Weights & Biases MCP

Field note

What it does

# Weights & Biases Documentation ## Docs - [Build AI agents, applications, and models](https://docs.wandb.ai/index.md): Develop AI models and ship LLM app… - [W&B Models](https://docs.wandb.ai/product-models.md) - [W&B Weave](https://docs.wandb.ai/product-weave.md) - [Overview](https://docs.wandb.ai/aria/overview.md) - [Chat with ARIA](https://docs.wandb.ai/aria/chat.md) - [Use ARIA for autoresearch](https://docs.wandb.ai/aria/autoresearch.md): Learn how to use ARIA, W&B's AI Re… - [Governance and security](https://docs.wandb.ai/aria/governance.md): Learn how W&B Admins can control h… - [W&B HiveMind](https://docs.wandb.ai/hivemind.md): A shared dashboard for AI coding s… - [Serverless Inference](https://docs.wandb.ai/product-inference.md) - [Serverless Training](https://docs.wandb.ai/product-serverless-training.md) - [Serverless Sandboxes](https://docs.wandb.ai/product-sandboxes.md) - [Settings](https://docs.wandb.ai/platform/app/settings-page.md): Use the W&B Settings page to custo… - [Manage user settings](https://docs.wandb.ai/platform/app/settings-page/user-settings.md): Manage your profile information, a… - [Manage billing settings](https://docs.wandb.ai/platform/app/settings-page/billing-settings.md): View plan details, monitor usage,… - [Manage email settings](https://docs.wandb.ai/platform/app/settings-page/emails.md): Add, delete, and manage email addr… - [Team settings](https://docs.wandb.ai/platform/app/settings-page/teams.md): Collaborate with your colleagues,… - [Manage secrets](https://docs.wandb.ai/platform/secrets.md): Overview of W&B secrets, how they… - [Manage storage](https://docs.wandb.ai/platform/app/settings-page/storage.md): Manage W&B data storage consumptio… - [Identity and access management (IAM)](https://docs.wandb.ai/platform/hosting/iam/org_team_struct.md): Understand the three IAM scopes in… - [Configure SSO with LDAP](https://docs.wandb.ai/platform/hosting/iam/ldap.md): Configure LDAP-based SSO authentic… - [Configure SSO with OIDC](https://docs.wandb.ai/platform/hosting/iam/sso.md): Configure SSO using OpenID Connect… - [Use federated identities with SDK](https://docs.wandb.ai/platform/hosting/iam/identity_federation.md): Use identity federation with JSON… - [Use service accounts to automate workflows](https://docs.wandb.ai/platform/hosting/iam/service-accounts.md): Manage automated or non-interactiv… - [Access management](https://docs.wandb.ai/platform/hosting/iam/access-management-intro.md): Manage users, teams, roles, and pr… - [Manage your organization](https://docs.wandb.ai/platform/hosting/iam/access-management/manage-organization.md): Manage users, teams, roles, seats,… - [Manage access control for projects](https://docs.wandb.ai/platform/hosting/iam/access-management/restricted-projects.md): Manage project access using visibi… - [Automate user and team management](https://docs.wandb.ai/platform/hosting/iam/automate_iam.md): Automate user and team management… - [Manage users, groups, and roles with SCIM](https://docs.wandb.ai/platform/hosting/iam/scim.md): Use the SCIM API to manage users,… - [Advanced IAM configuration](https://docs.wandb.ai/platform/hosting/iam/advanced_env_vars.md): Configure advanced IAM options for… - [Bring your own bucket (BYOB)](https://docs.wandb.ai/platform/hosting/data-security/secure-storage-connector.md): Store W&B artifacts and data in yo… - [Access BYOB using pre-signed URLs](https://docs.wandb.ai/platform/hosting/data-security/presigned-urls.md): Understand how W&B uses pre-signed… - [Configure IP allowlisting for Dedicated Cloud](https://docs.wandb.ai/platform/hosting/data-security/ip-allowlisting.md): Restrict access to a W&B Dedicated… - [Configure private connectivity to Dedicated Cloud](https://docs.wandb.ai/platform/hosting/data-security/private-connectivity.md): Connect to a W&B Dedicated Cloud i… - [Data encryption in Dedicated Cloud](https://docs.wandb.ai/platform/hosting/data-security/data-encryption.md): Learn how W&B encrypts data in Ded… - Sections: On this