by rember
Create flashcards from chats, PDFs, and other notes using the Model Context Protocol for spaced‑repetition learning.
by ragieai
Enables AI models to retrieve relevant information from a Ragie knowledge base via a Model Context Protocol server exposing a single `retrieve` tool.
by qdrant
Provides a semantic memory layer on top of the Qdrant vector search engine, enabling storage and retrieval of information via the Model Context Protocol.
by needle-ai
Provides easy RAG and long‑term memory capabilities for large language models by managing documents and enabling semantic search via the Model Context Protocol.
by momentohq
Provides a Model Context Protocol server that interfaces with Momento Cache to perform get, set, and cache management operations via simple command‑line tools.
by inkeep
Provides RAG-powered search over Inkeep product documentation via the Model Context Protocol, enabling clients to retrieve relevant content.
by growilabs
Connects AI models to GROWI wiki content, enabling search and retrieval of organizational knowledge for context‑aware responses.
by graphlit
Enables integration between MCP clients and the Graphlit platform, providing ingestion, retrieval, RAG, and publishing capabilities across a wide range of data sources and tools.
by chroma-core
Provides vector, full‑text, and metadata‑based retrieval powered by Chroma for LLM applications, supporting in‑memory, persistent, HTTP, and cloud clients as well as multiple embedding functions.
Provides AI-powered workflows with local and online model support, privacy‑first data handling, and extensible tool integrations for seamless knowledge management and automation.
by AdbC99
Provides repeatable, reliable lookup of biblical verses for large language models via an MCP server and an OpenAI‑compatible completions API, enabling consistent and reproducible results for research and educational applications.
by topoteretes
Enables AI agents to store, retrieve, and reason over past conversations, documents, images, and audio transcriptions by loading data into graph and vector databases with minimal code.
by jonathan-politzki
Access and analyze your Substack and Medium posts through Claude, enabling semantic search and personalized writing assistance.
by unibaseio
Membase-MCP is a lightweight decentralized memory gateway that connects AI agents to Membase for persistent, verifiable multi-session memory.
by renl
mcp-rag-local is a Memory Server that provides an API for storing and retrieving text passages based on their semantic meaning, using Ollama for embeddings and ChromaDB for vector storage.
by skydeckai
An MCP Server to enable global access to Rememberizer, facilitating enhanced knowledge retrieval for Large Language Models.
by mem0ai
Provides tools to store, retrieve, and semantically search coding preferences via an SSE endpoint for integration with MCP clients.
by andrea9293
MCP Documentation Server is a TypeScript-based server that provides local document management and AI-powered semantic search capabilities, designed to bridge the AI knowledge gap.
by apeyroux
MCP XMind Server is a Model Context Protocol server designed for analyzing and querying XMind mind maps, providing powerful capabilities for searching, extracting, and analyzing content from XMind files.
by basicmachines-co
Basic Memory is a local-first knowledge management system that allows users to build a persistent semantic graph from conversations with AI assistants. It addresses the ephemeral nature of most LLM interactions by providing a structured, bi-directional knowledge base that both humans and LLMs can read and write to.
by smithery-ai
mcp-obsidian is a connector that allows Claude Desktop to read and search an Obsidian vault or any directory containing Markdown notes.
by Rudra-ravi
A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.
by StevenStavrakis
Enables AI assistants to read, create, edit, move, delete, and organize notes and tags within an Obsidian vault.
by StitchAI
Stitch AI is a decentralized knowledge hub for AI agents, providing a Model Context Protocol (MCP) server for memory management.
by agentset-ai
Agentset MCP Server is a component of Agentset, an open-source platform for Retrieval-Augmented Generation (RAG). It helps developers build intelligent, document-based applications by connecting their knowledge base to AI agents.
by Lspace-io
Lspace is an open-source API backend and server that implements the Model Context Protocol (MCP), designed to eliminate context-switching friction by capturing insights from AI sessions and making them available across various tools, turning scattered conversations into persistent, searchable knowledge.
by GreatScottyMac
A database‑backed MCP server that stores project decisions, progress, architecture, custom data, and vector embeddings, allowing AI assistants in IDEs to retrieve precise, up‑to‑date context for generation tasks.