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"Understanding Optimized Routing and Orchestrated Call Strategies" matching MCP servers:

  • graph-tool-call

    SonAIengine
    A
    license
    A
    quality
    A
    maintenance
    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.
    6
    16
    MIT

  • MCP Call Recording Server

    diptigarg23
    A
    license
    -
    quality
    D
    maintenance
    Enables semantic search over VTT transcript files using AI-powered structured summaries, allowing natural language queries about client call transcripts through Claude Desktop or Copilot Studio.
    MIT

  • InfiniteMCP

    day50-dev
    F
    license
    -
    quality
    C
    maintenance
    A meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.
    6

  • LangExtract MCP Server

    larsenweigle
    A
    license
    A
    quality
    D
    maintenance
    A FastMCP server that enables AI assistants to extract structured information from unstructured text using Google's langextract library through a secure, optimized Model Context Protocol interface.
    4
    32
    MIT

  • rageval-mcp

    phillipkaraya
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that exposes RAG retrieval evaluation as agent tools, allowing agents to retrieve passages and measure retrieval quality across multiple strategies.
    3
    MIT
  • Tropicalia MCP Server by tropicalia-ai

    Tropicalia MCP Serverofficial

    tropicalia-ai
    A
    license
    A
    quality
    D
    maintenance
    Enables searching documents in a Tropicalia project using hybrid, neural, or keyword strategies, with optional AI-generated answers and source inclusion.
    2
    11
    MIT

  • APIClaw

    nordsym
    A
    license
    A
    quality
    A
    maintenance
    The API layer for AI agents. World's biggest API index with 22,000+ APIs and growing. Agents discover and call APIs at runtime with semantic search, structured metadata, and 18 Direct Call APIs including AI providers.
    19
    302
    8
    MIT

  • MCP Compass

    liuyoshio
    A
    license
    B
    quality
    D
    maintenance
    MCP Compass is a discovery and recommendation service that assists AI assistants in finding and understanding Model Context Protocol servers through natural language queries.
    1
    106
    245
    MIT

  • MCP JinaAI Search Server

    spences10
    A
    license
    B
    quality
    F
    maintenance
    Enables efficient web search integration with Jina.ai's Search API, offering clean, LLM-optimized content retrieval with support for various content types and configurable caching.
    1
    26
    3
    MIT