Discover Awesome MCP Servers

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Neon Database

MCP server for interacting with Neon Management API and databases

React MCP

react-mcp integrates with Claude Desktop, enabling the creation and modification of React apps based on user prompts

AIO-MCP Server

🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows. Folk from

Search1API MCP Server

A Model Context Protocol (MCP) server that provides search and crawl functionality using Search1API.

Perplexity Server

Interacting with Perplexity API.

OpenRouter MCP Server

Provides integration with OpenRouter.ai, allowing access to various AI models through a unified interface.

Pandoc Document Conversion

MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.

Atlassian Integration

Model Context Protocol (MCP) server for Atlassian Cloud products (Confluence and Jira). This integration is designed specifically for Atlassian Cloud instances and does not support Atlassian Server or Data Center deployments.

Any OpenAI Compatible API Integrations

Integrate Claude with Any OpenAI SDK Compatible Chat Completion API - OpenAI, Perplexity, Groq, xAI, PyroPrompts and more.

Aindreyway Codex Keeper

Serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices.

MySQL Server

Allows AI assistants to list tables, read data, and execute SQL queries through a controlled interface, making database exploration and analysis safer and more structured.

Browser Use (used by Deploya.dev)

AI-driven browser automation server that implements the Model Context Protocol to enable natural language control of web browsers for tasks like navigation, form filling, and visual interaction.

NLTK Model Context Protocol Server

Contribute to kwen1510/nltk-map development by creating an account on GitHub.

Jina AI

Contribute to JoeBuildsStuff/mcp-jina-ai development by creating an account on GitHub.

Upstash

Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems. In this repository, we provide an installer as well as an MCP Server for Upstash Developer API's.

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.

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.

Browser Use

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

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).

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.

Memory Service

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