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  • F
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    A production-style MCP server that lets Claude Desktop search your local documents using TF-IDF keyword search. No heavy frameworks, just plain Python and the official MCP SDK.
    3
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  • A
    license
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    quality
    A
    maintenance
    Local-first semantic memory with MLX embeddings, hybrid search, knowledge graph, and MCP server. Durable semantic knowledge with recall hooks and CLI.
    60
    18
    MIT
  • A
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    Provides governed, deterministic SQL tools over DuckDB for querying sales pipeline data, returning verified results with full source traces. Enables trustworthy natural-language queries about Q1 2026 sales data.
    5
    MIT
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    Enables AI-powered analysis of sales call transcripts through natural language queries, allowing users to search conversations, identify objections, and extract insights from customer calls without manually reviewing recordings.
    3
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  • F
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    Enables web search capabilities through the Tavily API and serves as a demonstration platform for building custom MCP tools. Designed for educational purposes to showcase MCP server development and LangGraph integration.
    6
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  • A
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    A monorepo containing three Model Context Protocol (MCP) servers that enable natural language interaction with databases, GitHub repositories, and time/timezone services.
    2
    6
    MIT
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    A simple demonstration project for the Model Control Protocol (MCP) server that provides tools for AI assistants to fetch news articles, perform calculations, retrieve weather data, and generate personalized greetings.
    3
    MIT
  • A
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    An MCP server providing live GitHub repository and issue search tools, with production-grade features like config validation, structured logging, authentication, and support for both stdio and HTTP transports.
    GPL 3.0
  • A
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    Public shared memory MCP server for OKF markdown notes and links with optional human summaries, featuring a web UI and MCP read/write access.
    MIT
  • A
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    A comprehensive MCP server collection designed for Cursor that provides system information queries, personal profile management, web search capabilities, and weather forecasting. Enables users to access hardware details, manage resume data, search the web, and get weather updates through natural language interactions.
    Apache 2.0
  • A
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    Enables read-first interaction with Apple Voice Memos: search transcripts, review action candidates, mark reviewed, prepare tasks for Codex, and render digests.
    1
    Apache 2.0
  • A
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    maintenance
    Enables AI chat clients to perform market research and competitive intelligence by gathering company overviews, competitor lists, product portfolios, pricing snapshots, and recent news via live Tavily search.
    MIT
  • A
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    A Model Context Protocol (MCP) server that retrieves the latest documentation of a queried library via Serper API.
    4
    MIT