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.
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…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
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. Dynamic MCP Server Spin-Up & Minimal Tool Context The system now…