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Unreal
Control Unreal Engine through natural language using the Model Context Protocol (MCP).
OpenOps
Automates FinOps processes to reduce cloud costs and streamline financial operations through no-code workflows.
Langcorn
Serves LangChain LLM applications and agents as robust FastAPI-powered API endpoints.
Godot
Enables AI assistants to interact with the Godot game engine by launching the editor, running projects, and capturing debug output.
Ollama MCP Bridge
Connects local LLMs (via Ollama) to Model Context Protocol (MCP) servers, allowing open-source models to use external tools.
JetBrains Proxy
Proxies requests from a client to JetBrains IDEs such as IntelliJ, PyCharm, WebStorm, and Android Studio.
MySQL
Enables secure interaction with MySQL databases through a Model Context Protocol (MCP) server.
Xiaozhi ESP32 Server
Provides a Java-based server and management platform for Xiaozhi ESP32 devices, enabling device monitoring, voice customization, role switching, and dialogue management.
Goat
Provides a comprehensive toolkit for AI agents to interact with blockchain and decentralized finance.
Fetcher
Fetches web page content using a Playwright headless browser, enabling JavaScript execution and intelligent content extraction.
Xata Agent
Monitors PostgreSQL databases, finds root causes of issues, and suggests fixes and improvements.
Spring AI Examples
Provides example applications demonstrating the use of the Spring AI project.
Agent Communication Protocol
Establishes an open, standardized protocol for framework-agnostic agent communication.
MCP-Bridge
Connects MCP tools to the OpenAI API, enabling interaction with them through a compatible interface.
Mcp Framework
Provides a framework to build Model Context Protocol servers in TypeScript.
RedNote
Access content from the RedNote (XiaoHongShu) platform via an MCP server.
Azure DevOps
Integrates Azure DevOps capabilities directly into development environments by providing a local server that enables interaction with various services.
Claude Code
Enables Claude Code as a one-shot MCP server, allowing LLMs to directly leverage Claude's coding capabilities.
AWorld
Facilitates the building, evaluation, and running of general multi-agent assistance systems.
Zen
Provides a self-hosted, minimal notes application for organizing markdown-based notes with full-text search.
MySQL
Enables LLMs to inspect MySQL database schemas and execute read-only queries.
Wenyan
Automates the publishing of Markdown articles to WeChat official accounts with customized themes.
Openapi
Enables AI tools like Claude and Cursor to understand and interact with OpenAPI specifications using simplified language.
Notion
Enables Claude to interact with Notion workspaces through a dedicated MCP server.
Browser Use
Automates browser interactions through natural language commands using the Model Context Protocol (MCP).
Office Word
Enables AI assistants to create, read, and manipulate Microsoft Word documents through a standardized interface.
Supabase Query
Enables end-to-end Supabase database management via a chat interface, including query execution and management API support.
CloudBase AI ToolKit
Automate the generation, deployment, and hosting of full-stack web applications, mini-programs, databases, and backend services using AI IDEs.
Hyper
Extends the capabilities of Model Context Protocol (MCP) applications with WebAssembly plugins.
Vet
Analyzes software composition for vulnerabilities and malicious packages using policy-as-code.
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