operant-mcp
io.github.saagpatel/operant-mcp · v0.1.0 · MCP 2025-11-25
Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.
Reachability
reachable
checked 2026-07-14 03:45 UTC
Registry status active
Tools pinned 5
2d164d89029b
Tools last changed
unchanged since first capture 2026-07-14
Provenance
Registry namespace io.github.saagpatel
(GitHub-account verified by the official registry)
Repository
github.com/saagpatel/operant
Remote endpoints
https://operant-mcp.saagar210.workers.dev/mcp (streamable-http)
Observed changes
| When (UTC) | Event | Detail |
|---|---|---|
| 2026-07-14 03:45 | first capture | 5 tools pinned |
Pinned tool definitions (5)
| Tool | Description |
|---|---|
| get_results | Return all model calibration profiles (OCS mean/stdev, orchestration mean, run_family, subject_shell), plus generated_at, included_lab_labels, and the not-a-flat-leaderboard caveat. Models are returned as-is — do not pre-sort into a... |
| compare_models | Side-by-side comparison of two models by display_name (case-insensitive substring). Returns ocs_mean, ocs_stdev, orchestration_mean, run_family, and subject_shell for each, plus a single_run_note where stdev is null. If a name is... |
| 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... |
| 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).... |
| 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... |
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