Add consolidated manage_serving_endpoint tool (CRUD, logs, metrics, permissions)#413
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jralfonsog wants to merge 4 commits intodatabricks-solutions:mainfrom
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Add consolidated manage_serving_endpoint tool (CRUD, logs, metrics, permissions)#413jralfonsog wants to merge 4 commits intodatabricks-solutions:mainfrom
jralfonsog wants to merge 4 commits intodatabricks-solutions:mainfrom
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…rmissions Add 8 new functions to databricks_tools_core.serving: create, update, delete endpoints; build/server logs; metrics export with Prometheus parsing; get/update permissions. All functions follow existing patterns with typed SDK exceptions, Google-style docstrings, and Dict returns. Co-authored-by: Isaac
Add manage_serving_endpoint(action=...) with 8 actions: create, update, delete, get_build_logs, get_server_logs, export_metrics, get_permissions, update_permissions. Keeps upstream's 3 read-only tools unchanged. Includes manifest tracking, identity tagging, and idempotent create. Co-authored-by: Isaac
Add 20 core lib tests (CRUD, logs, metrics, permissions, Prometheus parsing) and 15 MCP tool tests covering all 8 actions including validation, idempotency, manifest tracking, and case insensitivity. Co-authored-by: Isaac
Add manage_serving_endpoint action table and workflow examples for create, update, debug (build/server logs), and permissions management. Co-authored-by: Isaac
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This was referenced Apr 6, 2026
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Thank you for the contribution! While we don't think this content aligns with what we're looking for at this time — we're actively monitoring tool and skill bloat, and require use of our testing framework for contributions to be merged — we appreciate you opening these PRs! While I can't see your name on GitHub, if you're at Databricks feel free to reach out on Slack. 👍 |
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Summary
manage_serving_endpoint(action=...)— 8 actions covering the full endpoint lifecycledatabricks-model-servingwith consolidated tool examplesConsolidation (replaces PRs #414, #415, #416)
Previously 8 separate tools across 4 PRs. Now 1 tool with 8 actions for token efficiency:
createupdatedeleteget_build_logsget_server_logsexport_metricsget_permissionsupdate_permissionsExisting upstream tools (
get_serving_endpoint_status,query_serving_endpoint,list_serving_endpoints) unchanged.Includes
get_default_tags,with_description_footer) on createtrack_resource,remove_resource) on create/deletecreated: false)Test plan
This pull request was AI-assisted by Isaac.