Development Tools

A command-line tool designed to simplify the installation, configuration, and management of MCP servers across various clients like Claude, Windsurf, and Cursor.

A demonstration MCP server built with Node.js that provides math calculation and environment variable retrieval tools, designed for easy integration with IDEs like Cursor.

A Sonatype-powered MCP server providing real-time intelligence on open-source dependencies, including security vulnerability scanning, license compliance, and Trust Score remediation guidance.

A token-efficient MCP server for exploring OpenAPI v3.0 and Swagger v2.0 specifications via resources, allowing LLMs to inspect API structures and components without loading entire files into context.

A robust proxy server that dynamically translates OpenAPI specifications into MCP tools, enabling AI agents to interact with REST APIs via standardized transport protocols and authentication methods.

A versatile MCP server for web searching and content extraction that supports multiple engines like SearXNG, Tavily, and DuckDuckGo, including a local browser-based search option that requires no API keys.

Index of all Model Context Protocol (MCP) clients and their capabilities

Canvas MCP Client is an open-source, self-hostable dashboard application built around an infinite, zoomable, and pannable canvas. It provides a unified interface for interacting with multiple MCP (Model Context Protocol) servers through a flexible, widget-based system.

A Python-based MCP server that connects AI coding agents to Figma's API, enabling them to access design files and prototypes directly for code generation.

MCP (Model Context Protocol) Server. Fetches and analyzes YouTube video transcripts by accepting URLs or video IDs and returning formatted transcript data with timestamps for video content analysis without watching.

A local code indexing and search library that enables AI agents to perform semantic and keyword searches across codebases using tree-sitter and SQLite. It provides tools for indexing projects and finding precise code definitions without requiring external APIs, Docker, or server infrastructure.

A Python-based MCP server that bridges AI agents to ROS 2, allowing for real-time robotic control, topic subscription, service calls, and action management through natural language.

A robust web search and content retrieval server that extracts rich data from search results, including full conversations from Stack Overflow and GitHub, for AI coding tools.

MCP server for structured, iterative reasoning and thinking with flexible validation, confidence tracking, revision mechanisms, and branching support.

Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.

A RAG-based MCP server that enables users to securely query their own uploaded documents directly from IDEs and MCP clients like Cursor and Claude Desktop.

A comprehensive MCP server that enables AI to build and manage React applications by automating project creation, terminal commands, file manipulations, and long-running process tracking.

A comprehensive MCP server for Django development that enables AI assistants to introspect database schemas, query models, explore URL patterns, and access project configuration safely through read-only tools.

A comprehensive mathematical utility server for MCP that enables LLMs to perform precise arithmetic, statistical analysis, and trigonometric calculations.

A VSCode extension that transforms the editor into an MCP server, allowing external clients to remotely execute editor commands and retrieve workspace metadata via HTTP Streaming and SSE.

A Model Context Protocol server that integrates with Appwrite's Backend-as-a-Service platform to manage databases, users, functions, storage, and more. It allows LLMs to interact directly with Appwrite APIs to perform administrative and data management tasks.

A framework and web application designed for subject matter experts to rapidly prototype AI agents and design lightweight web UIs. It enables users to compose tools and decision paths to validate user journeys without extensive coding.

A toolset for AI agents to debug and interact with Tauri applications through window control, DOM inspection, and user input simulation via IPC or TCP sockets.

A powerful MCP server that provides deep integration with Unreal Engine via a native C++ automation bridge, allowing AI agents to perform complex editor tasks, asset management, and gameplay systems control.

Manage your Hetzner Cloud infrastructure through LLMs, enabling the creation and management of servers, volumes, firewalls, and SSH keys via the Hetzner Cloud API.

A Python code execution sandbox providing stateful IPython kernels and programmatic MCP tool calling with tool call approval. It enables agents to execute code actions that compose multiple MCP tools securely within a sandboxed environment.

A central identity management hub for agentic services that provides identity verification, service registration, and Task-Based Access Control (TBAC) for MCP servers and agents.

Vesta macOS Distribution - Official releases and downloads.Vesta AI Chat Assistant for macOS - Built with SwiftUI and Apple Intelligence using Apple's on device model on MacOs Tahoe (MacOS 26). Now with side-by-side Qwen3-VL for vison

A modular framework and MCP server for orchestrating AI-powered SDLC and marketing workflows, featuring 90+ specialized agents and enterprise-grade reliability patterns.

A bridge between AI models and SAP systems that enables remote ABAP development tasks, including source code retrieval, system analysis, and database table inspection via the ABAP Development Tools (ADT) interface.