Execute terminal commands for malware analysis. Requires Node.js 18 or higher.
A demonstration tool showcasing potential security attack vectors against the Model Control Protocol (MCP).
Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.
Tools to query latest Maven dependency information
MCP server for Autodesk Maya
MCP Agentic AI Crash Course with Python
A comprehensive crash course on the Model Context Protocol (MCP), covering everything from basic concepts to building production-ready MCP servers and clients in Python.
An MCP (Model Context Protocol) aggregator that allows you to combine multiple MCP servers into a single endpoint allowing to filter specific tools.
A proxy server that enables existing REST APIs to be used as Model Context Protocol (MCP) servers.
MCP Expr-Lang provides a seamless integration between Claude AI and the powerful expr-lang expression evaluation engine.
Generate MCP servers using Smithery with Cursor IDE integration.
A starter project for building Model Context Protocol (MCP) servers with the mcp-framework.
A command-line interface wrapper for the Google Gemini API, enabling interaction with Gemini's Search and Chat tools.
Extracts images from files, URLs, or base64 strings and converts them to base64 for LLM analysis.
MCP Image Placeholder Server
Generates placeholder images from various providers like placehold.co and lorem-picsum.
Set up MCP servers in Claude Desktop
AI-powered audio generation using the MiniMax Music API.
Aggregates multiple MCP resource servers into a single interface using a JSON configuration file.
Aggregates multiple MCP resource servers into a single interface with stdio/sse support.
A Python server providing Retrieval-Augmented Generation (RAG) functionality. It indexes various document formats and requires a PostgreSQL database with pgvector.
A reasoning engine with multiple strategies, including Beam Search and Monte Carlo Tree Search.
MCP Remote Machine Control
Provides remote machine control capabilities, eliminating SSH overhead for token-efficient system operations.
A starter project for building MCP servers with TypeScript and Bun.
MCP Server with Ollama Integration
An MCP server that integrates with Ollama to provide tools for file operations, calculations, and text processing. Requires a running Ollama instance.
A collection of reference implementations for the Model Context Protocol (MCP), demonstrating how to give LLMs secure access to tools and data using Typescript and Python SDKs.
Navigate and explore the Model Context Protocol specification with dynamic markdown tree generation and intelligent section navigation.
A secure command-line interface server for the Model Context Protocol (MCP) that allows AI models to interact with a user's terminal.
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 Node.js MCP server example for the OpenWeather API, requiring an API key.
A FastAPI-based gateway for the Model Context Protocol (MCP) designed to unify and scale AI toolchains.