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securityA
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qualityA mem0-like memory system for GitHub Copilot that provides persistent knowledge storage and retrieval capabilities using local ChromaDB.
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MIT
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"Connecting to a vector knowledge base" matching MCP servers:
- -securityFlicense-qualityBuilds a searchable knowledge base from YouTube video transcripts with hybrid semantic and keyword search. Allows LLM assistants to search, organize, and retrieve timestamped information from videos you've watched.Last updated3
- AsecurityFlicense-qualityProvides semantic search and data retrieval capabilities over a knowledge base with multiple tools including keyword search, category filtering, and ID-based lookup with in-memory caching.Last updated5
- AsecurityFlicense-qualityA 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 updated8
- -securityFlicense-qualityEnables semantic search and document management with support for text, PDF, and image uploads using your own Supabase database and OpenAI API keys. Supports multi-tenant deployment on Cloudflare Workers or local hosting.Last updated
- -securityAlicense-qualityProvides tools for listing and retrieving content from different knowledge bases using semantic search capabilities.Last updated342The Unlicense
Base MCP Serverofficial
-securityAlicense-qualityProvides onchain tools for Claude AI to interact with the Base blockchain and Coinbase API, enabling wallet management, fund transfers, and smart contract deployment.Last updated55342MIT- -securityAlicense-qualityA secure vector-based memory server that provides persistent semantic memory for AI assistants using sqlite-vec and sentence-transformers. It enables semantic search and organization of coding experiences, solutions, and knowledge with features like auto-cleanup and deduplication.Last updatedMIT
- -securityAlicense-qualityA local knowledge base system based on ChromaDB that supports automatic chunking, vector storage, and efficient similarity retrieval of txt and pdf documents, with MCP protocol support allowing AI assistants to directly access knowledge management functions.Last updatedMIT
- -securityFlicense-qualityEnables AI agents to semantically search GitHub repository documentation by automatically fetching, vectorizing, and indexing content into an Upstash Vector database. It provides a standard MCP interface for agents to retrieve relevant documentation snippets through natural language queries.Last updated
- -securityFlicense-qualityProvides AI agents with tools to navigate, search, and manage a hierarchical knowledge base of themes, skills, and learning resources with tenant-aware JWT authentication.Last updated
- -securityAlicense-qualityProvides local vector-based semantic memory storage for AI assistants to persist context and decisions across sessions using local embeddings and LanceDB. It enables private semantic search and session handoff capabilities to maintain long-term project context.Last updated1284MIT
- -securityAlicense-qualityProvides AI coding agents with persistent, long-term memory through local semantic search and SQLite storage. It enables agents to save and retrieve architectural decisions or project context across different conversation sessions without requiring cloud services.Last updatedMIT
- -securityFlicense-qualityA Model Context Protocol server that provides LLMs with read and write access to Feishu Base (飞书多维表格) databases, enabling them to inspect schemas and manipulate records through natural language.Last updated1810
- -securityAlicense-qualityAn MCP server that enables AI agents to query specialized, domain-specific knowledge bases built using the LightRAG framework for enhanced retrieval-augmented generation. It allows for managing and searching knowledge graphs and vector embeddings to provide accurate, context-aware information during an AI assistant's reasoning process.Last updated40MIT
- -securityAlicense-qualityA Claude Desktop MCP server that provides knowledge base search and chat functionality for Volcengine knowledge bases, allowing users to search and chat with their external knowledge repositories.Last updated1MIT
- -securityAlicense-qualityEnables integration with Volcengine (火山引擎) knowledge base service through Claude Desktop, providing knowledge base search and conversational AI capabilities with secure credential management.Last updatedMIT
- AsecurityFlicense-qualityEnables AI assistants to manage a personal markdown-based knowledge base with natural language interactions. Supports creating, searching, updating, and organizing notes across categories like people, recipes, meetings, and procedures.Last updated111
- -securityFlicense-qualityIntelligent knowledge base management tool that enables searching, browsing, and analyzing documents across multiple datasets with smart document analysis capabilities.Last updated22
- AsecurityFlicenseBqualityA local MCP server that allows AI systems to search and retrieve information from a custom knowledge base generated from markdown files. It provides tools for natural language text search, category browsing, and specific content chunk retrieval.Last updated3
- -securityFlicense-qualityA zero-dependency MCP server that provides a persistent personal knowledge base for Claude using local JSON file storage. It enables users to manage notes through tools for adding, searching, and indexing content built entirely with Node.js built-ins.Last updated141
- -securityAlicense-qualityA Model Context Protocol (MCP) server that provides persistent memory and context management for AI systems through a structured 5-phase optimization workflow.Last updated1MIT
- -securityAlicense-qualityEnables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.Last updated1MIT
