Varrd
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.
Not Assessed
trustsnap_b4f5df0357459b5b.- OAuth or protected-resource evidence is not present
- Correct the registry entry so it points at the actual MCP endpoint, not the directory listing
- No segmented attention signals observed in the current window.
Dispute this assessment
If any published claim about this server -- its score, a risk flag, a capability classification, or its taxonomy -- is factually wrong, tell us what evidence shows and we will review it. This does not require claiming or verifying ownership of the server first.
Verify responds to disputes within 5 business days and resolves them within 15.
Dispute history
No disputes filed for this server.
Risks
Security posture
No security posture summary available yet.
Tool capability & risk inventory
No tool inventory available from the latest validation run.
Write-action governance
No write-action governance summary is available yet.
Recommended runtime policy
No tool surface has been observed yet -- this is not the same as a clean bill of health. Revalidate before treating this server as policy-cleared.
Action-controls diff
Need at least two validation runs before diffing action controls.
Critical alerts
Compatibility
Client readiness verdicts
No client readiness verdicts are available yet.
Client readiness gate details
No per-client remediation checklist is available yet.
Verdict traces
No verdict trace data is available yet.
Publishability policy profiles
No publishability policy profiles are available yet.
Compatibility fixtures
No compatibility fixtures are available yet.
Recommended for
No recommendation profile is available yet.
Evidence
Current trust snapshot
trustsnap_b4f5df0357459b5bCanonical machine links
Evidence confidence
Latest validation evidence
No validation run available yet.
Known versions
- No versions recorded.
Public server reputation
No public server reputation signals are available yet.
Benchmark tasks
No benchmark tasks are available yet.
Utility coverage
No utility-coverage summary is available yet.
Tool snapshot diff & changelog
Need at least two validation runs before building a tool changelog.
Validation diff
Need at least two validation runs before diffing changes.
Registry & provenance divergence
No provenance-divergence summary is available yet.
Active alerts
No active alerts for the current server state.
Aliases & registry graph
No aliases discovered for this server.
Alias consolidation
No alias consolidation details are available yet.
Fix it
Why this score?
No score decomposition available yet.
Algorithmic score breakdown
9 component(s) not assessed for this run: Abuse/Noise Resilience, Transport Compliance, Action Safety, Provenance Divergence, Destructive Operation Safety, Egress / SSRF Resilience, Execution / Sandbox Safety, Least Privilege Scope, Secret Handling Hygiene
Experimental candidate components
Actionable remediation
No remediation items. Current evidence does not show urgent client-facing fixes.
Point loss breakdown
No current score penalties are recorded.
Technical compatibility profiles
No compatibility profiles available.
Governance
MCP TrustOps
TrustOps turns this report into operational controls: validation targets and SLAs, authenticated validation, semantic benchmarks, policy exports, alert subscriptions, badges, cost/compliance metadata, and runtime routing. Fresh trusted index decisions stay separate from long-tail inventory so stale scores do not masquerade as current evidence.
/v1/decideAlert subscription types
MCP Runtime hosting
No hosted runtime profile is available yet.
Authenticated validation sessions
No authenticated validation detail is available yet.
Public validation is free. Authenticated validation is paid and proves scoped behavior, write-action safeguards, and authenticated tool execution.
Install snippets
No install snippets available.
Agent access & tool surface
tools/list, prompts/list, and resources/list checks.augiemazza/varrd.History
Validation history
Trend history appears after at least two validation runs. This avoids presenting a one-point validation as a trend.
Validation timeline
No validation timeline is available yet.
Recent validation runs
| Started | Status | Summary | Latency | Checks |
|---|---|---|---|---|
| No validation runs yet. | ||||
Incident & change feed
No incidents or changes recorded yet.
Technical details
Raw evidence view
Show raw JSON evidence
{
"checks": {
"action_safety_probe": {
"details": {
"reason": "empty_observation_set"
},
"status": "not_assessed"
}
}
}
Capabilities
- OAuth:
- DCR/CIMD:
- Prompts:
- Homepage: https://www.varrd.com/
- Docs: none
- Support: https://github.com/varrdinc/varrd
- Icon: https://api.smithery.ai/servers/augiemazza/varrd/icon
- Remote endpoint: none
- Directory listing: https://glama.ai/mcp/servers/saborln7xx
- Server card: none
Transport compliance drilldown
No transport compliance drilldown is available yet.
Request association
No request-association evidence is available yet.
Connector replay
No connector replay evidence is available yet.