Anomaly Detection

Elasticsearch Anomaly Detection API

Elasticsearch Machine Learning APIs provide a comprehensive suite of anomaly detection capabilities for time series data stored in Elasticsearch indices. Supports creating and managing anomaly detection jobs and datafeeds, accessing bucket, record, category, and influencer results, model snapshots, calendars, scheduled events, and forecasting. Part of the Elastic Stack ML feature set available in subscriptions.

GitHub

Documentation

📖
Documentation
https://www.elastic.co/guide/en/elasticsearch/reference/current/ml-apis.html
📖
APIReference
https://www.elastic.co/guide/en/elasticsearch/reference/current/ml-ad-apis.html
📖
GettingStarted
https://www.elastic.co/guide/en/machine-learning/current/ml-ad-overview.html

Other Resources

🔗
GitHubOrganization
https://github.com/elastic

Work with this as data

Every API here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for apis

7 MCP tools reach this
  • find_apisBrowse and filter every API in the catalog.
  • get_api_artifactsOne API's artifacts, grouped by type.
  • get_openapiThe primary OpenAPI for this API.
  • find_similar_apisAPIs that look like this one.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This API 
curl "https://apis.io/api/v1/apis/elasticsearch-anomaly-detection-api"
All apis 
curl "https://apis.io/api/v1/apis?limit=25"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.

API entry from apis.yml

apis.yml Raw ↑ 
name: Elasticsearch Anomaly Detection API
description: Elasticsearch Machine Learning APIs provide a comprehensive suite of anomaly detection capabilities
  for time series data stored in Elasticsearch indices. Supports creating and managing anomaly detection
  jobs and datafeeds, accessing bucket, record, category, and influencer results, model snapshots, calendars,
  scheduled events, and forecasting. Part of the Elastic Stack ML feature set available in subscriptions.
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
humanURL: https://www.elastic.co/guide/en/elasticsearch/reference/current/ml-apis.html
baseURL: https://your-elasticsearch-host:9200
tags:
- Anomaly Detection
- Elasticsearch
- Machine-Learning
- Monitoring
- Time Series
tags_raw:
- Anomaly Detection
- Elasticsearch
- Machine Learning
- Monitoring
- Time Series
properties:
- type: Documentation
  url: https://www.elastic.co/guide/en/elasticsearch/reference/current/ml-apis.html
- type: APIReference
  url: https://www.elastic.co/guide/en/elasticsearch/reference/current/ml-ad-apis.html
- type: GettingStarted
  url: https://www.elastic.co/guide/en/machine-learning/current/ml-ad-overview.html
- type: GitHubOrganization
  url: https://github.com/elastic
contact:
- FN: Elastic Support
  url: https://www.elastic.co/support