Knowledge And_memory MCP Servers
Browse all MCP servers categorized under “Knowledge And_memory”. Find tools that match this tag's focus—be it a supported model, function, provider, or use case.
Knowledge Graph Memory Server
by modelcontextprotocol
The Knowledge Graph Memory Server provides a simple solution for storing and managing persistent memory using a local knowledge graph, which is particularly useful for applications like chat personalization. It supports various operations for handling entities, relations, and observations, and offers flexible setup options, including Docker and NPX.
git-mcp
by idosal
GitMCP is a remote Model Context Protocol server that turns GitHub projects into documentation hubs for AI tools. It ensures accurate, up-to-date documentation access, minimizing code errors from hallucinations. The platform is open-source, free, and easy to integrate with various AI assistants, offering significant flexibility and utility for developers.
mcp-obsidian
by MarkusPfundstein
This project provides an MCP server to interact with Obsidian using the Local REST API community plugin. It offers various tools for managing and modifying content within Obsidian vaults, emphasizing integration with Obsidian's API.
basic-memory
by basicmachines-co
Basic Memory enables users to construct persistent knowledge through conversations with LLMs like Claude, storing data in Markdown files. It uses the Model Context Protocol to allow bidirectional reading and writing of local knowledge bases, with a focus on simplicity and local-first storage. The project emphasizes easy integration with tools like Obsidian and Claude Desktop, offering real-time sync and robust knowledge navigation capabilities.
supabase-mcp-server
by alexander-zuev
Query MCP is an open-source Model Context Protocol (MCP) server for managing Supabase projects. It offers robust SQL safety features and integration with the Supabase Management API and Auth Admin SDK. Although it is no longer actively maintained due to the release of an official server, it remains a feature-rich tool for integrating with multiple IDEs.
mcp-server-qdrant
by qdrant
The mcp-server-qdrant project is designed to integrate Qdrant, a vector search engine, with the Model Context Protocol to provide a robust semantic memory layer. It allows users to store and retrieve data across a Qdrant database using standardized MCP tools, making it suitable for various AI applications.
Knowledge Base MCP Server
by baidubce
The Knowledge Base MCP Server is designed to facilitate the management of knowledge bases and their documents through the MCP protocol. It supports operations such as creating, managing, and querying knowledge bases, while offering tools for document management.
mcpdoc
by langchain-ai
The MCP LLMS-TXT Documentation Server provides a framework for accessing and auditing documentation files within applications like Cursor and Windsurf. It enhances user control over tool interactions and context retrieval, ensuring only authorized domain access.
tavily-mcp
by tavily-ai
Tavily MCP server is designed for integrating AI systems with data extraction and interaction capabilities. It provides tools like search, extract, and mapping to enhance AI assistants like Claude by enabling them to interact with web information in real-time. Developed by Anthropic, Tavily MCP focuses on facilitating seamless AI integration with secure connections.
memory-bank-mcp
by alioshr
Memory Bank MCP Server is a protocol server that centralizes management of memory banks, allowing remote access and multi-project handling. It enhances the capabilities of traditional memory banks with an emphasis on security and consistent file management.
mcp-memory-service
by doobidoo
The MCP Memory Service is a scalable and cross-platform server providing semantic memory storage for Claude Desktop. It offers advanced semantic search and retrieval functions along with robust database management capabilities using ChromaDB.
mcp-mem0
by coleam00
MCP-Mem0 is a template MCP server for AI agents to use long-term memory, integrated with Mem0. It provides persistent memory capabilities, allowing storage, retrieval, and semantic search functionalities, serving as a basis for developing other MCP servers.
graphlit-mcp-server
by graphlit
The Graphlit MCP Server is designed to facilitate integration between MCP clients and the Graphlit service, creating a searchable knowledge base across various developer and product management tools. It supports the ingestion and processing of data from multiple platforms, and built-in web tools enhance its functionality.
mcp-shrimp-task-manager
by cjo4m06
The MCP Shrimp Task Manager is an advanced task management system designed to enhance AI-assisted programming through structured workflows and effective task memory management. It supports intelligent task breakdown, dependency management, and execution tracking, making it suitable for complex AI agent projects.
