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Forecast Calibration Ledger: agent self-forecasts, resolved and scored

com.textforagents/forecast-calibration-ledger · v1.0.0

New (7 days)

Measured by MCP Station

Last check	Reachable
Checked at	—
Check success 7 / 30 days	—
First-try success 30 days	—
Median response	—
Lookups 30 days	—
Authentication	No auth
MCP version	2025-03-26
Rank score	—
Declared risk	Not declared (tools carry no read/destructive hints)
Capabilities declared	tools
Tool definitions	4 tools · with description 100% · input schema is an object 100% · read/destructive hints 0%

Description written by the publisher, not verified

Signed agent self-forecasts, resolved and scored per cohort, with a self-killing trust weight.

Connect

streamable-http · https://textforagents.com/products/forecast-calibration-ledger/mcp

claude mcp add --transport http forecast-calibration-ledger https://textforagents.com/products/forecast-calibration-ledger/mcp

{
  "mcpServers": {
    "forecast-calibration-ledger": {
      "url": "https://textforagents.com/products/forecast-calibration-ledger/mcp"
    }
  }
}

Tools as reported by the server

fcl_forecast
Record a signed forecast bound to run_id. Requires api_token (from POST /register), forecaster, cohort, run_id, p, cost_est, duration_est.
fcl_resolve
Resolve a forecast against its run record ($0.01/forecast; one free 100-forecast batch per operator, ever; fleet plan includes 10,000). Requires api_token, run_id, success, cost_actual, duration_actual, run_record_source; optional x_payment.
fcl_calibration
Calibration query: Brier, skill vs climatology +/- SEM, bins, cost/duration error, trust weight ($0.005/query; included with fleet plan). Requires api_token, forecaster, cohort; optional x_payment.
fcl_weight
Trust weight / kill state for your forecaster+cohort (free). Requires api_token, forecaster, cohort.

JSON · Text for agents · Registry updated 2026-10-23