WaveGuard for LangChain
io.github.gpartin/waveguard
Anomaly detection API powered by physics simulation. Scan any data for outliers.
client:LangChain
transport:streamable-http
tools:19
Install WaveGuard in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"waveguard": {
"transport": "streamable_http",
"url": "https://gpartin--waveguard-api-fastapi-app.modal.run/mcp",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs
What LangChain can do once it is connected
- 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