pratikjadhav2726/Unified-MCP-Tool-Graph
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.
Aggregates MCP server tools into a Neo4j graph database that models tool relationships (overlaps_with, extends, preferred_for) to enable LLMs to retrieve only task-relevant tools via semantic queries. Dynamically spins up MCP servers on-demand using auto-extracted configs from vendor GitHub READMEs, and keeps popular servers warm while managing server lifecycle. Targets agentic AI workflows through modular integrations with A2A agents and LangGraph, preventing tool confusion by minimizing context window clutter.
Stars
27
Forks
7
Language
Python
License
MIT
Category
Last pushed
Dec 02, 2025
Commits (30d)
0
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