{"repo":"pratikjadhav2726/Unified-MCP-Tool-Graph","free":true,"listed":false,"github":"https://github.com/pratikjadhav2726/Unified-MCP-Tool-Graph","clone":"git clone https://github.com/pratikjadhav2726/Unified-MCP-Tool-Graph.git","description":"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 relevance. It fixes tool confusion, prevents infinite loops, and enables modular, intelligent agent workflows.","language":"Python","stars":27,"topics":["agentic-ai","ai","automation","llm","mcp-server","a2a-mcp","a2a-protocol"],"license":"MIT","category":"mcp-servers","readme_excerpt":"Unified MCP Tool Graph: A Intelligence Layer for Dynamic Tool Retrieval Unified MCP Tool Graph is a research-driven project that aggregates and structures tool APIs from diverse Model Context Protocol (MCP) servers into a centralized Neo4j graph database . This graph functions as an intelligent infrastructure layer that enables large language models (LLMs) and agentic AI systems to dynamically retrieve the most relevant tools for any task — without being overwhelmed by redundant or confusing options. --- 🚀 Recent Updates: This has been integrated into SmarterMCP in the preview mode. Dynamic MCP Server Spin-Up & Minimal Tool Context 🟢 Dynamic MCP Server Orchestration - The system now spins up only the MCP servers required for a given user query . Five popular MCP servers (including the Dynamic Tool Retriever MCP) are kept warm by default; others are started on demand and kept alive for 10 minutes after last use. - Dynamic Tool Retriever MCP returns not just tool metadata, but also the config needed to run/connect to the MCP server for each tool (fetched from the vendor's GitHub README automatically). - Automatic MCP Config Extraction: Uses the vendor's GitHub repo to extract the MCP server config (from README) for each tool, so agents can spin up/connect to the right server on the fly. - Error Handling: If config extraction fails, the system logs a warning and continues, ensuring robust tool retrieval. 🟢 Minimal Tool Context for LLMs/Agents - Only the exact tools required f","default_branch":null,"files":null,"tree":[],"storefront":"/r/pratikjadhav2726","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/pratikjadhav2726/Unified-MCP-Tool-Graph/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}