Echo
Rank #66,298glama/Alexnikolaev1/echo
Analyzes numeric time series (raw values or a CSV column) with the Matrix Profile algorithm to surface explainable anomalies and recurring patterns, reporting each top discord or motif alongside the nearest-neighbor comparison that justifies it. Exposes this through MCP tools that validate inputs such as NaN/Inf values, empty CSVs, and invalid window sizes.
Echo is a Model Context Protocol (MCP) server published by Alexnikolaev1. It ranks #66,298 of 137,492 servers tracked on MCP Toplist. Echo is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 29, 2026.
Ranks ahead of 71,194 of 137,492 servers on MCP Toplist.
Use Echo
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FAlexnikolaev1%2Fecho)<a href="https://mcptoplist.com/server/glama%2FAlexnikolaev1%2Fecho"><img src="https://mcptoplist.com/badge/glama%2FAlexnikolaev1%2Fecho.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
Alexnikolaev1
Other servers by Alexnikolaev1
View all Alexnikolaev1 servers →Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains Echo?
- Echo is maintained by Alexnikolaev1, which publishes 3 MCP servers (0 total versions) tracked on MCP Toplist.
- Is Echo listed on the Official MCP Registry?
- Echo is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Echo have?
- Echo ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Echo?
- The source code for Echo is hosted at github.com/Alexnikolaev1/echo.
Do you run this server?
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