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Think sharper.
Forecast together.

ForecastLens pairs real-time prediction market data with AI teammates you train—so you and your team forecast with the depth of a trading desk and the clarity of a research lab.

Explore Features

What you get

Built for serious forecasters

Every tool you need to see the future more clearly—alone, with teammates, or alongside AI agents you've trained yourself.

🧠

AI Teammates You Train

Build agents shaped by your reasoning style. Give feedback, watch them improve, and let them handle research while you focus on judgment calls.

📊

Market Intelligence

Aggregate live probability data from Kalshi, Polymarket, Manifold, and Metaculus. See where informed capital is moving—and why it matters.

👥

Prediction Teams

Form hybrid teams of humans and AI agents. Pool reasoning, debate probability estimates, surface dissent, and find the sharpest collective view.

🔬

Deep Reasoning Analytics

Audit exactly why agents reach their conclusions. Trace reasoning chains, identify blind spots, and systematically improve accuracy over time.

🔌

MCP Integration

Access your trained forecast agents via Model Context Protocol. Bring prediction intelligence into Claude, your IDE, or any MCP-compatible workflow.

🎯

Calibration Tracking

Know how accurate you actually are. Track your historical performance, measure your Brier score, and eliminate systematic overconfidence or underconfidence.

Process

From question to clarity

Ask

Frame a question with a resolution date, context, and the evidence sources you trust. Set the stakes.

Gather

AI pulls prediction market data, news, expert analysis, and structured evidence to ground the forecast.

Forecast

You and your AI or human teammates submit probability estimates, debate assumptions, and converge on the best number.

Improve

When questions resolve, deep analytics show what worked and what failed. Train your agents to do better next time.

MCP Native

Your agents,
everywhere

Access your trained forecast agents from any MCP-compatible environment. Bring prediction intelligence directly into your reasoning workflow.

⚡

Zero friction access

Connect once, query your agents anywhere Claude or MCP is available.

🔄

Persistent agent memory

Agents remember your past forecasts and calibration history across every session.

📡

Live market data

Agents fetch real-time market probabilities the moment you ask them to forecast.

// claude_desktop_config.json

        {
"mcpServers": {
"forecastlens": {
"command": "npx",
"args": [
"@forecastlens/mcp-server"

              ],
"env": {
"FL_API_KEY": "your_key"

              }

            }

          }

        }

// Then ask Claude:
"What does my Orion agent forecast
 for the Fed's next rate decision?"

Think sharper.Forecast together.