Creates and manages Label Studio projects, tasks and predictions to automate data labeling workflows.
接入配置
选择客户端，复制配置，再按项目文档补齐环境变量。
claude mcp add label-studio --env LABEL_STUDIO_API_KEY='<LABEL_STUDIO_API_KEY>' --env LABEL_STUDIO_URL='<LABEL_STUDIO_URL>' -- uvx --from git+https://github.com/HumanSignal/label-studio-mcp-server mcp-label-studio~/.codex/config.toml
[mcp_servers.label-studio]
command = "uvx"
args = ["--from", "git+https://github.com/HumanSignal/label-studio-mcp-server", "mcp-label-studio"]
env = { LABEL_STUDIO_API_KEY = "<LABEL_STUDIO_API_KEY>", LABEL_STUDIO_URL = "<LABEL_STUDIO_URL>" }
# codex mcp add label-studio --env LABEL_STUDIO_API_KEY='<LABEL_STUDIO_API_KEY>' --env LABEL_STUDIO_URL='<LABEL_STUDIO_URL>' -- uvx --from git+https://github.com/HumanSignal/label-studio-mcp-server mcp-label-studio~/.cursor/mcp.json
{
"mcpServers": {
"label-studio": {
"command": "uvx",
"args": [
"--from",
"git+https://github.com/HumanSignal/label-studio-mcp-server",
"mcp-label-studio"
],
"env": {
"LABEL_STUDIO_API_KEY": "<LABEL_STUDIO_API_KEY>",
"LABEL_STUDIO_URL": "<LABEL_STUDIO_URL>"
}
}
}
}.vscode/mcp.json
{
"servers": {
"label-studio": {
"type": "stdio",
"command": "uvx",
"args": [
"--from",
"git+https://github.com/HumanSignal/label-studio-mcp-server",
"mcp-label-studio"
],
"env": {
"LABEL_STUDIO_API_KEY": "<LABEL_STUDIO_API_KEY>",
"LABEL_STUDIO_URL": "<LABEL_STUDIO_URL>"
}
}
}
}~/.gemini/settings.json
{
"mcpServers": {
"label-studio": {
"command": "uvx",
"args": [
"--from",
"git+https://github.com/HumanSignal/label-studio-mcp-server",
"mcp-label-studio"
],
"env": {
"LABEL_STUDIO_API_KEY": "<LABEL_STUDIO_API_KEY>",
"LABEL_STUDIO_URL": "<LABEL_STUDIO_URL>"
}
}
}
}claude_desktop_config.json
{
"mcpServers": {
"label-studio": {
"command": "uvx",
"args": [
"--from",
"git+https://github.com/HumanSignal/label-studio-mcp-server",
"mcp-label-studio"
],
"env": {
"LABEL_STUDIO_API_KEY": "<LABEL_STUDIO_API_KEY>",
"LABEL_STUDIO_URL": "<LABEL_STUDIO_URL>"
}
}
}
}.trae/mcp.json
{
"mcpServers": {
"label-studio": {
"command": "uvx",
"args": [
"--from",
"git+https://github.com/HumanSignal/label-studio-mcp-server",
"mcp-label-studio"
],
"env": {
"LABEL_STUDIO_API_KEY": "<LABEL_STUDIO_API_KEY>",
"LABEL_STUDIO_URL": "<LABEL_STUDIO_URL>"
}
}
}
}需要的环境变量
LABEL_STUDIO_API_KEYLABEL_STUDIO_URL
把占位值换成你自己的密钥；不要把密钥提交到代码仓库。