Provenancewhere it came from, and what was verified
Published to the official MCP registry by github.com/gpartin, which proved it owns this namespace.
🛡 Permissions & trustwhat this server can touch before you run it
About
Anomaly detection API powered by physics simulation. Scan any data for outliers.
Packages & transports
Computed from the server's own data, not a hidden formula. This measures how much you can depend on it, not how popular it is. Stars are shown separately, on purpose. How it's scored →
▸waveguard_scan100A
▸waveguard_scan_timeseries100A
▸waveguard_health93A
▸waveguard_fingerprint92A
▸waveguard_compare83B
▸waveguard_token_risk100A
▸waveguard_wallet_profile100A
▸waveguard_volume_check100A
▸waveguard_price_manipulation100A
▸waveguard_market_data100A
▸waveguard_counterfactual96A
▸waveguard_trajectory_scan100A
▸waveguard_instability100A
▸waveguard_phase_coherence100A
▸waveguard_interaction_matrix100A
▸waveguard_cascade_risk100A
▸waveguard_mechanism_probe86A
▸waveguard_action_surface90A
▸waveguard_multi_horizon_outlook100A
Structural, not an LLM's opinion: each check is a fact about the tool's schema, so it's reproducible. One weak tool drags the score (60% average, 40% worst). How it's scored →
Raise this grade
up to +35 on qualityOwn this server? Here's exactly what to change, biggest wins first. Every number below is a fixed point value, so you can see what each edit is worth before you make it.
Push to the repo or cut a release. Activity within the last 30 days earns the full 45.
With no reviews this sits at a neutral 11. Reviews reporting it works push it toward the full 20.
Add an SPDX license (like MIT or Apache-2.0) to the repo so it's detected.
- 2 of 3 params have no type: `data_a`, `data_b`. Add a JSON Schema type to each.
- Description is short (49 chars). Expand past 60 for full credit.
- 1 of 7 params have no type: `base_test`. Add a JSON Schema type to each.
- Description is short (56 chars). Expand past 60 for full credit.
- 1 of 3 params have no type: `data`. Add a JSON Schema type to each.
Already earned (3) ▾Already earned (3) ▴
These are structural checks, so the fixes are exact. See the full formula →
Add a badge to your README
[](https://socketcat.com/servers/io.github.gpartin/waveguard)Shows your live quality grade and links back here. It updates itself as the grade changes.
Reviews
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{
"mcpServers": {
"waveguard": {
"command": "npx",
"args": [
"-y",
"waveguard"
]
}
}
}▶ Try itlive against gpartin--waveguard-api-fastapi-app.modal.run
This server has a hosted endpoint, so we can connect and list its actual tools right here. Nothing runs on your machine.