SERVER

WaveGuard

Rank #38,859

smithery/emergentphysicslab/waveguard

Detect anomalies in any data type using advanced wave physics simulation without the need for a separate training phase. Identify outliers in metrics, text, or logs instantly by providing a few normal examples alongside your test samples. Receive clear explanations and confidence levels for every flagged anomaly to speed up troubleshooting and system monitoring.

2 release tags
4 GitHub stars
by gpartin (3 servers)View repository ↗
First listed
Feb 21, 2026
Last publish date
Feb 26, 2026
PURPOSE

What you can do with WaveGuard

WaveGuard is a Model Context Protocol (MCP) server published by gpartin. It ranks #38,859 of 171,126 active servers on MCP Toplist, and its repository has 4 GitHub stars. WaveGuard is listed across 3 registries — Glama, mcp.so and Smithery, with 2 release tags tracked from its GitHub repository. It was first listed on Feb 21, 2026 and most recently updated on Feb 26, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What WaveGuard can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using WaveGuard

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Nov 7, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

Hosted endpoint declared as requiring authentication.

INSTALLATION AND FIRST TASK

Connect WaveGuard and confirm it works

Remote · HTTP
claude mcp add --transport http waveguard https://server.smithery.ai/emergentphysicslab/waveguard/mcp

This endpoint requires authentication — see the server’s docs for credentials.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by gpartin
View all gpartin servers →

No task-specific alternatives are catalogued for WaveGuardyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Feb 21, 2026
Latest release tag
Feb 26, 2026
Version history
2 release tags tracked (below)
Requirements evidence
Declared by Glama, last synced Nov 7, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Nov 7, 2026
Registry sightings

Do you maintain WaveGuard? to correct or enrich this profile.

VERSIONS

GitHub releases (2)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

v2.1.0 · Feb 25, 2026v3.0.0 · Feb 26, 2026Feb 25, 2026Feb 26, 2026
VersionPublished
v3.0.0Feb 26, 2026
v2.1.0Feb 25, 2026
STANDING
#38,859of 171,126 active serversTop 25%

Ranks ahead of 132,267 of 171,126 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 25% of 171,126
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/smithery%2Femergentphysicslab%2Fwaveguard.svg)](https://mcptoplist.com/server/smithery%2Femergentphysicslab%2Fwaveguard)
HTML
<a href="https://mcptoplist.com/server/smithery%2Femergentphysicslab%2Fwaveguard"><img src="https://mcptoplist.com/badge/smithery%2Femergentphysicslab%2Fwaveguard.svg" alt="MCP Toplist: Top 25% of 171,126" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains WaveGuard?
WaveGuard is maintained by gpartin, which publishes 3 MCP servers (10 total versions) tracked on MCP Toplist.
Is WaveGuard listed on the Official MCP Registry?
WaveGuard is not on the Official MCP Registry. It is listed on Glama, mcp.so and Smithery.
How many versions does WaveGuard have?
No registry surfaces explicit version metadata for WaveGuard; MCP Toplist tracks 2 release tags from its GitHub repository, most recently published on Feb 26, 2026.
Where can I find the source code for WaveGuard?
The source code for WaveGuard is hosted at github.com/gpartin/WaveGuardClient.
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