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    heroicons-mcp is a Model Context Protocol (MCP) server that exposes Heroicons. It allows LLMs and agentic applications to search, list, and generate usage examples of icons in React applications.
    3
    6 npm
    MIT
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    This server allows users to perform web searches using Perplexity AI, providing a tool for retrieving search results through a simple API interface.
    1
    77 npm
    3
    Apache 2.0
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    A simple MCP server that implements a note storage system with RAG capabilities, allowing users to store notes and generate summaries of stored content.
    3
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    Provides AI coding agents with persistent memory by recording sessions and normalizing them into a searchable knowledge graph, then delivering relevant context at the start of the next session.
    MIT
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    A simple temporary MCP server for RAGFlow that bridges the gap until an official version is released.
    16
    Apache 2.0
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    This MCP server enables any MCP client to perform web searches over HTTP using just an endpoint URL and API key, abstracting away AWS SigV4 signing and Bedrock AgentCore protocol translation entirely server-side.
    2
    MIT No Attribution
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    Self-hosted knowledge manager and MCP server that lets you organize snippets, questions, and documents via a web UI and exposes them to AI assistants for reading and writing.
    MIT
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    Enables Claude Desktop to search custom knowledge bases using retrieval-augmented generation via a simple MCP tool.
    MIT
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    A simple Model Context Protocol (MCP) server with ChromaDB integration, allowing AI assistants to interact with ChromaDB for vector storage and retrieval operations.
    1
    GPL 3.0
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    Enables LLMs to store, search, and manage memories with hybrid semantic and keyword search using ChromaDB and Neo4j for persistent memory and knowledge graph capabilities.
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    A simple application demonstrating Model Context Protocol (MCP) integration with FastAPI and Streamlit, allowing users to interact with LLMs through a clean interface.
    3
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