Last updated
March 16, 2026
MCP profile
Github AdonaiVera Fiftyone Mcp Server
Control FiftyOne computer vision datasets through AI assistants using 80+ operators.
Developer ToolsPackagePythonOpen SourceExternal
Visibility
Public
ByRegistry
About This MCP Server
Enable Agents to explore datasets, execute operators, and build computer vision workflows through natural language. This server exposes FiftyOne's operator framework (80+ built-in operators) through 16 MCP tools.
The server starts with 50 built-in operators. Install plugins to expand functionality - the AI can discover and install plugins automatically when needed (brain, zoo, annotation, evaluation, and more).
What Problems It Solves
- Claude will automatically discover operators and execute the appropriate tools.
Specifications
Status
live
Industry
Developer Tools
Category
General
Server type
Package
Language
Python
License
Open Source
Verified
Yes
Requirements
- > ⚠️ Important: Make sure to use the same Python environment where you installed the MCP server when configuring your AI tool. If you installed it in a virtual environment or conda environment
- you must activate that environment or specify the full path to the executable.
Hosting
Hosting Options
- Package
API
Integrate this server into your application. Choose a connection method below.
1
Install
Install command
Python
pip install fiftyone-mcp-serverPerformance
Usage
Quick Reference
- Name
- Github AdonaiVera Fiftyone Mcp Server
- Function
- Control FiftyOne computer vision datasets through AI assistants using 80+ operators.
- Transport
- Package
- Language
- Python
- Install
- pip install fiftyone-mcp-server
- Source
- External (Registry)
- License
- Open Source
Get started
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