graph-tool-call
Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Zero dependencies. OpenAPI / MCP / LangChain.
- Multi-step agent workflows calling 50+ APIs without bloating context windows
- OpenAPI catalog routing for customer support bots
- LangChain agent tool selection without embedding overhead
Reduces LLM token consumption by 79% and improves tool selection accuracy to 82% by using graph-based retrieval instead of flat tool lists. Cuts API costs and latency for agent workflows at scale.
Teams building LLM agents that call external tools (APIs, functions, MCP servers) and need to minimize token spend while maintaining selection accuracy.
https://github.com/SonAIengine/graph-tool-call
By SonAIengine
How to Get It
claude plugins install SonAIengine/graph-tool-call
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