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.

View all Gradio MCP Servers

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.
Hugging Face MCP Server
RAG Systems Databases App Automation
shreyaskarnik
A
security
A
license
A
quality
A 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 updated a year ago
10
68
MIT
Why this server?
Interacts with Gradio-based Hugging Face Spaces APIs to access various AI capabilities through a standardized interface.
mcp-hfspace MCP Server
Agent Orchestration Image & Video Processing Speech Processing
xiyuefox
A
security
A
license
A
quality
Connects 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 updated a year ago
3
126
MIT
Why this server?
Built on Gradio's MCP server capabilities for creating a multi-agent architecture with interconnected agent services and a web interface
MCP Hub
Search Text Summarization Agent Orchestration
CodeHalwell
A
security
A
license
A
quality
A 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 updated a month ago
11
MIT
Why this server?
Provides a user-friendly web interface for visual server management and offers Gradio interface templates
MCP-Creator-MCP
Developer Tools Autonomous Agents Code Execution
angrysky56
A
security
F
license
A
quality
A 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 updated 7 months ago
4
1
Why this server?
Provides a web UI interface and MCP integration layer for the quantum circuit tools, enabling both browser-based interaction and AI agent connectivity.
QuantumArchitect MCP
Research & Data Developer Tools Hybrid
NLarchive
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security
A
license
-
quality
Enables AI agents to create, validate, evaluate, and score quantum circuits with support for multiple hardware platforms. Provides tools for generating quantum algorithms (Bell states, Grover's, VQE), simulating circuits, checking hardware compatibility, and assessing circuit quality metrics.
Last updated 2 months ago
MIT
Why this server?
Uses Gradio as the SDK framework for the FlexSim MCP server application interface.
FlexSim MCP Server
Virtualization Local
SethGame
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security
A
license
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quality
Control 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 updated 2 months ago
MIT
Why this server?
Fetches trending Gradio spaces from Hugging Face, allowing users to discover popular interactive demos built with Gradio.
hf-trending-mcp
RAG Systems Research & Data Remote
kukapay
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security
A
license
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quality
An MCP server that tracks trending AI models, datasets, and spaces on Hugging Face.
Last updated 10 months ago
3
MIT
Why this server?
Provides the interface between AI assistants and the Google Search API functionality
Google Search MCP Server
Search Browser Automation Remote
moritalous
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security
A
license
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quality
A Model Context Protocol server that enables AI assistants to perform web searches using Google Search API, returning up to 20 search results in JSON format.
Last updated 9 months ago
2
Apache 2.0
Why this server?
Offers a Gradio client interface for testing the Photoshop automation tools, though with limited tool call functionality compared to other clients.
PsMCP - MCP Server for
App Automation Marketing Image & Video Processing
Chandrahas455
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security
A
license
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quality
A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.
Last updated 6 months ago
9
MIT