get_taxonomy

Returns the valid enum values for macroArea and painType filters, plus live data-freshness info. Call this first in a session to orient the agent on what filter values are accepted and when the corpus was last updated.

Parameters

This tool takes no parameters.

Response shape

EchoSift taxonomy: valid filter values for list_pain_signals and trending_signals.

Macro areas (macroArea filter, 11 values):
  AUTH_IDENTITY, AI_AGENTS_LLM, PAYMENTS_BILLING, DEVOPS_INFRA, DATA_STORAGE,
  OBSERVABILITY, NETWORKING_APIS, DEVELOPER_WORKFLOW, MOBILE_CROSSPLATFORM,
  UI_UX_PATTERNS, OTHER

Pain types (painType filter, 4 values):
  bug, feature_request, complaint, question

Data freshness: scores last recomputed 2026-07-19T03:00:00Z, 28341 active signals tracked.

Example call

{
  "name": "get_taxonomy",
  "arguments": {}
}

Notes

• macroArea values are case-sensitive. auth_identity is rejected; AUTH_IDENTITY is accepted.
• painType values are lowercase and case-sensitive.
• feature_request is useful for “what do developers want built”: combine with macroArea for targeted demand discovery.
• The totalActiveSignals count reflects signals that have passed quality filters (topic classified, pain type assigned).