MCP For Claude Marketplace
Time-Series Seasonality Engine

Time-Series Seasonality Engine MCP Connector for Claude

A+

Compute exact Autocorrelation (ACF) to find seasonality lags in time-series data without hallucination.

1 tools Official Updated Jun 28, 2026 Official Vinkius Partner
More Details Connect to Claude

When analyzing sales data, website traffic, or temperatures, identifying the exact cyclic pattern (seasonality) is critical. Asking an LLM if data is 'seasonal' yields subjective guesses. This engine computes the Autocorrelation Function (ACF) deterministically local. By returning the exact correlation coefficients at various lags (e.g., lag 7 for weekly, lag 12 for monthly), your agent can mathematically prove the existence of cycles.

time-seriesautocorrelationseasonalitydata-scienceforecastingstatistical-analysis

1 tools expose this connector's capabilities to your AI agent.

calculate_acf_seasonality

Calculates the Autocorrelation Function (ACF) for a time-series to detect seasonality

See how to talk to your AI agent using Time-Series Seasonality Engine.

Here are daily store visitor counts for the last 60 days. Run the ACF up to lag 14 to see if there is a weekly seasonality peak at lag 7.

The computation has been executed with mathematical precision. All results are exact and ready for review.

Calculate the autocorrelation for these 48 months of revenue data. Tell me which lag has the highest correlation.

The computation has been executed with mathematical precision. All results are exact and ready for review.

Compute the ACF for these server error spikes. If all lags (1 to 10) are close to 0, confirm that the errors are completely random.

The computation has been executed with mathematical precision. All results are exact and ready for review.

Scores range from -1 to 1. A high score at Lag 7 (e.g., 0.85) means that today's value is highly correlated with the value from exactly 7 days ago (a strong weekly cycle).

Related Connectors

ZI

Zinrelo MCP

9 tools Official

Manage loyalty programs, reward points, and customer engagement via the Zinrelo API.

A+ View details →
PE

PeerTube (YouTube Alternative) MCP

10 tools Official

Interact with decentralized PeerTube instances — manage video feeds, download content, and handle user registration via AI.

F View details →
AA

Aliyun API Market / 阿里云云市场 MCP

9 tools Official

China's largest API marketplace — access thousands of 3rd-party OCR, SMS, and data services via AI.

A+ View details →
TV

Typesense Vector Search MCP

6 tools Official

Automate vector similarity searches via Typesense — index documents, manage collections, and execute semantic queries directly from your AI agent.

A+ View details →