mcp-knowledge-graph
by shaneholloman
The mcp-knowledge-graph is a memory server that uses a local knowledge graph to maintain persistent memory for AI models. It is designed to store and manage information as entities, relations, and observations, making it ideal for platforms that utilize the Model Context Protocol.
mcp-apple-notes
by RafalWilinski
MCP Apple Notes is a Model Context Protocol server designed to facilitate semantic searching and retrieval augmented generation over Apple Notes. It allows integration with AI assistants like Claude for enhanced reference and indexing capabilities, running fully locally without needing external API keys.
atlas-mcp-server
by cyanheads
ATLAS is a task management system built on the Model Context Protocol, facilitating seamless interactions between LLM Agents and project databases. It features advanced project, task, and knowledge management capabilities using a Neo4j graph database, designed to enhance efficiency and organization.
mcp-ragdocs
by hannesrudolph
The RAG Documentation MCP Server is a tool designed to enhance AI assistants with relevant documentation context through vector-based semantic search. It supports multiple documentation sources and provides features for automated processing and real-time augmentation of AI responses.
search1api-mcp
by fatwang2
Search1API MCP Server is a Model Context Protocol server that facilitates search and crawling operations using Search1API. It provides features like web and news search, content extraction, and sitemap retrieval, with seamless integration capabilities for various MCP clients.
mcp-sequential-thinking
by arben-adm
The Sequential Thinking MCP Server is designed to facilitate structured and progressive thinking by organizing thoughts into defined stages. It helps users manage and track complex problem-solving processes, ensuring clarity and coherence. Key features include thought tracking, summary generation, and an extensible architecture.
docs-mcp-server
by arabold
Docs MCP Server provides AI with a reliable and current knowledge base for coding by indexing official documentation. Its standout features include version-aware search and seamless integration into existing AI workflows, all while maintaining user privacy by running locally.
anki-mcp-server
by scorzeth
The Anki MCP Server connects to a locally running Anki application to facilitate card review and creation. It supports interactions through various resources and tools that integrate with the Anki system, using a Model Context Protocol server structure.
mindmap-mcp-server
by YuChenSSR
Mindmap MCP Server is a tool for transforming Markdown documents into interactive mindmaps. It supports multiple installation methods and works with various Model Context Protocol clients. The server is designed for both online and offline use, offering flexibility in how mindmaps are generated and viewed.
notion-mcp-server
by awkoy
Notion MCP Server is a tool for AI assistants to interact with the Notion API using natural language. It supports full CRUD operations on Notion content and is designed to work with multiple MCP-compatible clients.
notion-mcp
by ccabanillas
The Notion MCP Server provides a standardized interface to interact with Notion's API using the Model Context Protocol. It supports various functionalities such as querying databases and updating pages, designed for easy integration with tools like Claude Desktop.
erickwendel-contributions-mcp
by ErickWendel
This project is an MCP server that aggregates Erick Wendel's contributions across platforms, enabling easy queries for talks, posts, and videos. It leverages AI tools for natural language processing and offers integration with platforms like Cursor and MCPHost.
mcp-zotero
by kaliaboi
MCP Zotero is a server that integrates Zotero with Claude, enabling users to interact with their Zotero library efficiently. It offers various tools for library management and can be incorporated into Claude Desktop.
memento-mcp
by gannonh
Memento MCP is a robust knowledge graph memory system for language models, offering features like semantic retrieval, temporal awareness, and adaptive long-term memory. It uses Neo4j for storage and integrates seamlessly with various LLM clients, enhancing memory capabilities with advanced search and metadata features.
rust-docs-mcp-server
by Govcraft
The Rust Docs MCP Server is designed to provide AI coding assistants with quick access to up-to-date documentation for specific Rust crates. It simplifies the querying of crate API details, leveraging OpenAI's technology to enhance code assistant accuracy and reduce development time.
