CLI-style command runner enabling safe, interactive shell/script execution via STDIO transport with stdin support and structured output.

Two-way Claude AI control of Ableton Live via a lightweight Python interface enabling prompt-driven music creation and live session manipulation.

Official CoinGecko MCP server library for TypeScript with typed endpoints, Pro/Demo API access, and robust error handling.

Lightning-fast macOS screenshots with AI-powered GUI automation and a built-in MCP server for AI assistants.

Seamless Twelve Data integration offering historical time series, real-time quotes, and intelligent routing for multiple asset classes.

Unofficial Go implementation delivering type-safe tool args, auto endpoints, and flexible transports for rapid development.

A curated collection of developer tools, libraries, and resources for Model Context Protocol workflows, helping teams explore, test, and integrate MCP components with velocity and confidence. It emphasizes cross-language SDKs, testing utilities, hosting resources, and practical templates from lightweight clients to enterprise-grade tooling.

MCPHost acts as a versatile host unifying multiple LLM providers with local/remote/mcp servers and secure scripting.

MCP-compatible integration delivering DeepSeek models with automatic fallback, multi-turn context, and configurable model options for seamless app integration.

Bridge enabling AI models to securely control Android devices via ADB, with UI automation and analysis.

Open-source Mac desktop automation enabling autonomous AI control via remote screen sharing and WebRTC for low-latency tasks.

Lightweight framework enabling LLMs to read and discuss EPUB/PDF ebooks with markdown outputs, metadata extraction, and interactive Q&A.

Cross-platform GUI enabling instant MCP server setup, cross-client syncing, and a built-in marketplace with 600+ curated servers.

Flexible framework to build LLM-powered agents and teams with tool integration, local/offline providers, and modular deployment.

Cross-platform GUI for discovering, installing, and configuring modules with one-click dependency setup and environment variable management.

Extends Ghidra with AI-assisted analysis through a rich toolset, real-time logs, and context-aware operations for precise reverse engineering workflows.

macOS automation via AppleScript enabling AI apps to control system tasks, files, and notifications.

Modular, observable Go framework enabling easy wiring, dependency injection, instrumentation, and extensible modules for backend development.

Connect Neovim with Model Context Protocol clients to perform Vim-native edits and AI-assisted text workflows.

GUI tool to manage an LLM's access to MCP servers with real-time logging and approvals, highlighting centralized control and configuration across collections.

Focused Rust crate documentation service delivering current API context via embeddings and summarization.

Cross-platform KiCad context service enabling project management, design analysis, netlist extraction, BOM handling, DRC, and pattern recognition via natural language.

A flexible DICOM MCP enabling AI assistants to query, extract PDFs, and move studies across DICOM endpoints with strong privacy controls.

AI-powered browser automation extension enabling natural-language control with multi-tab support, data extraction, and form automation.