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MCP Servers by Son Seong Jun

Production-ready MCP servers that extend AI capabilities through file access, database connections, APIs, and contextual services.

19,510 servers. Last updated 2026-03-18 00:56

"author:SonAIengine" matching MCP servers:

  • A
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    Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.
    Last updated 2 days ago
    6
    4
    MIT

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