A Ruby gem for integrating Large Language Models (LLMs) via the Model Context Protocol (MCP) into development workflows.
Provides access to OpenTelemetry traces and metrics through Logfire.
Execute terminal commands for malware analysis. Requires Node.js 18 or higher.
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
An MCP (Model Context Protocol) aggregator that allows you to combine multiple MCP servers into a single endpoint allowing to filter specific tools.
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.
Extracts images from files, URLs, or base64 strings and converts them to base64 for LLM analysis.
Set up MCP servers in Claude Desktop
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 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.
Generate mermaid diagram and chart with AI MCP dynamically.
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.
A platform-agnostic server for scalable mobile automation and development across iOS, Android, simulators, and emulators.
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.
A universal control plane for managing MCP servers and providing intelligent tool discovery for AI agents.
Enables AI assistants to use a Neo4j knowledge graph for standardized coding workflows, acting as a dynamic instruction manual and project memory.
An AI-powered MCP server for analyzing NPM package security, dependencies, and performance.
An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.
Integrates Ollama's local LLM models with MCP-compatible applications. Requires a local Ollama installation.