Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.
Connect Remote server
claude mcp add --transport http operant-mcp https://operant-mcp.saagar210.workers.dev/mcp
{
"mcpServers": {
"operant-mcp": {
"url": "https://operant-mcp.saagar210.workers.dev/mcp"
}
}
}
{
"servers": {
"operant-mcp": {
"type": "http",
"url": "https://operant-mcp.saagar210.workers.dev/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://operant-mcp.saagar210.workers.dev/mcp
Tools 5 found in our last check
get_resultsReturn 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_modelsPlace 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 o…
get_methodologyReturn 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_casesReturn 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 p…
get_caseReturn 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…
Details
| Endpoint | https://operant-mcp.saagar210.workers.dev/mcp (Streamable HTTP) |
| Package | [email protected] (NPM, stdio) |
| First published | 28 Jun 2026 |
| Last updated | 28 Jun 2026 |
| Registry name | io.github.saagpatel/operant-mcp |
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