Best Gradio MCP Servers
Gradio is an open-source Python library that allows you to quickly create customizable UI components for machine learning models, demos, and applications.
Why this server?
Enables searching for Gradio spaces on Hugging Face, specifically mentioned as part of the Space Tools for finding popular Gradio spaces for various applications.
AlicenseBqualityDmaintenanceA Model Context Protocol server that provides Claude and other LLMs with read-only access to Hugging Face Hub APIs, enabling interaction with models, datasets, spaces, papers, and collections through natural language.Last updated1071MITWhy this server?
Uses Gradio as the SDK framework for the FlexSim MCP server application interface.
AlicenseAqualityDmaintenanceControl and automate FlexSim simulations through AI assistants like Claude, enabling manufacturing and warehouse digital twin analysis, parameter studies, and real-time model manipulation via tools for opening models, running simulations, evaluating FlexScript, and exporting results.Last updated154MITWhy this server?
Provides a user-friendly web interface for visual server management and offers Gradio interface templates
AlicenseAqualityDmaintenanceA meta-MCP server that helps users create new MCP servers through AI guidance, templates, and streamlined workflows, transforming ideas into production-ready implementations with minimal effort.Last updated41MITWhy this server?
Built on Gradio's MCP server capabilities for creating a multi-agent architecture with interconnected agent services and a web interface
AlicenseCqualityDmaintenanceA sophisticated research assistant that orchestrates a 5-step workflow of connected AI agents to provide deep research capabilities including question enhancement, web search, summarization, citation formatting, and result combination.Last updated11MITWhy this server?
Interacts with Gradio-based Hugging Face Spaces APIs to access various AI capabilities through a standardized interface.
AlicenseCqualityDmaintenanceConnects Claude Desktop to Hugging Face Spaces with minimal setup, enabling capabilities like image generation, vision tasks, text-to-speech, and chat with AI models.Last updated3139MITWhy this server?
Provides a graphical interface for managing permissions, viewing audit logs, and interacting with the MCP server tools.
FlicenseAqualityCmaintenanceEnables secure file system operations (read, write, delete) and simulated command execution with server-enforced permission policies, risk assessment, and human-in-the-loop approval.Last updated5Why this server?
Provides tools to invoke Gradio APIs exposed by pre-configured ModelScope studios (currently in development).

ModelScope MCP Serverofficial
Alicense-qualityCmaintenanceEnables AI agents and chatbots to access ModelScope's ecosystem of AI resources, including image generation, resource discovery, and more through conversational interactions.Last updated21Apache 2.0Why this server?
Leverages Gradio's built-in MCP server support to expose trackio functionality as tools for AI agents
Alicense-qualityCmaintenanceAn MCP server that enables AI agents to observe and interact with trackio experiment tracking, providing tools for managing ML experiments through natural language.Last updated3MITWhy this server?
Provides a chat interface for interacting with the agent that utilizes the MCP server's system monitoring capabilities
Alicense-qualityDmaintenanceProvides tools for obtaining system CPU and memory statistics through FastAPI endpoints exposed via MCP.Last updated4Apache 2.0