Unreal icon

Unreal

947

Control Unreal Engine through natural language using the Model Context Protocol (MCP).

OpenOps icon

OpenOps

941

Automates FinOps processes to reduce cloud costs and streamline financial operations through no-code workflows.

Langcorn icon

Langcorn

934

Serves LangChain LLM applications and agents as robust FastAPI-powered API endpoints.

Godot icon

Godot

931

Enables AI assistants to interact with the Godot game engine by launching the editor, running projects, and capturing debug output.

Ollama MCP Bridge icon

Ollama MCP Bridge

928

Connects local LLMs (via Ollama) to Model Context Protocol (MCP) servers, allowing open-source models to use external tools.

JetBrains Proxy icon

JetBrains Proxy

926

Proxies requests from a client to JetBrains IDEs such as IntelliJ, PyCharm, WebStorm, and Android Studio.

MySQL icon

MySQL

898

Enables secure interaction with MySQL databases through a Model Context Protocol (MCP) server.

Xiaozhi ESP32 Server icon

Xiaozhi ESP32 Server

887

Provides a Java-based server and management platform for Xiaozhi ESP32 devices, enabling device monitoring, voice customization, role switching, and dialogue management.

Goat icon

Goat

885

Provides a comprehensive toolkit for AI agents to interact with blockchain and decentralized finance.

Fetcher icon

Fetcher

878

Fetches web page content using a Playwright headless browser, enabling JavaScript execution and intelligent content extraction.

Xata Agent icon

Xata Agent

875

Monitors PostgreSQL databases, finds root causes of issues, and suggests fixes and improvements.

Spring AI Examples icon

Spring AI Examples

868

Provides example applications demonstrating the use of the Spring AI project.

Agent Communication Protocol icon

Agent Communication Protocol

866

Establishes an open, standardized protocol for framework-agnostic agent communication.

MCP-Bridge icon

MCP-Bridge

860

Connects MCP tools to the OpenAI API, enabling interaction with them through a compatible interface.

Mcp Framework icon

Mcp Framework

860

Provides a framework to build Model Context Protocol servers in TypeScript.

RedNote icon

RedNote

854

Access content from the RedNote (XiaoHongShu) platform via an MCP server.

Azure DevOps icon

Azure DevOps

848

Integrates Azure DevOps capabilities directly into development environments by providing a local server that enables interaction with various services.

Claude Code icon

Claude Code

841

Enables Claude Code as a one-shot MCP server, allowing LLMs to directly leverage Claude's coding capabilities.

AWorld icon

AWorld

839

Facilitates the building, evaluation, and running of general multi-agent assistance systems.

Zen icon

Zen

837

Provides a self-hosted, minimal notes application for organizing markdown-based notes with full-text search.

MySQL icon

MySQL

836

Enables LLMs to inspect MySQL database schemas and execute read-only queries.

Wenyan icon

Wenyan

828

Automates the publishing of Markdown articles to WeChat official accounts with customized themes.

Openapi icon

Openapi

826

Enables AI tools like Claude and Cursor to understand and interact with OpenAPI specifications using simplified language.

Notion icon

Notion

825

Enables Claude to interact with Notion workspaces through a dedicated MCP server.

Browser Use icon

Browser Use

818

Automates browser interactions through natural language commands using the Model Context Protocol (MCP).

Office Word icon

Office Word

805

Enables AI assistants to create, read, and manipulate Microsoft Word documents through a standardized interface.

Supabase Query icon

Supabase Query

803

Enables end-to-end Supabase database management via a chat interface, including query execution and management API support.

CloudBase AI ToolKit icon

CloudBase AI ToolKit

797

Automate the generation, deployment, and hosting of full-stack web applications, mini-programs, databases, and backend services using AI IDEs.

Hyper icon

Hyper

796

Extends the capabilities of Model Context Protocol (MCP) applications with WebAssembly plugins.

Vet icon

Vet

794

Analyzes software composition for vulnerabilities and malicious packages using policy-as-code.

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