Model Context Protocol

MCP servers

MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.

488 servers

Neo4j Knowledge Graph Memory Server logo

Neo4j Knowledge Graph Memory Server

JovanHsu/mcp-neo4j-memory-server

5

MCP Neo4j Knowledge Graph Memory server is an enhanced memory storage system based on the Neo4j graph database, providing high-performance knowledge graph storage and retrieval for AI assistants.

Knowledge Management
DocBase logo

DocBase

shogo-ma/docbase-mcp-server

5

MCP server for Docbase.

Knowledge Management
Supabase Nextjs MCP Server logo

Supabase Nextjs MCP Server

tengfone/supabase-nextjs-mcp-server

5

This is a TypeScript-based MCP server that implements a simple notes system for NextJS. It demonstrates core MCP concepts by providing.

Knowledge Management
Cosense MCP Server logo

Cosense MCP Server

yosider/cosense-mcp-server

5

The following tools are available for interacting with Cosense pages.

Knowledge Management
Txtai Assistant MCP logo

Txtai Assistant MCP

rmtech1/txtai-assistant-mcp

4

A Model Context Protocol (MCP) server implementation for semantic search and memory management using txtai. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic search capabilities.

Knowledge Management
Divide and Conquer MCP Server logo

Divide and Conquer MCP Server

landicefu/divide-and-conquer-mcp-server

4

A Model Context Protocol (MCP) server that enables AI agents to break down complex tasks into manageable pieces using a structured JSON format.

Knowledge Management
Supavec logo

Supavec

supavec/mcp-server

4

A Model Context Protocol (MCP) server that enables AI assistants to fetch relevant embeddings and content from Supavec.

Knowledge Management
HR Policy Chatbot logo

HR Policy Chatbot

imvirtue/ragchatbot_mcpserver

4

This project implements a Retrieval-Augmented Generation (RAG) chatbot using Streamlit and the MCP server. Users can upload PDF files, and the chatbot retrieves relevant information from the PDFs to answer natural language questions. The system leverages OpenAI models, LangChain utilities, and an in-memory vector store for efficient document retrieval.

Knowledge Management
My Bear MCP Server logo

My Bear MCP Server

bart6114/my-bear-mcp-server

4

A Model Context Protocol (MCP) server that allows AI assistants like Claude to read notes from the Bear note-taking app. This implementation connects directly to the Bear SQLite database in a read-only mode, ensuring your notes remain safe and unmodified.

Knowledge Management
MCP-Server-for-MAS-Developments logo

MCP-Server-for-MAS-Developments

Fujitsu-AI/MCP-Server-for-MAS-Developments

4

Welcome to the server suite of the Fsas Technologies AI Team. This repository provides a highly specialized selection of gateway servers optimized to integrate the PGPT API into any IT environment—ranging from established legacy systems to cutting-edge AI agent architectures.

Knowledge Management
contextmanager logo

contextmanager

tejpalvirk/contextmanager

4

A collection of Model Context Protocol (MCP) servers to enhance AI models with persistent context across work sessions throughout the project lifecycle.

Knowledge Management
KnowledgeBaseServer logo

KnowledgeBaseServer

mbcrawfo/KnowledgeBaseServer

4

A Model Context Protocol (MCP) server that allows LLMS to store memories during a conversation and search them later. Memories are stored in a SQLite database, and its full text search features power the memory search.

Knowledge Management
MCP Neo4j Memory Server logo

MCP Neo4j Memory Server

sylweriusz/mcp-neo4j-memory-server

4

A Model Context Protocol (MCP) server that provides AI assistants with persistent, intelligent memory capabilities using Neo4j's graph database with unified architecture.

Knowledge Management
mcp_godot_rag logo

mcp_godot_rag

weekitmo/mcp_godot_rag

4

An MCP server project that provides documentation support for Godot RAG models, including documentation download, format conversion, chunking and vector database construction.

Knowledge Management

Reader MCP Server Py

xinthink/reader-mcp-server-py

4

A Model Context Protocol (MCP) server that seamlessly integrates with your Readwise Reader library. This server enables MCP-compatible clients like Claude and VS Code to interact with your Reader library, providing capabilities for document listing, retrieval, and updates.

Knowledge Management
Joplin logo

Joplin

dweigend/joplin-mcp-server

4

A Model Context Protocol (MCP) Server for Joplin that enables note access through the Model Context Protocol. Perfect for integration with AI assistants like Claude.

Knowledge Management
Obsidian MCP Server Nyt logo

Obsidian MCP Server Nyt

Minhao-Zhang/obsidian-mcp-server

4

This Obsidian plugin runs a local MCP (Model Context Protocol) server, allowing external applications (like AI assistants, scripts, or other tools) to interact with your Obsidian vault through a standardized interface.

Knowledge Management
Notion logo

Notion

akira-papa/akirapapa-mcp-notion-server

4

MCP Server for the Notion API, enabling Claude to interact with Notion workspaces.

Knowledge Management
MCP Graphdb logo

MCP Graphdb

keonchennl/mcp-graphdb

4

A Model Context Protocol server that provides read-only access to Ontotext GraphDB. This server enables LLMs to explore RDF graphs and execute SPARQL queries against a GraphDB instance.

Knowledge Management
MCP Obsidian Docker logo

MCP Obsidian Docker

kmackett/mcp-obsidian-docker

4

MCP Obsidian Docker is a containerized Obsidian server that interacts with Obsidian through the Local REST API plugin, providing a convenient note management interface.

Knowledge Management
Solana Docs MCP Server logo

Solana Docs MCP Server

aldrin-labs/solana-docs-mcp-server

3

This is a TypeScript-based MCP server that implements a simple notes system. It demonstrates core MCP concepts by providing.

Knowledge Management
MCP Server Emojikey logo

MCP Server Emojikey

identimoji/mcp-server-emojikey

3

MCP server for persisting LLM relationship context as emoji-based memory keys. This allows Claude to maintain consistent interaction styles and remember relationship context across conversations.

Knowledge Management
Atlassian logo

Atlassian

samwang0723/mcp-atlassian

3

A Model Context Protocol (MCP) server that provides comprehensive tools for interacting with Atlassian products (Confluence and Jira).

Knowledge Management
MCP Memory Domain Knowledge logo

MCP Memory Domain Knowledge

yodakeisuke/mcp-memory-domain-knowledge

3

A knowledge graph memory server that implements persistent memory, supporting storage of user information across sessions

Knowledge Management