Use these tools to inspect IncidentOps Core evidence, readiness, investigation, sync status, and workflow run events. The server delegates to Core APIs and does not ingest or normalize data.
Server has 8 tools with basic naming (verb_noun pattern) and descriptions present, but critical gaps undermine quality. All tools are READ_ONLY, which is good for safety. However, parameter descriptions are minimal or absent (e.g., search_evidence has 'query' with no format guidance; investigate_incident lacks context on what 'investigation query' means). Output schemas are not documented anywhere in the visible code, LLMs cannot plan downstream calls or extract structured data. No error handling guidance visible. Tool definitions appear to be inferred from FastMCP decorators rather than explicit schema registration, which caps individual tool scores at 50. The server delegates to Core APIs but provides no pagination, result limits, or field documentation. Descriptions average ~60 chars, below the 194-char baseline for A+ tools.
Return Core feature, endpoint, and limit capabilities.
Return the latest persisted deterministic evaluation summary for a project.
Return the latest sync for a source.
Return project readiness, coverage, missing evidence, and suggested questions.
Return workflow run events for an IncidentOps run.
Return a source sync status and diagnostics.
No output schemas documented. LLMs cannot infer what fields to expect from tool responses, preventing downstream tool chaining and forcing wasteful discovery calls.
Parameter descriptions are minimal or missing. 'query' in search_evidence lacks format guidance; 'investigation query' in investigate_incident is vague about expected input structure.
No pagination or result limits documented. search_evidence accepts top_k but no guidance on max results, total count, or cursor-based pagination for large datasets.
Tool definitions inferred from FastMCP decorators without explicit schema registration visible in source. Cannot verify input/output schemas are properly declared.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 42 | 2026-07-28+ | v2 |
Run an IncidentOps cited investigation over retrieved evidence.
Search cited engineering evidence in a project.
No error handling guidance. Tools delegate to Core APIs but provide no recovery hints (e.g., 'If project not found, try list_projects()') or error categorization (retryable vs fatal).