// MCP TOOL REFERENCE

SWANLAB TOOLS

11 tools from the Swanlab MCP Server, categorised by risk level.

// ALL 11 SWANLAB TOOLS

READ 11 tools

Read swanlab_get_project Get detailed information about a specific project. 获取指定项目的详细信息。 Read swanlab_get_run Get detailed information about a specific run (experiment). 获取指定实验的详细信息。 Read swanlab_get_run_config Get the configuration (config) for a specific run (experiment). 获取实验的配置信息。 Read swanlab_get_run_metadata Get the environment metadata for a specific run (experiment). Read swanlab_get_run_metrics Get metric data for a run (experiment). Returns a list of metric records. Read swanlab_get_run_requirements Get the Python requirements for a specific run (experiment). 获取实验的 Python 依赖信息。 Read swanlab_get_workspace Get detailed information about a specific workspace. 获取指定工作空间的详细信息。 Read swanlab_list_projects List all projects with optional filtering by workspace, sort, and search. Read swanlab_list_run_metric_keys List all available metric keys for a run (experiment). Read swanlab_list_runs List all runs (experiments) in a project with optional filtering. Read swanlab_list_workspaces List all workspaces accessible to the current user. 工作空间是项目的集合，对应一个研发团队。

// FAQ

How many tools does the Swanlab MCP server have? +

The Swanlab MCP server exposes 11 tools across 1 categories: Read.

How do I enforce policies on Swanlab tools? +

Route the Swanlab server through the PolicyLayer gateway. Define allow, deny, or approval rules per tool in the dashboard; they are enforced on every call before it reaches the server.

What risk categories do Swanlab tools fall into? +

Swanlab tools are categorised as Read (11). Each category has a recommended default policy.

Enforce policy on every Swanlab tool call.

Start from Swanlab, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.

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