memory-mcp-server
by okooo5km
The Memory MCP Server is a Swift implementation of a Model Context Protocol server that manages a knowledge graph for persistent AI memory. It enables large language models to maintain memory by adding, updating, and managing entities and relationships. The server supports macOS and uses simple JSON formats for storage.
obsidian-mcp-server
by cyanheads
Obsidian MCP Server is designed to facilitate interactions between LLMs and Obsidian vaults, offering robust tools for file operations, search, and property management with a focus on security and performance. The server is built using the Model Context Protocol to enable seamless integration.
mcp-server-weread
by ChenyqThu
WeRead MCP Server is a tool for integrating WeRead data such as books, notes, and highlights with a compatible large language model client. It supports features like organizing notes by chapters and retrieving popular book reviews. The tool seamlessly integrates with clients that support the MCP protocol.
mcp-server
by InterviewReady
InterviewReady's MCP server provides APIs to access content and manage user tasks like note-taking and reminders. It is open to contributions and improvements.
crawl4ai-mcp-server
by weidwonder
Crawl4AI MCP Server is an intelligent server designed to enhance AI assistant systems by providing extensive search capabilities and web content understanding tailored for large-scale models. It supports multiple search engines and formats web content to be ideal for LLM processing.
unreal-analyzer-mcp
by ayeletstudioindia
The Unreal Engine Code Analyzer MCP Server is a powerful tool designed to facilitate in-depth analysis and understanding of Unreal Engine source code. It provides features like class and subsystem analysis, code search, and pattern detection to assist AI and developers in code comprehension and optimization.
all-in-one-model-context-protocol
by nguyenvanduocit
MyMCP Server is an all-in-one Model Context Protocol server with extensive tool integrations enhancing workflows for developers. Key features include AI-powered search and utilities across platforms like GitLab, Jira, and Confluence.
mcp-omnisearch
by spences10
MCP Omnisearch is a server that integrates multiple search providers and AI tools into a single platform, offering advanced search, AI response, and content processing capabilities. It flexibly supports various API keys for different services, allowing tailored access based on user availability.
mcp-openapi-proxy
by matthewhand
mcp-openapi-proxy is a Python package that acts as a Model Context Protocol (MCP) server to expose REST APIs as MCP tools, facilitating easy integration into MCP workflows. It supports OpenAPI specifications and offers flexibility in tool configuration and authentication.
mcp-logseq-server
by ergut
This project is an MCP server designed to interact with LogSeq through its API, offering capabilities to list, search, create, update, and delete pages and graphs within LogSeq. It provides tools for seamless integration and command execution.
ultimate_mcp_server
by Dicklesworthstone
Ultimate MCP Server is a Model Context Protocol server designed to provide AI agents with a comprehensive set of capabilities for cognitive augmentation and task orchestration. It offers cost-efficient and high-performance access to multiple LLM providers, enabling advanced AI agents to operate autonomously across diverse digital tasks.
mcp-package-docs
by sammcj
The Package Documentation MCP Server helps language models access and parse documentation for various programming languages efficiently. With support for languages like Go, Python, and JavaScript, and advanced features like Language Server Protocol support, it enhances search capabilities and provides structured documentation parsing.
mcp-codex-keeper
by aindreyway
Aindreyway MCP Codex Keeper is an intelligent MCP server that provides curated access to the latest development documentation and best practices for AI assistants. It manages various sources of knowledge, performs intelligent searches, and automatically updates documentation.
amazon-fresh-server
by Alec2435
The amazon-fresh-server is a TypeScript-based MCP server designed to manage a simple note-taking system. It provides functionality for creating, accessing, and summarizing notes, while demonstrating fundamental MCP concepts.
skydeckai-code
by skydeckai
SkyDeckAI Code is an MCP server that facilitates AI-driven software development through a wide range of tools, including file system management, code analysis, and web content manipulation. It aims to enhance AI's capabilities in software tasks by providing local and remote resource access.
