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.

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.

Perplexity Server

Interacting with Perplexity API.

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.

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.

Strava Integration

Integration Strava API с Model Context Protocol SDK

DeepLucid3D UCPF Server

An MCP server implementing the Unified Cognitive Processing Framework for advanced problem-solving, creative thinking, and cognitive analysis through structured tools for knowledge mapping, recursive questioning, and perspective generation.

Remote Server

A configurable MCP server that dynamically loads capabilities from a remote configuration to bridge MCP clients with remote APIs for executing actions, accessing resources, and utilizing prompt templates.

Chat Analysis

Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.

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.

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.

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.

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!

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.