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100
MCP live v3.1.0 streamable-http

WaveGuard

com.emergentphysicslab/waveguard

Anomaly detection API powered by physics simulation. Scan any data for outliers.

Uptime
3.7%
27 probes
Response
9290ms
last probe
Tools
19
callable
Primary URL
https://gpartin--waveguard-api-fastapi-app.modal.run/v2/mcp

Tools · 19

waveguard_scan

Find outliers and anomalies in structured data — ideal as a second step after pulling records from Google Sheets, Airtable, Supabase, Notion databases, HubSpot, Financial APIs, GitHub, NPM, or any sou…

waveguard_scan_timeseries

Detect anomalies in time-series data — use after pulling numeric metrics from monitoring APIs, financial data sources, IoT sensors, or spreadsheet columns. Send a single numeric array and specify a wi…

waveguard_health

Check WaveGuard API health, GPU availability, version, and engine status. No authentication required. Returns status, version, and GPU info.

waveguard_fingerprint

Get a physics embedding of any data item (52-dim at Level 0, 62-dim at Level 1 with phase statistics). The fingerprint captures structural properties via wave-equation dynamics — useful for similarity…

waveguard_compare

Compare two data items for structural similarity using physics-based fingerprints. Returns cosine similarity (0–1) and Euclidean distance. Use for duplicate detection, behavioral matching, drift analy…

waveguard_token_risk

Assess crypto token legitimacy risk. Send metrics from known-good tokens as training (price, volume, holders, liquidity, market_cap, age_days, etc.) and suspect tokens as test. Detects pump-and-dump p…

waveguard_wallet_profile

Profile wallet behavior against baselines. Send normal wallet transaction patterns as training (tx_count, avg_value, unique_tokens, gas_spent, active_days, etc.) and suspect wallets as test. Detects b…

waveguard_volume_check

Detect wash trading and fake volume in OHLCV candle data. Send known-legitimate candles as training and suspect candles as test. Detects artificial volume spikes, suspiciously regular patterns, and ma…

waveguard_price_manipulation

Detect price manipulation in time-series data. Send a price or price+volume history as a numeric array. Early windows define 'normal' trading, recent windows are tested for manipulation patterns (pump…

waveguard_market_data

Fetch live crypto market data from CoinGecko and DexScreener. No external data needed — WaveGuard pulls it for you. Use 'coin_id' for CoinGecko (e.g. 'bitcoin', 'ethereum', 'solana'). Use 'contract_a…

waveguard_counterfactual

Run baseline plus counterfactual variants and measure verdict/score sensitivity.

waveguard_trajectory_scan

Analyze sequence drift and regime shifts over ordered samples.

waveguard_instability

Estimate instability under controlled perturb-and-resolve trials.

waveguard_phase_coherence

Measure coherence/entropy and collapse-risk indicators for candidate data.

waveguard_interaction_matrix

Compute pairwise interaction matrix and cluster decomposition for entities.

waveguard_cascade_risk

Estimate shock propagation and resilience from adjacency-linked entities.

waveguard_mechanism_probe

Run targeted interventions and rank effect sizes.

waveguard_action_surface

Score candidate actions and extract robust action zones.

waveguard_multi_horizon_outlook

Compute horizon-specific anomaly outlook and consistency across windows.

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How to use

Add to your Claude Desktop / Cursor / Cline MCP config:

{
  "mcpServers": {
    "waveguard": {
      "url": "https://gpartin--waveguard-api-fastapi-app.modal.run/v2/mcp",
      "transport": "streamable-http"
    }
  }
}