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  • A
    license
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    A demo MCP server that returns an interactive dashboard (bar chart with dataset selector) as an MCP App via the official MCP Apps extension (SEP-1865).
    1
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Provides an in-memory notebook interface with tools to create, retrieve, list, update, and delete notes, designed to test agent behavior through realistic MCP tool interactions.
    5
    1
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  • A
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    A
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    Enables Claude to read a brand's post calendar, save draft posts, and report post results through tools for listing scheduled posts, creating drafts, and fetching results. It works against mock in-memory data for a demo social media scheduling SaaS.
    3
    MIT
  • A
    license
    A
    quality
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    maintenance
    Provides persistent, client-side-encrypted memory for AI coding assistants via SAIHM, enabling tools to remember, recall, and forget with provable erasure.
    4
    1
    Apache 2.0
  • F
    license
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    quality
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    maintenance
    Enables AI agents to query summit registration and forum analytics, review code changes for risks, run fixed quality gates, and perform audited, permission-controlled commits and deployments with minimal access and human approval.
    11
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  • 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
  • F
    license
    A
    quality
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    maintenance
    Enables LLM agents to search and retrieve a hybrid knowledge base of manuals, videos, PDFs, DOCX files and images through tools for hybrid BM25-plus-vector search with facet and tag filters, full document retrieval, semantically similar document lookup, and timestamped video transcript segments. It ships with an in-memory backend for instant local use and an identical Elasticsearch backend for production deployment over stdio or authenticated HTTP.
    5
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  • A
    license
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    quality
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    maintenance
    Enables random selection tools including lottery drawing from option lists, dice rolling with customizable sides and counts, and coin flipping. Supports both single and multiple draws with duplicate control options.
    3
    2
    MIT
  • F
    license
    A
    quality
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    maintenance
    A production-ready MCP server that provides hackathon resources and reusable starter prompts. Built with FastMCP framework and includes comprehensive deployment options for development and production environments.
    1
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  • A
    license
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    quality
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    maintenance
    A comprehensive learning project demonstrating MCP server implementation with tools for calculator operations, file management, and system information retrieval, including Google ADK integration patterns and best practices.
    3
    6 npm
    ISC
  • F
    license
    B
    quality
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    maintenance
    An MCP server for interacting with the USAspending.gov API, supporting local use with Claude Desktop and cloud deployment with login.gov authentication.
    3
    10
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  • A
    license
    B
    quality
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    maintenance
    A demonstration server implementing the Model Context Protocol (MCP) with both STDIO and Server-Sent Events (SSE) support, featuring a word reversal tool that transforms input text by reversing characters.
    1
    9 npm
    MIT
  • F
    license
    B
    quality
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    maintenance
    A simple demonstration MCP server that provides basic utility tools including dice rolling and number addition functionality. This server serves as a tutorial example for setting up both local and remote MCP servers using FastMCP.
    3
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  • F
    license
    B
    quality
    B
    maintenance
    Enables managing a small CRM of companies, contacts, deals, and activities through MCP tools, including creating and updating records, logging activities, searching across the CRM, and summarizing pipeline stages.
    15
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