph API Sandbox
Codegraphx (cgx)
CodeGraphX (CGX) — a local, token-efficient codebase graph engine & MCP server for AI coding agents. Tree-sitter parsing, a bi-temporal SQLite semantic graph…