library-mcp
by lethain
Library-mcp is a locally run MCP server that facilitates interaction with Markdown knowledge bases, allowing content retrieval by tags or date ranges. It's a hobby project aimed at overcoming the limitations of model context window sizes and managing multiple distinct knowledge bases effectively.
memory-bank-MCP
by tuncer-byte
Memory Bank MCP is a documentation system designed for structured project knowledge management via the Model Context Protocol. It allows for the generation and maintenance of project documentation using AI, providing a seamless integration with AI tools.
zotero-mcp
by 54yyyu
Zotero MCP connects your Zotero library with AI tools like Claude to enhance research workflows through paper discussions, summaries, and PDF annotation extraction. It supports multiple access methods, making it suitable for both local and remote research setups.
mcp-titan
by henryhawke
The Titan Memory MCP Server provides a neural memory system that supports learning and predicting sequences for LLMs, with emphasis on maintaining memory state. It offers integration with Cursor and Claude, featuring efficient memory management and transformer-based architecture.
mcp-memory-libsql
by spences10
mcp-memory-libsql is a server for the Model Context Protocol designed to provide high-performance, persistent memory functionalities using libSQL. It features vector search capabilities and efficient knowledge storage, compatible with both local and remote databases.
anki-mcp-server
by nailuoGG
Anki MCP Server enables large language models to interact with Anki flashcard software, allowing for automated deck and note management through AnkiConnect. It supports various functionalities such as creating and updating decks and notes.
sanity-mcp-server
by sanity-io
Sanity MCP Server is designed to enhance content management by integrating AI capabilities with Sanity projects. It uses the Model Context Protocol to enable AI tools to interact with and manipulate content through natural language commands, supporting various applications and enabling efficient content operations.
mcp-guide
by qpd-v
The MCP Guide Server is a supportive tool for developers to learn about the Model Context Protocol through easy-to-understand explanations and practical examples. It includes a directory of available servers and guidance on creating MCP tools.
mem0-mcp
by pinkpixel-dev
This project is a Model Context Protocol server designed to integrate with Mem0.ai, providing persistent memory capabilities for large language models. It facilitates storing and retrieving information for AI agents across sessions, enhancing the ability to recall and process past interactions.
rijksmuseum-mcp
by r-huijts
The Rijksmuseum MCP Server offers a way to access and interact with the broad collection of the Rijksmuseum through natural language queries. It provides detailed artwork information, search capabilities, and high-resolution image access, catering to art exploration and analysis needs.
cline-mcp-memory-bank
by dazeb
Cline Memory Bank is a Model Context Protocol Server for AI-assisted development, offering tools for persistent project context management. It integrates with the Cline VSCode Extension to maintain consistent understanding across development sessions, enabling enhanced productivity and smart context management.
mcp-knowledge-graph
by itseasy21
The Knowledge Graph Memory Server utilizes a local knowledge graph to facilitate improved persistent memory across different chats. It allows for the creation, tracking, and connecting of entities and their relationships, making it easier to manage and evolve knowledge over time.
roam-research-mcp
by 2b3pro
The Roam Research MCP Server is a work-in-progress project designed to provide comprehensive access to Roam Research's API through a Model Context Protocol interface. It facilitates interactions with Roam Research for AI tools by supporting various operations like page creation, text search, and data querying. This project is not officially affiliated with Roam Research.
memories-with-lessons-mcp-server
by T1nker-1220
The Knowledge Graph Memory Server is a tool for implementing persistent memory using a knowledge graph. It helps in storing and retrieving user information across sessions, and capturing and learning from errors.
mcp-memory-bank
by ipospelov
The Memory Bank MCP Server is designed to establish structured documentation systems for AI assistants, preserving context using Cline's Memory Bank pattern. It offers features like detailed Memory Bank structures, file templates, and project analysis for content suggestions. This server is compatible with various platforms including UVX, Smithery, and Docker.
notion-mcp-light
by karaage0703
NotionMCP Light is a server that facilitates the synchronization of Markdown files with Notion pages, addressing inefficiencies in the official Notion MCP server. It allows direct API integration without consuming tokens and supports JSON-RPC for communication with AI tools.