Prefect

Get automations with optional filters. Returns compact summaries by default (trigger_type, action_count). Filter by specific ID(s) for full detail including trigger config, actions, actions_on_trigger, and actions_on_resolve. Filter operators: - id.any_: Match specific automation IDs - name.any_: Match automation names - enabled.eq_: Filter by enabled state Examples: - List all automations: get_automations() - Full detail: get_automations(filter={"id": {"any_": ["<automation-id>"]}}) - Get by name: get_automations(filter={"name": {"any_": ["my-automation"]}}) - Only enabled: get_automations(filter={"enabled": {"eq_": True}})

get_automations

Get a high-level dashboard overview of the Prefect instance. Returns current flow run statistics, work pool status, and all active concurrency limits (global/tag-based, deployment, work pool, and work queue). Essential for diagnosing flow run delays and bottlenecks.

get_dashboard

Get deployments with optional filters. Returns compact summaries by default. Filter by specific ID(s) for full detail including parameters, parameter_openapi_schema, job_variables, work_pool details, and recent_runs. Filter operators: - any_: Match any value in list - all_: Match all values - like_: SQL LIKE pattern matching - not_any_: Exclude values - is_null_: Check for null/not null - eq_/ne_: Equality comparisons Examples: - List all deployments: get_deployments() - Full detail: get_deployments(filter={"id": {"any_": ["<deployment-id>"]}}) - Active deployments: get_deployments(filter={"paused": {"eq_": False}}) - Production deployments: get_deployments(filter={"tags": {"all_": ["production"]}})

get_deployments

Get execution logs for a flow run. Retrieves log entries from the flow run execution, including timestamps, log levels, and messages. Examples: - Get logs: get_flow_run_logs(flow_run_id="...") - Get more logs: get_flow_run_logs(flow_run_id="...", limit=500)

get_flow_run_logs

Get flow runs with optional filters. Returns compact summaries by default. Filter by specific ID(s) for full detail including parameters, inlined deployment info, and work pool info. Filter operators: - any_: Match any value in list - all_: Match all values - like_: SQL LIKE pattern matching - not_any_: Exclude values - is_null_: Check for null/not null - after_/before_: Time comparisons - gt_/gte_/lt_/lte_: Numeric comparisons Examples: - List recent runs: get_flow_runs() - Get specific run: get_flow_runs(filter={"id": {"any_": ["<flow-run-id>"]}}) - Failed runs: get_flow_runs(filter={"state": {"type": {"any_": ["FAILED"]}}}) - Production runs: get_flow_runs(filter={"tags": {"all_": ["production"]}})

get_flow_runs

Get flows with optional filters. Returns a list of flows registered in the workspace. Filter operators: - any_: Match any value in list - like_: SQL LIKE pattern matching - all_: Match all values Examples: - List all flows: get_flows() - Get specific flow: get_flows(filter={"id": {"any_": ["<flow-id>"]}}) - Flows by name pattern: get_flows(filter={"name": {"like_": "etl-%"}}) - Flows by tags: get_flows(filter={"tags": {"all_": ["production"]}})

get_flows

Get identity and connection information for the current Prefect instance. Returns API URL, type (cloud/oss), and user information if available. Essential for understanding which Prefect instance you're connected to.

get_identity

Get a schema for an object type.

get_object_schema

Get authoritative, structured release notes for a Prefect OSS release. Use this for questions like "what changed in the latest Prefect release?" instead of semantic documentation search.

docs_get_release_notes

Get task runs with optional filters. Returns a list of task runs and their details matching the filters. Note that 'task_inputs' contains dependency tracking information (upstream task relationships), not the actual parameter values passed to the task. Filter operators: - any_: Match any value in list - like_: SQL LIKE pattern matching - not_any_: Exclude values - is_null_: Check for null/not null Examples: - List recent tasks: get_task_runs() - Get specific task: get_task_runs(filter={"id": {"any_": ["<task-run-id>"]}}) - Failed tasks: get_task_runs(filter={"state": {"type": {"any_": ["FAILED"]}}}) - Tasks by pattern: get_task_runs(filter={"name": {"like_": "%process%"}})

get_task_runs