Weights & Biases for AI agents
Agents read Weights & Biases at once. Changes and sends are held for a person's approval by default.
About Weights & Biases
Read W&B Models projects, runs, sweeps, artifact types, reports, automations, integrations, teams, and organizations through the W&B Cloud GraphQL API.
What an agent can do in Weights & Biases
Every Weights & Biases action is classed by the platform as a read, a change or a send. Reads run at once. Changes and sends are held for a person by default.
Runs at once (reads)
Looks things up in Weights & Biases without asking first. 10 actions.
- Get Current ViewerReturn the authenticated W&B user, default entity, and team names for connection context.
- Get OrganizationReturn a W&B organization's identifiers and organization entity by exact name.
- Get TeamReturn a W&B team's identity and bounded membership metadata by exact team entity name.
- List Artifact TypesReturn one page of artifact types defined in a W&B project.
- List AutomationsReturn one page of W&B automations accessible under an entity.
- List IntegrationsList one page of Slack workspace/channel metadata and webhook integration names for a W&B entity. Webhook URLs and credentials are excluded.
- List ProjectsReturn one page of W&B projects visible under an entity.
- List ReportsReturn one page of beta W&B reports for a project.
- List RunsList one page of runs with IDs, display names, states, and creation times. Does not return run config, metrics, or history.
- List SweepsReturn one page of hyperparameter sweeps from a W&B project when sweeps are enabled for the account.
Held for approval by default (changes and sends)
Held for a person's approval by default. The approval is recorded and the action is sent once, never twice, with 10 seconds to undo. 0 actions.
None in this connector.
Related connectors
- Ahrefs MCP
- Alpha Vantage
- Arize AX
- Bitquery
- Braintrust
- Code Interpreter
Weights & Biases questions
Can an agent change data in Weights & Biases on its own?
Not by default. Changes and sends in Weights & Biases are held for a person's approval. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.
What can an agent read in Weights & Biases?
This connector lists 10 read actions. Reads run at once, without waiting for approval.
How does Weights & Biases connect?
It connects with API key. Connectors are built and maintained by third-party developers; availability is confirmed during scoping.