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

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.

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.

Search1API MCP Server

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

Perplexity Server

Interacting with Perplexity API.

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.

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

MCP Servers

Collection of Model Context Protocol (MCP) servers for Cursor IDE integration

Starknet MCP

Facilitates interaction with Starknet blockchain via MCP by exposing various RPC methods, allowing users to query chain states, transaction details, and block information using natural language queries.

Language Server MCP

TypeScript-based MCP server designed to enhance code editing experiences by providing features such as hover information, code completion, and diagnostics.

Code Analysis Server

The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.

DuckDB Server

A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities through MCP tools. It would be interesting to have LLM analyze it. DuckDB is suitable for local analysis.

Daipendency MCP Server

Get the narrative and API documentation for the exact version of any of your dependencies. (Only Rust is supported at the moment.)