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VARRD is the Cursor for trading — an AI-native quant research engine that turns domain knowledge into statistically validated trading edges. Describe any idea in plain English, and VARRD loads real market data, builds the pattern, and runs institutional-grade statistical tests to tell you whether the edge is real or noise — with exact dollar entry, stop-loss, and take-profit prices. Most AI trading tools skip the hard part. They’ll run a backtest and tell you what you want to hear. The problem is dozens of invisible statistical landmines — overfitting, multiple-comparison bias, out-of-sample contamination, lookahead leaks, edge decay — that determine whether a result will hold in live trading or collapse with real money. VARRD enforces these corrections at the infrastructure level. The AI cannot skip them. VARRD isn’t just a testing engine. Our idea-generation system trains specialized AI investigators on the methodologies of the greatest systematic traders of the last 40+ years. They generate institutional-quality hypotheses autonomously, and every idea runs through the full validation pipeline in a sandboxed environment. Wake up to new validated edges in your library. Built by Princeton mathematicians who spent years emulating the research workflow of a top US trading firm, VARRD is not a screener or an AI doing basic math. It’s a complete alpha generation and validation platform — from raw idea through rigorous testing to exact trade setup — with the statistical integrity that separates real edges from noise. 15,000+ instruments across futures, equities, crypto, FX, and fixed income. Available as a web app, MCP server for AI agents, and CLI. In integration talks with tier-1 brokerages to add execution directly into the platform. ~$0.30 per session, with free credits on signup.
Review before connecting
The server requires authorization, so only its authentication surface was graded. Review that posture — and the tools it exposes once authenticated — before connecting.
Scanned 10 days ago Due for re-check
A server can change after it's graded. Re-run the automated scan to refresh this report.
This grade is deterministic and reproducible: the same server surface always yields the same grade under a given algorithm version. It is a real automated assessment computed by the MCPGrade engine from what the probe actually observed — not a fabricated or opinion score. It is not a manual human pentest, so it can miss context-specific risks.
Every signal below was measured directly by the automated probe. The grade is derived only from evidence like this — nothing is assumed.
The Varrd MCP server requires authorization, so its tools were not enumerated during the automated scan. Its published description reads: "VARRD is the Cursor for trading — an AI-native quant research engine that turns domain knowledge into statistically validated trading edges". It communicates over Streamable HTTP, and requires authorization before its tools can be called. MCPGrade currently rates Varrd N — the server requires authorization, so only its authentication surface was graded and the tool surface could not be assessed without a valid token. Its most notable findings include "Open dynamic client registration" and "PKCE S256 enforced". This report is a deterministic, reproducible automated assessment: the same observed surface always yields the same grade under a given algorithm version, and it is refreshed as new scans arrive and free to read — but it is not a substitute for a manual human security review. Always re-check Varrd's advertised tools, transport security, and authorization posture before connecting an autonomous agent or sharing sensitive context with it.
Add Varrd to an MCP client using the endpoint below. Review the grade and findings above before granting an autonomous agent access.
MCP endpoint
https://server.smithery.ai/augiemazza/varrd/mcpStreamable HTTP transport. It requires authorization before its tools can be called. This is the MCP endpoint, not a website — paste it into your MCP client server list rather than a browser.
Captured passively during the read-only scan. Click any value to find servers that match it.
Sorted worst-first. Each finding shows its severity, what it means, its OWASP MCP Top-10 mapping, and a recommended fix — the check id links to the exact methodology row that produced it.
Unauthenticated DCR lets anyone register a client — an abuse and confused-deputy surface.
RecommendationPrefer CIMD; if DCR is offered, gate or rate-limit it.
The authorization server enforces PKCE with S256.
Supports CIMD — verifiable client identity without open DCR.
Zoom integration for meetings, chat, docs, recordings, and AI-generated collaboration content.
Zoom integration for meetings, chat, docs, recordings, and AI-generated collaboration content.
Zoom integration for meetings, chat, docs, recordings, and AI-generated collaboration content.
Creates, updates, assigns, and synchronizes Zoom task workflows for AI agents.
Provides meeting search, recordings, transcripts, summaries, and meeting assets for Zoom Meetings.