veroq-ai/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?

Capability	What you get
Verified outputs	Evidence chains, confidence breakdowns, source reliability scores on every response
Enterprise safety	Permission engine, decision lineage, human-in-the-loop escalation, full audit trails
Multi-agent workflows	Verified Swarm with 5-agent pipeline, budget control, parallel execution, caching
Multi-domain runtime	Finance (flagship), legal, research, compliance, custom verticals with domain-specific safety
External MCP integration	Securely proxy external APIs through VeroQ's permission engine, rate limiting, and audit
Self-improvement	Feedback loop flags low-confidence outputs, web search fallback fills data gaps
Cost control	3 cost modes (cheap/balanced/premium), per-step budgets, credit transparency
Observability	Per-tool metrics, cache hit rates, escalation rates, feedback volume

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

Tool	What it does	Cost
veroq_ask	Ask any financial question — routes to 41 intents automatically	1-5cr
veroq_verify	Fact-check any claim with evidence chain + confidence breakdown	3cr

High-Level Tools

Tool	What it does	Cost
veroq_analyze_ticker	Complete ticker analysis (price, technicals, earnings, sentiment, news)	3cr
veroq_verify_market_claim	Fact-check financial claims with evidence and source reliability	3cr
veroq_generate_trading_signal	NLP screener + composite trade signal	5cr
veroq_comprehensive_intelligence	Market briefing (indices, movers, trending, yields)	3cr
veroq_compare_tickers	Side-by-side comparison with correlation matrix	3cr
veroq_tool_search	Context-aware tool discovery with filtering	free

Swarm & Runtime

Tool	What it does	Cost
veroq_run_verified_swarm	Multi-agent pipeline with verification at every step	15-25cr
veroq_create_runtime	Domain-specific runtime (finance, legal, research, compliance)	10-25cr
veroq_process_feedback	Submit or query the self-improvement feedback loop	free
veroq_call_external_tool	Securely call registered external MCP servers	1-5cr

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 [email protected] or visit veroq.ai/pricing.

Environment Variables

Variable	Required	Description
VEROQ_API_KEY	Yes	Your VEROQ API key
VEROQ_BASE_URL	No	API base URL (default: https://api.veroq.ai)

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