Insights & MCP

Causal failure clustering, tag slices, and the read-only MCP server.

Studio `/insights`

Top-level nav tab with:

KPI strip (pass rate, mean score, total runs, needs review, biggest regression)
Causal failure mode clusters (sparse BM25 leader-follower, zero LLM on GET)
Tag slice comparison (agent_version, env, channel)

Freemium unlocks Top 3 clusters; Paid unlocks all + Promote to Rubric.

MCP (`POST /v1/assure/mcp`)

Streamable HTTP JSON-RPC 2.0 tools:

list_rubrics
list_traces
get_calibration
get_insights
get_failure_clusters
list_tag_keys
list_tag_values

Authenticate with the same API key Bearer token. Point Cursor / Claude Code MCP config at your gateway /v1/assure/mcp.

Agent Trajectories

Neuro-symbolic tool-call judging (D-067).

API Reference

Interactive OpenAPI playground for /evaluate and /v1/assure/*.

On this page

Studio /insightsMCP (POST /v1/assure/mcp)