Navigate and explore the Model Context Protocol specification with dynamic markdown tree generation and intelligent section navigation.
Converts OpenAPI/Swagger specifications to Model Context Protocol (MCP) format, providing a modern Web UI and a backend service.
Manages Infrastructure as Code (IaC) operations using Ansible and Terraform. Requires external tools and manual setup.
A collection of demo files for MCP servers and clients, illustrating various transport protocols and server capabilities using Python.
A secure command-line interface server for the Model Context Protocol (MCP) that allows AI models to interact with a user's terminal.
MCP Tool Poisoning Attacks
A Node.js project demonstrating MCP client and server interactions for tool poisoning attacks, requiring an Anthropic API key.
A Python package with utilities and helpers for building MCP-compliant servers, often using Flask and Redis.
Search for and run Yeoman generator templates programmatically.
A server for Zep, a long-term memory store for AI applications, requiring a ZEP_API_KEY for access.
Use command line tools in a secure fashion as MCP tools.
A GraphQL server that supports the Model Context Protocol (MCP), enabling Large Language Models (LLMs) to interact with GraphQL APIs through schema introspection and query execution.
Installs other MCP servers from their source repositories, requiring npx for Node.js and uv for Python.
A Node.js MCP server example for the OpenWeather API, requiring an API key.
Interact with an MCP registry to check health, list entries, and get server details.
A FastAPI-based gateway for the Model Context Protocol (MCP) designed to unify and scale AI toolchains.
A self-hosted MCP Server registry for private AI agents, supporting both PostgreSQL and SQLite databases.
Provides AI-powered mentorship to LLM agents for tasks like code review, design critique, and brainstorming, using the Deepseek API.
Generate mermaid diagram and chart with AI MCP dynamically.
A proxy server that combines multiple MCP servers into a single endpoint, routing requests to the appropriate underlying server.
A self-hostable middleware to manage all your MCPs through a GUI and a local proxy, supporting multiple clients and workspaces.
A server for managing sequential development tasks with configurable rules using external .mdc files.
Analyzes MicroShift test failures from Google Sheets to correlate them with specific MicroShift versions.
An MCP server for generating images with the Midjourney API.
Interact with MiniMax's powerful APIs for text-to-speech, voice cloning, and video/image generation.
Model Kontext Protocol Server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters through native Go implementation with direct API integration and comprehensive resource management.
Access prompt templates managed in an MLflow Prompt Registry. Requires a running MLflow server configured via the MLFLOW_TRACKING_URI environment variable.
A platform-agnostic server for scalable mobile automation and development across iOS, Android, simulators, and emulators.
Create mock MCP servers instantly for developing and testing agentic AI workflows.
Model Context Protocol servers
A collection of reference implementations for the Model Context Protocol (MCP), showcasing various MCP servers implemented with TypeScript and Python SDKs.
Model Context Protocol servers
A collection of reference server implementations for the Model Context Protocol (MCP) using Typescript and Python SDKs.