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operant-mcp

io.github.saagpatel/operant-mcp · v0.1.0

Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.

Connect Remote server

Terminal
claude mcp add --transport http operant-mcp https://operant-mcp.saagar210.workers.dev/mcp
~/.cursor/mcp.json
{
  "mcpServers": {
    "operant-mcp": {
      "url": "https://operant-mcp.saagar210.workers.dev/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "operant-mcp": {
      "type": "http",
      "url": "https://operant-mcp.saagar210.workers.dev/mcp"
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://operant-mcp.saagar210.workers.dev/mcp

Tools 5 found in our last check

  • 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 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 p…

  • 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…

Details

Endpointhttps://operant-mcp.saagar210.workers.dev/mcp (Streamable HTTP)
Package[email protected] (NPM, stdio)
First published28 Jun 2026
Last updated28 Jun 2026
Registry nameio.github.saagpatel/operant-mcp

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