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Label Studio
Manage Label Studio tasks and annotations.
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About
Auto-generated
Label Studio is a Model Context Protocol server in the Data & Databases category. It lets AI assistants that speak MCP call its tools and read its resources over STDIO.
Example tools
Illustrative tool names — the actual tool set is defined by the server at runtime.
query
Run a read-only SQL query
list_tables
List tables in the connected database
describe_table
Return column info for a table
Screenshots
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Frequently Asked Questions
Common questions about Label Studio.
- What is the Label Studio Model Context Protocol (MCP) used for?
- This MCP allows you to manage tasks and annotations within Label Studio. It facilitates interaction with your Label Studio instance for data labeling workflows.
- How can I authenticate with the Label Studio MCP?
- Authentication for the Label Studio MCP uses an API key. You will need to provide a valid API key to connect and utilize its features.
- What kind of tasks can I perform with the Label Studio MCP?
- The Label Studio MCP enables management of annotation tasks and their corresponding annotations. This typically involves creating, updating, and retrieving labeling data.
- Is there a cost associated with using the Label Studio MCP?
- The Label Studio MCP itself is provided by the Community and is likely open-source. Any costs would depend on your specific Label Studio deployment and infrastructure.
- What is a common limitation when using the Label Studio MCP?
- A common limitation is that the MCP's capabilities are restricted to the functionalities exposed by the underlying Label Studio API. It does not provide features beyond what Label Studio offers.
- How do I configure the Label Studio MCP in an MCP client like Cline?
- To configure it in Cline, you would typically add the MCP using its slug 'label-studio' and provide your API key when prompted. The communication transport is standard I/O (stdio).
Install Label Studio
Claude Desktop
Add this to claude_desktop_config.json.
{
"mcpServers": {
"label-studio": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-label-studio"
]
}
}
}Cursor
Add this to ~/.cursor/mcp.json.
{
"mcpServers": {
"label-studio": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-label-studio"
]
}
}
}VS Code
Add this to your workspace settings.json.
{
"mcp.servers": {
"label-studio": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-label-studio"
]
}
}
}Reviews
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