Awesome MCP Servers

Put performance and error data directly in the hands of your AI assistant.

Navigate large diff files with intelligent chunking and navigation tools.

Generate images from text using Flux and Stable Diffusion models.

Fetch and call tools via MCP over HTTP with SSE or Streamable transport. Supports configuration of multiple MCP services.

A TypeScript-based server that integrates the Dify AI application platform with the MCP Client.

An agent that supports Function Calling and ReAct for the MCP protocol via HTTP with SSE or Streamable HTTP transport.

Integrates the Dify AI API to generate Ant Design business component code. Supports text, image inputs, and streaming responses.

A tool server for integrating Dify Workflows via the Model Context Protocol (MCP).

An MCP server for executing Dify workflows, configured via environment variables or a config file.

A code observability MCP enabling dynamic code analysis based on OTEL/APM data to assist in code reviews, issues identification and fix, highlighting risky code etc.

Advanced computer vision and object detection MCP server powered by Dino-X, enabling AI agents to analyze images, detect objects, identify keypoints, and perform visual understanding tasks.

A remote MCP server example deployable on Cloudflare Workers, featuring customizable tools and no authentication.

An open-source desktop application for hosting MCP servers that integrates with function-calling LLMs.

Automatically integrate the Divvi referral SDK into JavaScript and TypeScript blockchain applications.

A from-scratch implementation of the Model Context Protocol (MCP) for building servers and clients, using a Chinese tea collection as an example.

A Django extension to enable AI agents to interact with Django apps through the Model Context Protocol.

Exposes Apple DocC documentation archives to AI agents, enabling real-time access to Swift documentation.

Provides up-to-date documentation for over 9000 libraries directly within AI code editors.

Automated documentation generator from source files on Google Drive and GitHub.

Run and manage docker containers, docker compose, and logs

Search for Docker images and retrieve their READMEs and metadata from Docker Hub.

A Ruby implementation of an MCP server for managing and using Docker

Manage Docker containers, volumes, and services using natural language commands.

A server for accessing Dash-style documentation sets locally. Requires a local Dash installation.

Fetches package documentation from various language ecosystems without requiring API keys.

A collection of document schemas for standardizing project documentation across various software projects.

generate pdf and word

An MCP server for analyzing documentation quality using advanced neural processing.

Check domain name availability using WHOIS lookups and DNS resolution.

Generate draw.io system architecture diagrams from text descriptions using the ZhipuAI large model.

DrawDB + MCP server