- -securityAlicense-qualityEnables semantic search across thousands of indexed educational YouTube videos covering topics like engineering, marketing, and strategy. It allows users to query insights from top creators directly through Claude Code using the Model Context Protocol.Last updatedMIT
- -securityAlicense-qualityEnables AI applications to interact with the Base blockchain network, allowing wallet management, smart contract deployment, token transfers, NFT operations, DeFi interactions with Morpho vaults, and onramping funds via Coinbase.Last updated55MIT
- -securityAlicense-qualityEnables AI applications to interact with the Base blockchain network and Coinbase API, supporting wallet management, token transfers, smart contract deployment, NFT operations, DeFi interactions with Morpho vaults, and fiat onramp functionality.Last updated55MIT
- -securityAlicense-qualityEnables LLMs to manage file-based knowledge bases with dual storage (Markdown + SQLite). Supports creating, searching, and organizing articles across multiple knowledge bases with full-text search capabilities.Last updated63MIT
- -securityAlicense-qualityA read-only Model Context Protocol server that exposes a semantic knowledge base to AI agents via 27 tools. It enables querying of documents and data integrated from sources like Notion, SharePoint, HubSpot, and Slack.Last updatedMIT
- AsecurityAlicense-qualityA free, plug-and-play knowledge base server that provides access to 10,000+ insight reports with secure local data storage.Last updated23MIT
- AsecurityAlicense-qualityA TypeScript-based template for rapidly developing MCP servers with modular tool architecture, built-in validation using Zod schemas, and comprehensive error handling.Last updated5MIT
- -securityFlicense-qualityProvides comprehensive management of OpenAI Vector Stores, allowing AI assistants to upload files, manage vector databases, and handle batch operations via the OpenAI API. It supports multiple deployment methods, including Cloudflare Workers and local NPM installation, for seamless integration with MCP-compatible clients.Last updated7
- AsecurityAlicense-qualityProvides centralized knowledge management for projects, allowing users to store, search, and maintain project-specific knowledge that persists across sessions.Last updated27141MIT
- -securityAlicense-qualityEnables AI applications to interact with the Base blockchain network and Coinbase API, supporting wallet operations, smart contract deployment, token transfers, NFT management, DeFi lending through Morpho vaults, and onramp functionality.Last updated55MIT
- -securityAlicense-qualityEnables AI applications to interact with the Base Network and Coinbase API for blockchain operations including wallet management, token transfers, smart contract deployment, NFT operations, and onchain lending through Morpho vaults.Last updated55MIT
- -securityAlicense-qualityEnables AI applications to interact with the Base Network and Coinbase API for onchain operations including wallet management, token transfers, smart contract deployment, NFT operations, DeFi lending through Morpho vaults, and onramping funds.Last updated55MIT
- -securityAlicense-qualityMCP server for Outline knowledge base implemented on Rust as one statically linked executable file for Linux/MacOS/Windows.Last updated6MIT
- -securityAlicense-qualityEnables AI applications to interact with the Base Network blockchain and Coinbase API for onchain operations including wallet management, fund transfers, smart contract deployment, NFT handling, DeFi lending through Morpho vaults, and crypto onramping.Last updated55MIT
- -securityFlicense-qualityAn MCP server that connects to your Notion knowledge base, allowing you to query and retrieve information directly from VSCode using the Cline extension.Last updated
- AsecurityAlicenseAqualityLocal RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.Last updated1238MIT
- -securityAlicense-qualityProvides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.Last updated23MIT
- AsecurityFlicense-qualityEnables access to Amplemarket's knowledge base through Pylon's API. Supports searching articles, retrieving full content, and browsing collections with built-in caching for improved performance.Last updated3
- AsecurityAlicense-qualityAn MCP server that enables LLMs to perform blockchain operations on the Base network through natural language commands, including wallet management, balance checking, and transaction execution.Last updated4353MIT
- -securityFlicense-qualityTurns Confluence documentation into an AI-powered knowledge base, enabling natural language questions about your systems with answers retrieved from your actual documentation through semantic search.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 updated4
- -securityAlicense-qualityEnables building and managing knowledge workspaces with tools for ingesting content from text, clipboard, or URLs and searching organized knowledge bases. Supports multiple configurable workspaces with separate inbox and knowledge directories for structured information management.Last updatedMIT
- AsecurityFlicense-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 updated1051
- AsecurityAlicense-qualityAn 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 updated9484840MIT
- -securityAlicense-qualityIndexes local and enterprise documents to provide a unified personal knowledge base for AI clients via the Model Context Protocol. It supports full-text search across various file formats and integrates with platforms like Feishu and WeChat Work.Last updated39MIT
- -securityFlicense-qualityA base setup for creating MCP servers that integrate with Google's Gemini CLI, including example implementations for weather data retrieval from OpenWeatherMap and basic resource/tool definitions using FastMCP.Last updated1
- -securityAlicense-qualityProvides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.Last updated4MIT
