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waveguard

MCP serverDev tools

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

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the waveguard scan tool from waveguard

Install waveguard

The server’s own address, for the clients that take one directly. Or connect ahel onceand every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user waveguard 'https://gpartin--waveguard-api-fastapi-app.modal.run/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://gpartin--waveguard-api-fastapi-app.modal.run/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=waveguard&config=eyJ1cmwiOiJodHRwczovL2dwYXJ0aW4tLXdhdmVndWFyZC1hcGktZmFzdGFwaS1hcHAubW9kYWwucnVuL21jcCJ9

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://gpartin--waveguard-api-fastapi-app.modal.run/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add waveguard --url 'https://gpartin--waveguard-api-fastapi-app.modal.run/mcp'

    Run it once, then sign in with codex mcp login waveguard if the server asks for an account.

Tools it offers (19)

What this server listed when ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.

  • waveguard_scan
  • waveguard_scan_timeseries
  • waveguard_health
  • waveguard_fingerprint
  • waveguard_compare
  • waveguard_token_risk
  • waveguard_wallet_profile
  • waveguard_volume_check
  • waveguard_price_manipulation
  • waveguard_market_data
  • waveguard_counterfactual
  • waveguard_trajectory_scan
  • waveguard_instability
  • waveguard_phase_coherence
  • waveguard_interaction_matrix
  • waveguard_cascade_risk
  • waveguard_mechanism_probe
  • waveguard_action_surface
  • waveguard_multi_horizon_outlook
Advanced
Delivery
waveguard MCP server → your ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-github-gpartin-waveguard
Source
github.com/gpartin/lfmanomalydetection
Hosted endpoint
https://gpartin--waveguard-api-fastapi-app.modal.run/mcp

github.com/gpartin/lfmanomalydetection

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