🔗 Unified MCP Tool Graph: A Neo4j-Powered API Intelligence Layer for Dynamic Tool Retrieval

Instead of dumping 100+ tools into a model’s prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure, clarity, and relevance. It fixes tool confusion, prevents infinite loops, and enables modular, intelligent agent workflows.

MCP CSV Analysis With Gemini AI

Agentic-AI-Projects

About This repository features a collection of agentic AI projects across various domains, showcasing practical applications of AI agents with different frameworks, techniques, and tools.

LangChain MCP

MCP Reddit Digest Server

A FastAPI-based MCP server tool that fetches and summarizes top Reddit posts using Azure OpenAI. It generates a daily PDF digest and uploads it to Slack, with support for topic-based subreddits and scheduled jobs.

Clo MCP Plugin

Clo MCP Plugin, a C++ application built with the Clo3D SDK. It establishes a socket server within Clo3D, allowing Large Language Models (LLMs) to interact with and control Clo3D via the Model Context Protocol (MCP) for advanced AI-assisted fashion design and scene creation.

Streamlit LangChain MCP Server GitHub

MCP Ethical Hacking

MCP Ethical Hacking Security sample for educational

YouTube Music MCP 🎵

🎶 A simple MCP Server that search & plays youtube music tracks

stock-analytics-mcp-server

A server for stock analytics using MCP and Yahoo Finance API.

🚀 MCPverse

MCPverse is a search and discovery tool for MCP (Model Context Provider) servers hosted on GitHub. It ranks and displays repos with client configs in a clean, interactive UI.

test-repo-from-custom-mcp

Test repository created by custom MCP server

MiAI_MCP

Demo of building and intergraition MCP Server

ピティナニュースMCPサーバー

MCP Server for PTNA news feeds

Juhe News MCP Server

Mirror of

ArxivAutoJob

This repo just collect arxiv paper with [arxiv_mcp_project](

mcp-server

BlockBeats MCP Server

An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.

🧬 MCP PRIDE Archive Search Server

Model Context Protocol (MCP) PRIDE API Server implementation.

MCP-NAVER-Map

Naver Map MCP Server

Chinese Calendar Mcp

Yahoo Finance MCP Server

This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, company information, financial statements, options data, and market news.

LegalContext

LegalContext is an open-source Model Context Protocol (MCP) server that creates a secure, standardized bridge between law firms' document management systems (specifically Clio) and AI assistants (starting with Claude Desktop)

MCP Finder Server