MCP server
W&B MCP Server
Queries Weights & Biases runs and Weave traces in plain language.
Add it to your client
OfficialInstall
uvx wandb-mcp-server
mcpServers
{
"mcpServers": {
"wandb-mcp": {
"command": "uvx",
"args": [
"wandb-mcp-server"
]
}
}
}- Transport
- both
- Runtime
- Python
- Auth
- Required
- License
- MIT
Tools
query_wandb_toolquery_weave_traces_toolcount_weave_traces_toolinfer_trace_schema_toolget_run_history_toolcreate_wandb_report_toollog_analysis_to_wandb
Connects an MCP client to W&B Models and Weave so an agent can pull run metrics, sample a metric's history, inspect and count LLM traces, and infer what fields those traces carry. A report tool writes the analysis back into the workspace as a shareable W&B report. Available as a hosted HTTP endpoint or as a local stdio process launched with uvx; a W&B API key is needed either way.
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