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.
Added "report_domain_knowledge_gap" (19 tools before, 20 now)
Report an Incomplete Technical Answer — Retain the original technical question, independent OS/component versions and missing details for priority learning. Does not alter published revisions.
Changed the definition of "advise_network_upgrade", "analyze_device_snapshot", "analyze_network_path" and 11 more
⟨5 unchanged words⟩ risks, checks, and rollback without downloading software. Missing or incomplete knowledge may create or update a tracked research demand. No device commands are executed.
{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":truefalse}
{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true}
{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true}
{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true}
{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true}
{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true}
{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true}
Return a deterministic, ordered workflow including safety, verification, and rollback. Missing or incomplete knowledge may create or update a tracked research demand. No device commands are executed.{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":truefalse}
{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true}
⟨6 unchanged words⟩ using that pack’s validated context and public-record schema. Network queries may create or update a tracked research demand for missing or incomplete knowledge.
{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":truefalse}
Return deterministic, version-scoped commands, diagnostics, and concepts for a network question. Missing or incomplete knowledge may create or update a tracked research demand. No device commands are executed.{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":truefalse}
{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true}
⟨11 unchanged words⟩ returns available guidance and never executes a command. Missing or incomplete knowledge may create or update a tracked research demand.
{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":truefalse}
{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true}
Added "get_learning_status" and "report_knowledge_gap"; changed the definition of "get_network_workflow", "query_domain_knowledge" and "query_network_knowledge" (17 tools before, 19 now)
⟨757 unchanged words⟩ learning":{"additionalProperties":false,"properties":{"id":{"format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","type":"string"},"message":{"type":"string"},"needs_context":{"type":"boolean"},"status":{"enum":["diagnosing","discovering" ⟨28 unchanged words⟩
⟨112 unchanged words⟩ learning":{"additionalProperties":false,"properties":{"id":{"format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","type":"string"},"message":{"type":"string"},"needs_context":{"type":"boolean"},"
Certificate changed, valid to 2026-12-28
Certificate recorded, valid to 2026-10-30
Authorization not required
First tool surface recorded: 17 tools (server version 0.8.5)
Showing the latest 7 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed
⟨757 unchanged words⟩ learning":{"additionalProperties":false,"properties":{"id":{"format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","type":"string"},"message":{"type":"string"},"needs_context":{"type":"boolean"},"status":{"enum":["diagnosing","discovering" ⟨28 unchanged words⟩
Get Learning Progress — Check a learning ID returned by a knowledge query or report_knowledge_gap. Published means the original question has a complete answer; repeat the original query to read it.
Report an Incomplete or Incorrect Answer — Record the original network question for priority research. Provide missing context or explain why an answer was not useful. Feedback alone does not change or quarantine published knowledge.