Who it serves
Autonomous agents, trading bots, wallet systems, and human operators that want an independent risk check.
Sentien Labs product · Pre-trade token risk
VerdictSwarm gives agents a risk decision before the wallet signs.
VerdictSwarm is Sentien Labs' pre-trade token-risk system for AI agents, trading bots, and operators. It returns a machine-readable avoid, caution, or clear decision for supported Solana and Base checks before a wallet signs.
Last reviewed August 3, 2026.
What it returns
A decision and evidence for the current token-risk request—not a promise that a token will rise or remain safe.
Where it fits
Between trade discovery and wallet signing, or as an explicit research step before a person acts.
Choose your integration path
One decision, four ways to reach it
| Path | Best for | How it operates | Next step |
|---|---|---|---|
| Direct API | Custom agents and production systems that need full request and payment control. | Call the VerdictSwarm v2 API directly; x402 and account-based paths are documented by VerdictSwarm. | Read integration docs |
| MCP | Claude, Cursor, Codex, OpenClaw, and other hosts that already speak Model Context Protocol. | Install the open-source Python package or connect through a hosted MCP provider. | Explore the MCP server |
| OpenClaw skill | OpenClaw operators who want a native workflow plus explicit safety and failure-handling instructions. | Install the versioned skill from ClawHub and inspect the same release in public source. | Explore the skill catalog |
| Virtuals ACP | Virtuals agents that buy a defined service through the Agent Commerce Protocol. | Use the current VerdictSwarm ACP offering and its published deliverable contract. | View supported surfaces |
Boundaries
A risk check, not a prediction engine
VerdictSwarm analyzes available evidence and can abstain or surface uncertainty when coverage is incomplete. Conditions can change immediately after a check.
A clear decision is not an instruction to buy. A flagged decision is not an accusation of fraud. The system provides automated risk analysis, not financial advice.
Current API behavior, fields, supported capabilities, and prices live in the canonical VerdictSwarm documentation.
Questions
Common integration questions
Does clear mean buy?
No. Clear means the current check found no policy-level blocker strong enough to force caution or avoidance. It is not a price prediction, a return forecast, or a guarantee of safety.
Which chains does the current token-risk contract cover?
The current public token-risk decision contract covers Solana and Base. Individual capabilities can have narrower support, so integrations should read the current VerdictSwarm documentation before relying on a field.
Should I use MCP or the direct API?
Use MCP when your host already supports MCP and you want a small, reusable tool surface. Use the direct API when you need tighter runtime, authentication, payment, or response-control decisions.
Start with the integration guide
The product site owns the current request contract, pricing, support boundaries, and operational examples. Sentien Labs provides the portfolio context and the route into it.