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qualityA multi-tenant service that automatically monitors Supabase database changes, generates OpenAI embeddings, and maintains synchronized vector search capabilities for each tenant's projects.
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- -securityFlicense-qualityA Model Context Protocol server that provides semantic understanding of codebases using Qdrant vector database, enabling AI assistants to search files by purpose, discover relationships between files, analyze architecture, and identify refactoring opportunities.Last updated -
- -securityAlicense-qualityEnables real-time indexing and semantic search of local documents (PDF, Word, text, Markdown, RTF) using vector embeddings and local LLMs. Monitors folders for changes and provides natural language search capabilities through Claude Desktop integration.Last updated -5MIT License
- -securityFlicense-qualityEnables AI-powered document analysis and querying for project documentation using vector embeddings stored in Redis. Supports document upload, context-aware Q\&A, automatic test case generation, and requirements traceability through OpenAI integration.Last updated -637
- -securityFlicense-qualityProvides a project memory bank and RAG context provider for enhanced code understanding and management through vector embeddings, integrated with RooCode and Cline.Last updated -18
- -securityFlicense-qualityA comprehensive document analysis server that performs sentiment analysis, keyword extraction, readability scoring, and text statistics while providing document management capabilities including storage, search, and organization.Last updated -
- -securityFlicense-qualityAn MCP server that enables users to query documents from Google Drive using AI assistance, providing tools for searching vector databases and generating answers based on document content.Last updated -
- -securityAlicense-qualityAn intelligent document processing system that automatically classifies, extracts information from, and routes business documents using the Model Context Protocol (MCP).Last updated -2GPL 3.0
- -securityFlicense-qualityTransforms YouTube into a queryable knowledge source with search, video details, transcript analysis, and AI-powered tools for summaries, learning paths, and knowledge graphs. Features quota-aware API access with caching and optional OpenAI/Anthropic integration for advanced content analysis.Last updated -1
- AsecurityAlicenseAqualityProvides centralized knowledge management for projects, allowing users to store, search, and maintain project-specific knowledge that persists across sessions.Last updated -2721MIT License
- -securityFlicense-qualityEnables semantic search through markdown documentation in code repositories using AI embeddings. Provides intelligent document chunking and similarity-based search to help users find relevant documentation based on meaning rather than just keywords.Last updated -
- -securityFlicense-qualityA Model Context Protocol server that allows Claude Desktop to perform document operations on Microsoft Word, Excel, and PDF files including creation, editing, and format conversion.Last updated -38
- -securityFlicense-qualityEnables reading and processing various document formats including Word, PDF, RTF, and text files. Supports extracting media elements like images and links, with features for PDF page range selection and automatic text encoding detection.Last updated -2
- -securityAlicense-qualityA Model Context Protocol (MCP) server that allows interaction with PDF and EPUB documents, designed to work with Windsurf IDE by Codeium.Last updated -7MIT License
ProudNet Document MCPofficial
-securityFlicense-qualityProvides AI tools with access to ProudNet documentation through search, page retrieval, and section listing capabilities. Enables users to query ProudNet networking library documentation using natural language.Last updated -32- -securityAlicense-qualityA sophisticated server that enables AI assistants to automatically analyze codebases and generate comprehensive, professional documentation.Last updated -1MIT License
- AsecurityAlicenseAqualityAn improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about the user across chats.Last updated -91,113652MIT License
- -securityFlicense-qualityEnables storage and retrieval of knowledge in a graph database format, allowing users to create, update, search, and delete entities and relationships in a Neo4j-powered knowledge graph through natural language.Last updated -3
- AsecurityFlicenseAqualityA local document processing server that can index various document formats (PDF, DOCX, TXT, HTML) and answer questions based on their content using the Model Context Protocol.Last updated -8
- -securityAlicense-qualityA mem0-like memory system for GitHub Copilot that provides persistent knowledge storage and retrieval capabilities using local ChromaDB.Last updated -MIT License
- -securityFlicense-qualityA Cloudflare Workers-based service that enables intelligent searching, automatic code snippet recording, and statistical analysis of programming knowledge stored in Notion databases.Last updated -
- -securityFlicense-qualityThis server enables AI assistants (CLINE, Cursor, Windsurf, Claude Desktop) to share a common knowledge base through Retrieval Augmented Generation (RAG), providing consistent information access across multiple tools.Last updated -4
- AsecurityAlicenseAqualityAn implementation of persistent memory for Claude using a local knowledge graph, allowing the AI to remember information about users across conversations with customizable storage location.Last updated -1122854JavaScriptMIT License
- AsecurityAlicenseAqualityProvides tools for listing and retrieving content from different knowledge bases using semantic search capabilities.Last updated -125The Unlicense
- AsecurityFlicenseAqualityA Model Context Protocol server that enables AI assistants like Cursor to directly query and retrieve information from Dify knowledge bases through natural language.Last updated -221
- AsecurityFlicenseAqualityThis MCP server provides persistent memory integration for chat applications by utilizing a local knowledge graph to remember user information across interactions.Last updated -971,1665
- -securityAlicense-qualityAn MCP server that provides deep knowledge about OpenAI APIs and SDKs, enabling users to query technical information through various MCP clients including ChatGPT Deep Research, Cursor, and OpenAI Responses API.Last updated -10MIT License
- AsecurityAlicenseAqualityEnables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.Last updated -15496MIT License
- -securityFlicense-qualityAn MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.Last updated -
- -securityAlicense-qualityA vector search system that enables semantic retrieval of document chunks using MongoDB Atlas Vector Search and Voyage AI embeddings, allowing users to search documents by meaning rather than just keywords.Last updated -2MIT License
- -securityAlicense-qualityEnables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.Last updated -40Apache 2.0
- -securityFlicense-qualityEnables document search and retrieval using TF-IDF vector similarity across HTML and PDF files. Provides ingest, query, and vector store management capabilities through both HTTP API and MCP stdio interfaces.Last updated -