page | weave | ​ API Overview | ​ class Agent | ​ method step | ​ class AgentState | ​ class AnnotationSpec | ​ classmethod preprocess_field_schema | ​ classmethod validate_field_schema | ​ method value_is_valid | ​ class Audio | ​ method __init__ | ​ method export | ​ classmethod from_data | ​ classmethod from_path | ​ class ClassifierMonitor | ​ method activate | ​ method deactivate | ​ classmethod from_obj | ​ method get_prompt_footer | ​ method get_prompt_header | ​ method model_post_init | ​ class Content | ​ property art | ​ property ref | ​ method as_string | ​ classmethod from_base64 | ​ classmethod from_bytes | ​ classmethod from_data_url | ​ classmethod from_text | ​ classmethod from_url | ​ classmethod model_validate | ​ classmethod model_validate_json | ​ method open | ​ method save | ​ method serialize_data | ​ method to_data_url | ​ class Conversation | ​ method end | ​ method start_turn | ​ class Dataset | ​ method add_rows | ​ classmethod convert_to_table | ​ classmethod from_calls | ​ classmethod from_hf | ​ classmethod from_pandas | ​ method select | ​ method to_hf | ​ method to_pandas | ​ class EasyPrompt | ​ property as_str | ​ property is_bound | ​ property messages | ​ property placeholders | ​ property system_message | ​ property system_prompt | ​ property unbound_placeholders | ​ method append | ​ method as_dict | ​ method as_pydantic_dict | ​ method bind | ​ method bind_rows | ​ method config_table | ​ method configure | ​ method dump | ​ method dump_file | ​ method format | ​ classmethod load | ​ classmethod load_file | ​ method messages_table | ​ method print | ​ method publish | ​ method require | ​ method run | ​ method validate_requirement | ​ method validate_requirements | ​ method values_table | ​ class Evaluation | ​ method evaluate | ​ method get_eval_results | ​ method get_evaluate_calls | ​ method get_score_calls | ​ method get_scores | ​ method predict_and_score | ​ method summarize | ​ class EvaluationLogger | ​ property attributes | ​ property ui_url | ​ method fail | ​ method finish | ​ method log_example | ​ method log_prediction | ​ method log_summary | ​ method set_view | ​ class File | ​ property filename | ​ class LLM | ​ method add_event | ​ method attach_media_url | ​ method output | ​ method record | ​ method set_attributes | ​ method think | ​ class LogResult | ​ class Markdown | ​ class MediaAttachment | ​ class Message | ​ classmethod assistant | ​ classmethod system | ​ classmethod tool_result | ​ classmethod user | ​ class MessagesPrompt | ​ method format_message | ​ class Model | ​ method get_infer_method | ​ class Monitor | ​ class Object | ​ classmethod from_uri | ​ classmethod handle_relocatable_object | ​ When an ObjectRef is passed | ​ When a WeaveObject is passed | ​ class ObjectRef | ​ property digest | ​ property extra | ​ property is_digest_resolved | ​ method as_param_dict | ​ method delete | ​ method get | ​ method is_descended_from | ​ method maybe_parse_uri | ​ method parse_uri | ​ method with_attr | ​ method with_extra | ​ method with_index | ​ method with_item | ​ method with_key | ​ class Prompt | ​ class SavedView | ​ property entity | ​ property label | ​ property project | ​ property view_type | ​ method add_column | ​ method add_columns | ​ method add_filter | ​ method add_sort | ​ method column_index | ​ method filter_op | ​ method get_calls | ​ method get_known_columns | ​ method get_table_columns | ​ method hide_column | ​ method insert_column | ​ method page_size | ​ method pin_column_left | ​ method pin_column_right | ​ method remove_column | ​ method remove_columns | ​ method remove_filter | ​ method remove_filters | ​ method rename | ​ method rename_column | ​ method set_columns | ​ method show_column | ​ method sort_by | ​ method to_grid | ​ method to_rich_table_str | ​ method ui_url | ​ method unpin_column | ​ class Scorer | ​ property display_name | ​ method score | ​ class Session | ​ property session_id | ​ property session_

Capabilities

Available capabilities

Tags

Tags

Ways to use it

Ways to use it