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

Terminal

npm install -g veroq-mcp

Get your API key at veroq.ai/settings.

Quick Start

Once installed, two tools handle most use cases:

Code

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:

Code

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:

Code

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:

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:

server.ts

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

server.ts

// 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

server.ts

// 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

server.ts

// 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

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