Async MCP server with Minimax API integration for image generation and text-to-speech

<Open Source> Fast, easy-to-use starter kit for new users of Python and FastAPI

Secure, high-performance MCP server enabling AI assistants to control Home Assistant via natural language.

A tutorial on how to use Model Context Protocol by Anthropic and Agent2Agent Protocol by Google

AI-powered cascading development framework. Decompose complex projects into parallel executable tasks with auto-generated PRDs, design docs, and multi-agent collaboration (Claude Code, Codex, Aider).

A Model Context Protocol (MCP) server for Windows desktop automation using AutoIt.

An MCP server built on ableton-js enables AI assistants to control Ableton Live in real time, including Arrangement View operations such as song management, track control, MIDI editing, and audio recording, along with other capabilities.

Open Protocol Architecture with pluggable adapters enabling plug-and-play integration to REST, Python plugins, and custom services.

Automates SAP GUI interactions: launch transactions, click, type, and navigate with safe setup and cross-CLI integration.

Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web dashboard, and multi-provider AI CLI support.

Compact gateway enabling state queries, device control, and automation triggers with secure token-based access.

Fetch and present RSS content in Claude Desktop with OPML import and category filtering for quick, tailored reading.

OmniMCP uses Microsoft OmniParser and Model Context Protocol (MCP) to provide AI models with rich UI context and powerful interaction capabilities.

MCP server for Unreal Engine that uses Unreal Python Remote Execution

Community-driven integration linking Jira, Confluence, and Bitbucket with secure token management and flexible config sources.

High-performance converter turning PDF, Word, and Excel into Markdown with image extraction, header/footer removal, and batch processing.

A Wolfram Language MCP toolkit delivering predefined servers, semantic search, code execution, notebook I/O, and MCP Apps with cross-client support.

📧 MCP Mail Tool - AI-powered email management tool | 基于 MCP 的智能邮件管理工具

Python sandboxes for llms

Connects AI agents to ONLYOFFICE DocSpace to manage rooms, files, permissions, and automate document workflows via natural language.

Graphiti Model Context Protocol (MCP) Server - An MCP server for knowledge graph management via Graphiti

Vibe-Coder-MCP server extends AI assistants with specialized software development tools.

A Model Context Protocol (MCP) server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks.

Demo integrating Bedrock's Converse API with a flexible agent to orchestrate tools and maintain context.