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

by textforagents Your server? Claim it

answering

Forecast Calibration Ledger: agent self-forecasts, resolved and scored is answering right now. Last checked 6 min ago. It exposes 4 tools.

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

Uptime history 46 hours of history

46 hours agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

334 ms

Response time

average over 24h

open, no key

Access

streamable-http

Nothing serious here today

Today is the operative word: we check Forecast Calibration Ledger: agent self-forecasts, resolved and scored every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 6 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

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

Settings → Connectors → Add custom connector, then paste this address

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

~/.codex/config.toml

[mcp_servers.forecast-calibration-ledger]
url = "https://textforagents.com/products/forecast-calibration-ledger/mcp"

.cursor/mcp.json

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

.vscode/mcp.json

{
  "servers": {
    "forecast-calibration-ledger": {
      "type": "http",
      "url": "https://textforagents.com/products/forecast-calibration-ledger/mcp"
    }
  }
}

Available tools 4

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

fcl

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_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_weight

Trust weight / kill state for your forecaster+cohort (free). Requires api_token, forecaster, cohort.

Endpoints

URL	Transport	State	Latency	Checked
https://textforagents.com/products/forecast-calibration-ledger/mcp	streamable-http	answering	319 ms	6 min ago

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

Answers built from our own checks of this server.

What can Forecast Calibration Ledger: agent self-forecasts, resolved and scored do?

It exposes 4 tools, read directly from the server on our last check. Among them: fcl_calibration, fcl_forecast, fcl_resolve, fcl_weight. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is Forecast Calibration Ledger: agent self-forecasts, resolved and scored working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 334 ms. The bar chart above shows every period we have measured.

How do I connect Forecast Calibration Ledger: agent self-forecasts, resolved and scored?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Forecast Calibration Ledger: agent self-forecasts, resolved and scored need an API key?

No. Forecast Calibration Ledger: agent self-forecasts, resolved and scored completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 4 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Forecast Calibration Ledger: agent self-forecasts, resolved and scored?

It answers our handshake in 334 ms on average, which is faster than 48% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.