veroq-mcp

Verified AI. One function call. Stop shipping hallucinations.

62 MCP tools. `shield()` any LLM output. Evidence chains on every claim. Finance as flagship vertical, with legal, research, compliance, and custom domains built in.

veroq.ai | API Reference | Pricing

Install

npm install -g veroq-mcp

Get your API key at veroq.ai/settings.

Quick Start

Once installed, two tools handle most use cases:

veroq_ask      "How is NVIDIA doing?"          → price, technicals, earnings, sentiment, news
veroq_verify   "Apple beat Q4 earnings by 20%"  → SUPPORTED (92%), 5 sources, evidence chain

For multi-agent workflows, use the Verified Swarm:

veroq_run_verified_swarm   { "query": "Analyze NVDA for a long position" }
→ 5 agents: planner → researcher → verifier → critic → synthesizer
→ Every step verified, escalation on high-stakes, full decision lineage

For domain-specific pipelines, use the Agent Runtime:

veroq_create_runtime   { "vertical": "finance", "query": "Analyze NVDA" }
veroq_create_runtime   { "vertical": "legal", "query": "GDPR data retention" }

Why VeroQ?

IDE Setup

Claude Desktop

Add to `~/Library/Application Support/Claude/claude_desktop_config.json`:

{
  "mcpServers": {
    "veroq": {
      "command": "veroq-mcp",
      "env": { "VEROQ_API_KEY": "your-api-key" }
    }
  }
}

Cursor

Settings > MCP Servers > Add Server: Name `veroq`, Command `veroq-mcp`, Env `VEROQ_API_KEY=your-api-key`.

Tools (62)

Hero Tools

High-Level Tools

Swarm & Runtime

Market Data (16 tools)

`veroq_ticker_price` (free), `veroq_full`, `veroq_candles`, `veroq_technicals`, `veroq_earnings`, `veroq_market_movers`, `veroq_market_summary`, `veroq_economy`, `veroq_forex`, `veroq_commodities`, `veroq_sectors`, `veroq_portfolio_feed`, `veroq_screener`, `veroq_screener_presets`, `veroq_alerts`, `veroq_ticker_score`

Crypto (4 tools)

`veroq_crypto`, `veroq_crypto_chart`, `veroq_defi`, `veroq_defi_protocol`

Search & Intelligence (15 tools)

`veroq_search`, `veroq_feed`, `veroq_brief`, `veroq_extract`, `veroq_entities`, `veroq_trending`, `veroq_compare`, `veroq_research`, `veroq_timeline`, `veroq_forecast`, `veroq_contradictions`, `veroq_events`, `veroq_diff`, `veroq_web_search`, `veroq_crawl`

Fundamentals (5 tools)

`veroq_insider`, `veroq_filings`, `veroq_analysts`, `veroq_congress`, `veroq_institutions`

Other (7 tools)

`veroq_ticker_news`, `veroq_ticker_analysis`, `veroq_search_suggest`, `veroq_social_sentiment`, `veroq_social_trending`, `veroq_ipo_calendar`, `veroq_run_agent`

Reports (2 tools)

`veroq_generate_report`, `veroq_get_report`

Programmatic Usage

VeroQ is also available as a TypeScript/Python library:

import { createRuntime, registerExternalMcpServer } from "veroq-mcp";

// Finance runtime with external market data
const runtime = createRuntime({
  vertical: "finance",
  enterpriseId: "acme-capital",
  costMode: "balanced",
  enableSelfImprovement: true,
  externalServers: [{
    serverId: "bloomberg",
    serverUrl: "https://api.bloomberg.com",
    auth: { type: "bearer", credential: process.env.BLOOMBERG_TOKEN },
    allowedTools: ["get_security", "get_analytics"],
    trustLevel: "read-only",
  }],
});

const result = await runtime.run("Analyze NVDA for a long position");
console.log(result.synthesis.summary);
console.log(result.budget);           // { spent: 12, remaining: 38 }
console.log(result.verificationSummary); // { avgConfidence: 82, flaggedSteps: 0 }

Verify Any LLM Output

// Extract and verify every claim in arbitrary LLM text
const verified = await client.verifyOutput("NVIDIA's Q4 revenue exceeded $22B and margins expanded to 75%");
console.log(verified.claims);           // each claim with verdict, confidence, correction
console.log(verified.overall_confidence);

Agent Memory

// Store context tied to an agent
await client.memoryStore({ agent_id: "my-bot", key: "nvda-thesis", value: "bullish on AI capex" });

// Recall relevant context for a query
const context = await client.memoryRecall({ agent_id: "my-bot", query: "NVDA outlook" });

// List all stored memories
const memories = await client.memoryList({ agent_id: "my-bot" });

Real-Time Verification Stream

// Persistent SSE — pushes ticker_status, signal_change, confidence_change, claim_update
const stream = client.watch({ tickers: ["NVDA", "AAPL"], agent_id: "my-bot" });
stream.on("signal_change", (event) => console.log(event));

Enterprise

Enterprise customers get:

• Permission engine — allow/deny/review rules with wildcard patterns
• Decision lineage — full rule evaluation trace for every tool call
• Escalation — high-stakes queries trigger human-in-the-loop review
• Audit trails — every decision logged with session tracking
• External MCP — securely proxy external APIs with trust levels and rate limits
• Feedback loop — self-improvement with web search fallback
• Observability — admin dashboard with verification stats, safety triggers, credit consumption

Contact enterprise@veroq.ai or visit veroq.ai/pricing.

Environment Variables

`POLARIS_API_KEY` and `POLARIS_BASE_URL` accepted for backward compatibility.

TradingAgents-Pro

TradingAgents-Pro is a demo showcasing what VeroQ can do — 15 agents running on the verified intelligence layer. VeroQ is the product. TradingAgents-Pro is the showcase.

License

MIT