Easy Predict
About
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.
Details
- Author
- WilliamsRizzi
- Downloads
- 252
- Categories
- Other, AI
Jump to
- 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
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Easy PredictCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
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.
predict_timeseries
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
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.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"easy predict": {
"easy-predict": {
"command": "uvx",
"args": [
"easy-predict-mcp"
],
"env": {
"WALLET_PRIVATE_KEY": "0xYOUR_KEY"
}
}
}
}
}McpServers
{
"easy-predict": {
"command": "uvx",
"args": [
"easy-predict-mcp"
],
"env": {
"WALLET_PRIVATE_KEY": "0xYOUR_KEY"
}
}
}easy-predict is an MCP server that gives your AI agent two tools:
predict_timeseries — forecast the next value in any numeric series using automatic model selection (linear, log1p, last-delta, mean)
detect_anomalies — find outliers in a numeric series using z-score analysis
Each tool call costs $0.01 USDC on Base, paid automatically from your local wallet via x402 micropayments. There are no API keys, no subscriptions, and no accounts — just send data, pay per use.
Your private key never leaves your machine. The MCP server runs locally via uvx, signs the payment on-device, and only sends the signed header to the API.
Setup:
{
"mcpServers": {
"easy-predict": {
"command": "uvx",
"args": ["easy-predict-mcp"],
"env": {
"WALLET_PRIVATE_KEY": "0xYOUR_KEY"
}
}
}
}
You need a Base wallet with a small amount of USDC (each call costs $0.01).
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