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Easy Predict MCP Server

@WilliamsRizzi

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stdio

作者

WilliamsRizzi

投稿者

Williams Rizzi

Easy Predict MCP Server について

Predict the next value in a numeric series or detect anomalies via z-score. $0.01 USDC per call on Base via x402 micropayments. No API keys or accounts needed.

#prediction#anomaly-detection#time-series#x402#usdc#base#machine-learning#forecasting

Easy Predict MCP Server の設定

以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。

{
  "mcpServers": {
    "easy-predict": {
      "command": "uvx",
      "args": [
        "easy-predict-mcp"
      ],
      "env": {
        "WALLET_PRIVATE_KEY": "0xYOUR_KEY"
      }
    }
  }
}

Easy Predict MCP Server のツール

2

Predict the next value in a numeric time series. Calls easy-predict.com and pays $0.01 USDC on Base automatically via x402. Your private key signs the payment locally and is never sent to any server. Uses automatic model selection: linear, log1p-linear, last-delta, or mean. Args: series: List of 3–1000 numbers, ordered oldest to newest. context: What the series represents, e.g. "monthly revenue USD". Max 200 chars.

Detect anomalies in a numeric time series using z-score analysis. Calls easy-predict.com and pays $0.01 USDC on Base automatically via x402. Your private key signs the payment locally and is never sent to any server. Args: series: List of 3–1000 numbers to analyze. threshold: Z-score cutoff (default 2.0, range 0–10). Lower = more sensitive. context: What the series represents. Max 200 chars.

概要

What is Easy Predict?

Easy Predict is an MCP server that provides two AI agent tools from a single package: predict_timeseries for forecasting the next value in a numeric series using automatic model selection (linear, log1p, last-delta, mean) and detect_anomalies for finding outliers in a numeric series using z-score analysis. Each tool call costs $0.01 USDC on Base, paid automatically via x402 micropayments from a local wallet — no API keys, subscriptions, or accounts required.

How to use Easy Predict?

Add the server to your MCP client configuration with the command uvx and arguments ["easy-predict-mcp"], then set the environment variable WALLET_PRIVATE_KEY to your Base wallet’s private key. Your private key never leaves your machine; the server signs the payment on-device and sends only the signed header to the API. Once configured, call the predict_timeseries or detect_anomalies tools from your AI agent.

Key features of Easy Predict

  • Two tools: forecast with model selection and anomaly detection
  • Automatic model selection among linear, log1p, last-delta, and mean
  • Anomaly detection via z-score analysis
  • Pay‑per‑use at $0.01 USDC per call on Base
  • No API keys, subscriptions, or accounts needed
  • Private key stays on your local machine

Use cases of Easy Predict

  • Forecast the next value in a sales, traffic, or sensor time series
  • Detect outliers in data streams or logs
  • Add lightweight forecasting to autonomous agents without managing ML infrastructure

よくある質問

1

How much does each tool call cost?

Each call to either `predict_timeseries` or `detect_anomalies` costs $0.01 USDC, paid automatically from your Base wallet via x402 micropayments.

2

What do I need to set up a wallet and get USDC?

You need a Base wallet with a small amount of USDC. The server uses the private key you provide to sign payments locally; funds are deducted per call.

3

Does my private key ever leave my computer?

No. The MCP server runs locally via `uvx`, signs the payment on your device, and only sends the signed header to the API. Your private key never leaves your machine.

4

Do I need an API key or account?

No. There are no API keys, no subscriptions, and no accounts. Just configure your wallet private key and start using the tools.

5

What happens if my wallet runs out of USDC?

If the wallet has insufficient USDC, the payment will fail and the tool call will not execute. You must maintain a small balance to cover the per‑call cost.

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