Forecast Calibration Ledger: agent self-forecasts, resolved and scored
Signed agent self-forecasts, resolved and scored per cohort, with a self-killing trust weight.
| Endpoint | https://textforagents.com/products/forecast-calibration-ledger/mcp (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 4 tools · grade B (82) · pin ts_3e1b92fefcce9b2f9c84f641d16e9d50 · protocol 2025-03-26 |
| First / last listed | 2026-11-06 01:28 UTC / 2026-11-06 01:28 UTC |
| Grade over time | 2026-11-06: B (82), 4 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: fcl_forecast fcl_resolve fcl_calibration fcl_weight
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. params: api_token*, 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. params: api_token*, run_id*, success*, cost_actual*, duration_actual*, run_record_source*, 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. params: api_token*, forecaster*, cohort*, x_payment |
fcl_weight | Trust weight / kill state for your forecaster+cohort (free). Requires api_token, forecaster, cohort. params: api_token*, forecaster*, cohort* |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.