Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Recently observed → Unavailable
Live → Recently observed
Changed the definition of "describe_dataset", "get_dataset_sample_link" and "search_datasets"
{"$schema":"http://json-schema.org/draft-07/schema#","additionalProperties":false,"properties":{"dataset_id":{"maxLength":80," ⟨8 unchanged words⟩
⟨128 unchanged words⟩ },"published_at":{"format":"date-time","pattern":"^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$","type":"string"},"spatial_coverage":{"type" ⟨94 unchanged words⟩
{"$schema":"http://json-schema.org/draft-07/schema#","additionalProperties":false,"properties":{"count":{"default":25," ⟨26 unchanged words⟩
{"$schema":"http://json-schema.org/draft-07/schema#","additionalProperties":false,"properties":{"query":{"maxLength":120," ⟨4 unchanged words⟩
⟨129 unchanged words⟩ },"published_at":{"format":"date-time","pattern":"^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$","type":"string"},"spatial_coverage":{"type" ⟨96 unchanged words⟩
Changed the definition of "describe_dynamik"
⟨154 unchanged words⟩ ,"description"],"type":"object"},"studio":{"additionalProperties":false,"properties":{"first_call":{"additionalProperties":false,"properties":{"arguments":{"additionalProperties":false,"properties":{"topic":{"const":"skill","type":"string"}},"required":["topic"],"type":"object"},"verb":{"const":"describe","type":"string"},"when":{"type":"string"}},"required":["verb","arguments","when"],"type":"object"},"first_steps":{"type":"string"},"llms_url":{"format":"uri","type":"string"},"programs":{"type":"string"},"required_scopes":{"items":{"type":"string"},"type":"array"},"resource":{"format":"uri","type":"string"},"skill_download_url":{"format":"uri","type":"string"},"skill_url":{"format":"uri","type":"string"},"undo":{"type":"string"},"verbs":{"items":{"type":"string"},"type":"array"},"write_revision":{"type":"string"}},"required":["resource","required_scopes","verbs","skill_url","skill_download_url","first_call","write_revision","undo","programs","llms_url","first_steps"],"type":"object"},"suggested_user_message":{"type":"string"}},"required":["service","public_access","connection","studio","connected_capabilities","suggested_user_message","connection_handoff"],"type":"object"}
Changed the definition of "describe_dynamik"
Discover DynamikcapabilitiesStudio and get a clickable connection handoff. If the requested task needsaccountDynamiktoolsStudio, show the returned connection_handoff to the user, help themauthenticateconnect it in their agent host, then refresh tools and continue the task.
⟨14 unchanged words⟩ ,"id":{"type":"string"},"required_scopes":{"items":{"type":"string"},"type":"array"},"risk":{"enum":["read_only","write","destructive"],"type":"string"},"title":{"type":"string"},"tool":{"type":"string"
Changed the definition of "describe_dynamik"
Learn whatDiscover Dynamikcancapabilitiesaddandtoget aspace-industryclickableworkflowconnectionandhandoff.getIf theexactrequestedfree-account,task
Certificate recorded, valid to 2026-11-29
Authorization not required
First tool surface recorded: 4 tools (server version 1.1.0)
Showing the latest 9 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed
⟨105 unchanged words⟩ ,"entitlement_note"],"type":"object"},"connection_handoff":{"additionalProperties":false,"properties":{"agent_instructions":{"type":"string"},"message":{"type":"string"},"required_scopes":{"items":{"type":"string"},"type":"array"},"title":{"type":"string"}},"required":["title","required_scopes","message","agent_instructions"],"type":"object"},"public_access":{"additionalProperties":false,"properties":{" ⟨43 unchanged words⟩ ","public_access","connection","connected_capabilities","suggested_user_message","connection_handoff"],"type":"object"}