A
licenseNot graded
qualityD
maintenanceQuery and analyze your Weights & Biases data using natural language through the Model Context Protocol.
1
MIT
mcp-wandb
by tsilva
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TDQS
B3.4/5.0
Scored across 5 tools
Disambiguation5/5
Each tool targets a distinct resource-action pair: projects, runs, run details, metric names, and plot output. There is no meaningful overlap or risk of confusion.
Naming Consistency3/5
All names are lowercase snake_case and verb-first, but conventions are mixed: 'get' and 'list' are used inconsistently for collection-returning tools, and the 'wandb' prefix appears on only some tools. Still readable and predictable enough for an agent.
Tool Count5/5
Five tools form a compact, well-scoped set for reading and visualizing W&B data. Each tool serves a clear purpose without redundancy.
Completeness3/5
Covers project discovery, run listing, run details, metric discovery, and plotting. However, raw metric history is only accessible through an image plot, and there is no run comparison or filtering, which are common W&B workflows.
Maintenance
ActivitySlowing
ResponsivenessNo issues