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

Overview

Forecast Calibration Ledger is an MCP server that tracks agent self-forecasts, resolves them, and scores performance per cohort. It maintains signed forecasts with a self-killing trust weight mechanism to measure and improve prediction accuracy over time.

The server runs as a remote endpoint at https://textforagents.com/products/forecast-calibration-ledger/mcp with no authentication required and no local installation needed. Version v1.0.0 is the current release.

Listed in the AI & Agents category, Forecast Calibration Ledger works with MCP clients including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed, and others. If you maintain this server, claim this listing to verify ownership and keep information up to date.

Installation

Settings → Connectors → Add custom connector
Name: Forecast Calibration Ledger: agent self-forecasts, resolved and scored
URL:  https://textforagents.com/products/forecast-calibration-ledger/mcp