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.

Neon Database

MCP server for interacting with Neon Management API and databases

Qdrant Server

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

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

React MCP

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

Perplexity Server

Interacting with Perplexity API.

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.

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.

Aindreyway Codex Keeper

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

Pandoc Document Conversion

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

OpenRouter MCP Server

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

Search1API MCP Server

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

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.

mcp-inception

A TypeScript-based server that allows calling other MCP clients from your own MCP client, facilitating task delegation and context window offloading for enhanced multi-agent interactions.

iMessage Query

An MCP server that provides safe access to your iMessage database through MCP, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling

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