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securityF
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qualityA Model Context Protocol server that enables semantic search and RAG over your Apple Notes, allowing AI assistants like Claude to search and reference your notes during conversations.
Last updated -
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TypeScript
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- -securityFlicense-qualityEnables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes.Last updated -268TypeScript
- -securityAlicense-qualityConnects Bear Notes to AI assistants using semantic search and RAG (Retrieval-Augmented Generation), allowing AI systems to access and understand your personal knowledge base through meaningful search rather than just keyword matching.Last updated -75JavaScriptMIT License
- -securityAlicense-qualityProvides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.Last updated -12TypeScriptMIT License
mcp-server-rag-web-browserofficial
AsecurityAlicenseAqualityImplementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.Last updated -1134177JavaScriptApache 2.0- -securityFlicense-qualityEnables AI assistants to enhance their responses with relevant documentation through a semantic vector search, offering tools for managing and processing documentation efficiently.Last updated -1240TypeScript
- -securityFlicense-qualityManages markdown notes in a specified directory, allowing users to create, read, update, and list notes through the Model Context Protocol.Last updated -1Python
- -securityAlicense-quality"primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨Last updated -69PythonMIT License
- AsecurityAlicenseAqualityEnables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resources.Last updated -3PythonApache 2.0
- -securityAlicense-qualityAn MCP server that enables AI assistants like Claude to access and manipulate Apple Notes on macOS, allowing for retrieving, creating, and managing notes through natural language interactions.Last updated -75TypeScriptMIT License
- -securityFlicense-qualityA Model Context Protocol server that enables semantic search and retrieval of Apple Notes content, allowing AI assistants to access, search, and create notes using on-device embeddings.Last updated -2TypeScript
- -securityAlicense-qualityAn MCP server that enables RAG (Retrieval-Augmented Generation) on markdown documents by converting them to embedding vectors and performing vector search using DuckDB.Last updated -3PythonApache 2.0
- -securityAlicense-qualityAllows the AI to read from your local Apple Notes database (macOS only)Last updated -116PythonMIT License
- -securityAlicense-qualityA server that integrates Retrieval-Augmented Generation (RAG) with the Model Control Protocol (MCP) to provide web search capabilities and document analysis for AI assistants.Last updated -3PythonApache 2.0
- -securityFlicense-qualityProvides AI agents and coding assistants with web crawling and RAG capabilities, allowing them to scrape websites and perform semantic searches on the crawled content.Last updated -2Python
- -securityFlicense-qualityImplements a RAG workflow that integrates with any custom knowledge base and can be triggered directly from the Cursor IDE.Last updated -Python
- -securityFlicense-qualityImplements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allowing users to ingest documents and perform semantic searches with advanced context handling through Modern Context Processing (MCP).Last updated -4Python
- -securityAlicense-qualityWeb crawling and RAG implementation that enables AI agents to scrape websites and perform semantic search over the crawled content, storing everything in Supabase for persistent knowledge retrieval.Last updated -1,533PythonMIT License
- -securityFlicense-qualityA smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.Last updated -9TypeScript
- -securityFlicense-qualityConnects a RAG application to open-webui using Model Context Protocol (MCP), enabling server-to-client communication for context retrieval and tool usage in remote environments through Server-Sent Events (SSE).Last updated -1Python
- -securityAlicense-qualityAn MCP server that provides comprehensive multimodal Retrieval-Augmented Generation (RAG) capabilities for processing and querying document directories, supporting text, images, tables, and equations.Last updated -3PythonMIT License
- -securityFlicense-qualityAn advanced MCP server providing RAG-enabled memory through a knowledge graph with vector search capabilities, enabling intelligent information storage, semantic retrieval, and document processing.Last updated -2717TypeScript
- AsecurityFlicenseAqualityA TypeScript MCP server that allows querying documents using LLMs with context from locally stored repositories and text files through a RAG (Retrieval-Augmented Generation) system.Last updated -48JavaScript
- -securityAlicense-qualityEnables access to OpenTelemetry documentation by fetching and converting pages to markdown format and searching content using Google Custom Search. Provides comprehensive documentation lookup and search capabilities for OpenTelemetry concepts, instrumentation, and configuration.Last updated -PythonApache 2.0
- -securityFlicense-qualityEnables beginner-friendly Python and Pybricks development support through RAG-powered tools that search official documentation, suggest code snippets, and provide version-aware guidance for LEGO robotics programming.Last updated -Python
- AsecurityFlicenseAqualityA Model Context Protocol server that provides Claude with access to search, retrieve, and analyze notes from the Bear App through natural language queries.Last updated -72Python
- AsecurityFlicenseAqualityA personal knowledge management system that transforms daily notes into organized, searchable knowledge using the Model Context Protocol.Last updated -904TypeScript
- AsecurityFlicenseAqualityA personal knowledge management system built on the Model Context Protocol that transforms daily notes into organized, searchable knowledge.Last updated -90TypeScript
- AsecurityAlicenseAqualityProvides tools to access AWS documentation, search for content, and get recommendations for both global and China AWS regions.Last updated -3PythonApache 2.0
- AsecurityAlicenseAqualityEnables interaction with Apple Notes via natural language, supporting note creation, search, and retrieval with iCloud integration for seamless note management.Last updated -38TypeScriptMIT License
- AsecurityFlicenseAqualityA server that enables Claude to search and access documentation from popular libraries like LangChain, LlamaIndex, and OpenAI directly within conversations.Last updated -13Python
- AsecurityAlicenseAqualityAn MCP server for managing and persisting notes, offering CRUD operations, note summarization, and resource-based access via a note:// URI scheme.Last updated -47PythonMIT License