Discover Awesome MCP Servers

MATLAB

Allows interaction with MATLAB by creating and executing scripts and functions through Claude or other MCP clients, supporting script management and execution result retrieval with environment configuration capabilities.

Obsidian

Enables AI assistants to interact with Obsidian vaults, providing tools for reading, creating, editing and managing notes and tags.

Ollama Integration Server

MCP Ollama server integrates Ollama models with MCP clients, allowing users to list models, get detailed information, and interact with them through questions.

Wazuh MCP Server

Securely integrates Wazuh security data with LLMs (such as Claude Desktop) by retrieving alerts from Elasticsearch indices and transforming them into MCP-compliant format, enabling real-time security context in LLM applications.

CLI

Command line interface with secure execution and customizable security policies

MetaMCP Server

A proxy server that unifies multiple MCP servers, enabling seamless tool, prompt, and resource management via the MetaMCP App.

TypeScript Definition Finder

A Model Context Protocol (MCP) server that helps AI code editors find TypeScript symbol definitions in your codebase. This tool is particularly useful when you need to locate the original definition of imported symbols, classes, interfaces, or functions in a TypeScript project.

Titan Memory Server

Enables neural memory sequence learning with a memory-augmented model for improved code understanding and generation, featuring state management, novelty detection, and model persistence.

Text Editor Server

A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

Project Handoffs

Facilitates AI session handoffs and next steps tracking through project-based organization, supporting task prioritization and seamless workflow management.

Code Knowledge Tool

Provides a project memory bank and RAG context provider for enhanced code understanding and management through vector embeddings, integrated with RooCode and Cline.

Neo4j Graph Memory

This lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neo4j and your Aura account.

MCP Server Test

this is a test

Memory Service

Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities.

Neovim Server

Leverages Vim's native text editing commands and workflows, which Claude already understands, to create a lightweight code assistance layer.

OpenAPI MCP Server

A Model Context Protocol Server that enables LLMs to interact with and execute REST API calls through natural language prompts, supporting GET/PUT/POST/PATCH operations on configured APIs.

MCP Notes

A simple note-taking MCP server for recording and managing notes with AI models.

MCP Starter

This server provides a minimal template for creating AI assistant tools using the ModelContextProtocol, featuring a simple 'hello world' tool example and development setups for building custom MCP tools.

Agentico MCP Server

MCP Server provides a simpler API to interact with the Model Context Protocol by allowing users to define custom tools and services to streamline workflows and processes.

Swiss MCP

Swiss MCP is your AI-powered command center for orchestrating complex tasks with ease. Think of it as your personal AI assistant that can coordinate multiple AI tools to accomplish amazing things!

Obsidian MCP Local Server

This project implements a Model Context Protocol (MCP) server for connecting AI models with Obsidian knowledge bases. Through this server, AI models can directly access and manipulate Obsidian notes, including reading, creating, updating, and deleting notes, as well as managing folder structures.

XiYan MCP Server

A Model Context Protocol server that enables natural language queries to MySQL databases, powered by XiYanSQL text-to-SQL technology.

Sequential Thinking Tools

An adaptation of the MCP Sequential Thinking Server designed to guide tool usage in problem-solving. This server helps break down complex problems into manageable steps and provides recommendations for which MCP tools would be most effective at each stage.

VCD MCP Server

Provide all changes of the specified signal name to the model's context. This is useful for large waveform files with many signals where you cannot fit the entire VCD file into the model's context window.

Browser Use

Facilitates browser automation with custom capabilities and agent-based interactions, integrated through the browser-use library.

Better Auth Server

Enterprise-grade authentication solution that provides secure credential management with encryption, multi-protocol authentication (OAuth2, SAML, LDAP), and real-time threat detection for applications.

Linear

Enables AI agents to manage issues, projects, and teams on the Linear platform programmatically.

Linear Integration Server

Allows LLMs to integrate with Linear's issue tracking system, enabling them to create, update, search, and comment on issues through the Linear API.

Home Assistant Server

Access Home Assistant data and control devices (lights, switches, thermostats, etc).

autogpt

An experimental open-source attempt to make GPT-4 fully autonomous. - Autogpt33/AutoGPT