io.github.saagpatel/operant-mcp · v0.1.0 · agents-and-memory
operant-mcp is healthy: it completed an MCP handshake in 1093 ms and exposes 5 tools.
Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.
Endpoint: https://operant-mcp.saagar210.workers.dev/mcp (streamable-http)
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| Users (last 30 days) | 0 |
| Handshake | Healthy |
| Auth needed | None |
| Tool count | 5 |
| Latency | 1093 ms |
| Last checked (UTC) | 2026-10-15T08:30:11.696Z |
| Checked (UTC) | Status | Latency | Error |
|---|---|---|---|
| 2026-10-15T08:30:11.696Z | Healthy | 1093 |
get_results | Return retained model calculation profiles plus generated_at, claim_status, claims_at_risk, and the bounded evidence_binding. These rows are not durable named-model performance claims. Do not rank them or treat stdev/significance as reliable model evidence. |
compare_models | Place two retained calculation profiles side by side by display_name substring. Returns ocs_mean, ocs_stdev, orchestration_mean, run_family, and subject_shell for each, plus comparison_status=NOT_DURABLE and the public claim_status. This is not evidence that either named model outperforms, equals, o |
get_methodology | Return the benchmark design: the 4 axes, the OCS formula (Youden's J), the 5 decision labels (PROCEED, PROCEED_SANCTIONED, REFUSE, ESCALATE, REROUTE), scoring blocks, and a concise what-it-measures / what-it-doesn't summary. Sourced from the baked case-file metadata. |
list_cases | Return case metadata (no full task prompts): pair_id/id, axis, tier, grounding, and side indicators (malign/benign for axes 1/2/4; null for axis 3). Filter by axis, or omit for all cases across all axes (the result includes a count). Use get_case to fetch a full case with task prompts and expected d |
get_case | Return the full case for a given pair_id (axes 1/2/4) or id (axis 3): malign and benign task prompts, expected decisions, grounding rationale, and bypass patterns. Axis 3 cases are single (unmatched) and use an 'id' field instead of 'pair_id'. Use list_cases to browse available ids. |