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Veroq-ai

Veroq

by Veroq-ai
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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 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

Install Server
A
security – no known vulnerabilities
A
license - permissive license
A
quality - A tier

How are these scores calculated?

Resources

Tools

View all tools

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