waveguard

Tools

19 tools: 19 read-only, 0 change data, 0 high risk (delete, pay, send or run code).

read-only

Only reads or looks things up. Safe for an agent to call on its own.

changes data

Creates, edits or sends something. Worth a person's approval the first time.

high risk

Can delete, pay, send on your behalf or run code. Hard or impossible to undo.

Connecting costs an agent about 5,463 tokens of tool definitions and a 7,654 ms handshake.

• read-onlywaveguard_scanFind 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 source that returns rows of JSON. Fully stateless: send known-good rows as training and suspect rows...
• read-onlywaveguard_scan_timeseriesDetect 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 window size. Early windows define 'normal', recent windows are tested for anomalies. Typical workfl...
• read-onlywaveguard_healthCheck WaveGuard API health, GPU availability, version, and engine status. No authentication required. Returns status, version, and GPU info.
• read-onlywaveguard_fingerprintGet 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 search, clustering, baseline comparison, and drift detection. Works on JSON objects, token metri...
• read-onlywaveguard_compareCompare 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 analysis, or checking if two tokens/wallets/contracts are structurally similar. Cosine similarity > 0....
• read-onlywaveguard_token_riskAssess 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 patterns, fake metrics, and anomalous token profiles. Example: Pull CoinGecko data for 20 establis...
• read-onlywaveguard_wallet_profileProfile 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 bot activity, wash trading wallets, and sybil patterns. Example: Profile 50 organic wallets → test...
• read-onlywaveguard_volume_checkDetect 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 manipulated price-volume relationships. Example: Send 100 candles from a liquid pair as baseline, t...
• read-onlywaveguard_price_manipulationDetect 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-and-dump, spoofing, layering). Example: Send 90 days of closing prices → detect manipulated wind...
• read-onlywaveguard_market_dataFetch 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_address' for DexScreener (any chain). Use 'search' to find token IDs by name/symbol. Returns: price...
• read-onlywaveguard_counterfactualRun baseline plus counterfactual variants and measure verdict/score sensitivity.
• read-onlywaveguard_trajectory_scanAnalyze sequence drift and regime shifts over ordered samples.
• read-onlywaveguard_instabilityEstimate instability under controlled perturb-and-resolve trials.
• read-onlywaveguard_phase_coherenceMeasure coherence/entropy and collapse-risk indicators for candidate data.
• read-onlywaveguard_interaction_matrixCompute pairwise interaction matrix and cluster decomposition for entities.
• read-onlywaveguard_cascade_riskEstimate shock propagation and resilience from adjacency-linked entities.
• read-onlywaveguard_mechanism_probeRun targeted interventions and rank effect sizes.
• read-onlywaveguard_action_surfaceScore candidate actions and extract robust action zones.
• read-onlywaveguard_multi_horizon_outlookCompute horizon-specific anomaly outlook and consistency across windows.

Levels are automated estimates from each tool's public name, description and annotations, and can be wrong. Descriptions as the server publishes them.

Status

Newest check: answered with tools, from the daily check, 2026-10-03, 7,654 ms.

From one check a day over the last 2 days. Servers whose owner verified them are checked every 5 minutes. Sign-in and payment answers count as up.

Last 30 days

2026-09-042026-10-03

answered with toolssign-in or payment askednot answeringnot checked

Compare: the most reliable servers in Developer tools and code, ranked by days answering.

Badge

Live: status, days reachable, the tokens its tool list costs an agent. For a README:

[![7Maps](https://7it.co.il/7maps/badge/gpartin--waveguard-api-fastapi-app.modal.run/mcp.svg)](https://7it.co.il/7maps/s/gpartin--waveguard-api-fastapi-app.modal.run/mcp)

Other styles: add ?style=uptime (30-day uptime), ?style=stars (agents’ rating) or ?style=verified (owner mark) to the image address, or ?style=top (shows "top 10%" when the server ranks in the top tenth of its category by days answering; otherwise the standard badge).

Own this server? Verify that it is yours.

Status widget

A live status card for a status page, docs or a dashboard: current status, the 30-day strip, uptime and handshake time.

Script (renders where it is placed, in its own shadow DOM):

<script src="https://7it.co.il/7maps/widget/gpartin--waveguard-api-fastapi-app.modal.run/mcp.js" async></script>

Or an iframe:

<iframe src="https://7it.co.il/7maps/widget/gpartin--waveguard-api-fastapi-app.modal.run/mcp" title="7Maps status" width="360" height="176" style="border:0;max-width:100%" loading="lazy"></iframe>

Add ?theme=light or ?theme=dark to either address (default: follows the visitor's setting). Refreshed every 5 minutes. Open the card · script.

For AI agents

Before connecting, an agent can ask 7Maps for this server's full condition, every tool's risk level and what changed since a person approved it: the road_conditions, watch and route tools on https://7it.co.il/7maps/mcp, paid per call in USDC via x402. About 7Maps.