SonAIengine/graph-tool-call
MCP Developer ToolsA tool that builds a graph of API/tool definitions to retrieve multi‑step workflows for LLM agents, dramatically reducing context usage and improving accuracy
Features
- Models tools as a graph to capture workflow relationships (PRECEDES, REQUIRES, COMPLEMENTARY)
- Hybrid retrieval combining BM25 keyword search, graph traversal, embeddings, and MCP annotations via weighted RRF
- Zero‑dependency core; optional extras for embedding, OpenAPI ingestion, LangChain integration, visualization, etc.
- Supports multiple source formats (OpenAPI YAML, Python functions, MCP specs)
- Reduces token consumption by 64–91 % while maintaining or improving retrieval accuracy
Recent releases
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Install & Platforms
Install via
pip
