QVeris is a unified gateway that gives AI agents access to 10,000+ finance capabilities through one endpoint. Covers stocks, options, crypto, macro data, and KYC. Free Discover & Inspect — pay only for calls your agents make.
Try QVeris Free →An agent checks portfolio values across 50+ stocks and 20 crypto assets every 5 minutes. QVeris routes to Polygon for stocks and CoinGecko for crypto — both through one endpoint.
An agent combines real-time options chains, crypto prices, and KYC verification in a single workflow. Without QVeris, this requires 3 separate API integrations with different auth and rate limits.
An agent fetches financial news with sentiment scoring, cross-references stock prices, and generates daily briefs. QVeris normalizes response formats so the agent parses once.
qveris discover "stocks" --json returns available providers and their current status. Automatic fallback: if one provider hits rate limits, QVeris routes to another transparently.
138 finance-specific capabilities across 7 major categories — all accessible through one unified interface
Compare Portkey, Helicone, OpenRouter, Eden AI, Vellum, and self-host options — the 5 best LLM gateway alternatives for AI routing and cost tracking in 2026.
Learn more → ListCurated MCP server list covering 10,000+ financial capabilities — stocks, options, crypto, macro data, and KYC. Browse the best MCP servers for AI agents.
Learn more → ComparisonPolygon.io pricing starts at $99/mo. QVeris offers free Discover & Inspect plus pay-per-call across 10,000+ capabilities — compare AI-Agent API costs side-by-side.
Learn more → ComparisonCompare every free stock API in 2026: Alpha Vantage, Finnhub, Marketstack, Alpaca, Twelve Data, FMP, Polygon, and Databento — real tier limits and upgrade paths.
Learn more → ComparisonAlpha Vantage pricing starts at $49.99/mo (free tier: 5 req/min, 25/day). Compare all 6 paid plans against QVeris pay-per-call across 10,000+ AI-Agent capabilities.
Learn more → GuideCompare function calling across OpenAI, Anthropic & Google. API schemas, code examples, reliability benchmarks & how MCP standardizes the pattern.
Learn more → ListAn MCP server exposes tools and data to AI agents via Model Context Protocol. Compare 8 popular servers — GitHub, Figma, Linear, Notion & more.
Learn more → GuideMCP tools are the model-controlled protocol primitive. Learn how tools/list discovery works, why 50+ tools cost 10,000+ tokens, and how to fix it.
Learn more → ListAn MCP client connects AI hosts like Claude Desktop or Cursor to tools via MCP. Compare 9 production clients with detailed feature matrix.
Learn more → GuideA developer guide to MCP integration — connect Claude, Cursor, and AI agents to your tools through Model Context Protocol with step-by-step setup.
Learn more → GuideThe official MCP Registry hosts nearly 2,000 servers in 2026. Learn how to discover, publish, and use sub-registries like QVeris for AI agents.
Learn more → GuideAI agent orchestration coordinates multiple agents to complete complex tasks. Learn how orchestration frameworks work and which to choose for production.
Learn more → ComparisonCompare 7 cryptocurrency price APIs — CoinGecko, CoinMarketCap, Coinpaprika & more. Plus how AI agents access crypto data through unified routing.
Learn more → ComparisonCompare 6 best stock market APIs — Polygon, Alpha Vantage, Finnhub & more. Plus how AI agents access them through one unified capability routing layer.
Learn more → ComparisonCompare 6 financial news APIs — Benzinga, Marketaux, Finnhub & more. Plus how AI agents access sentiment-scored news through one unified layer.
Learn more → ComparisonTop financial data APIs compared with benchmarks, code samples, and 2026 pricing. Covers real-time data, fundamentals, and AI agent readiness across 7 providers.
Learn more → ComparisonCompare Composio and QVeris head-to-head in 2026. Pricing, integrations, latency, and developer experience — find the right AI agent tool platform for your stack.
Learn more → ComparisonToolhouse vs QVeris for AI agent tool calling in 2026. Compare capability discovery, financial data depth, pricing models, and developer experience side-by-side.
Learn more → GuideAn MCP gateway routes requests between AI agents and multiple MCP backends. Learn the architecture, top gateways, and how capability routing simplifies multi-server management.
Learn more → GuideComplete guide to setting up MCP servers for Claude Code in 2026. Covers claude mcp add, transport types, config scope, troubleshooting, and the best MCP servers.
Learn more → GuideArchitecture overview of the QVeris AI-agent capability routing platform. Covers MCP protocol support, CLI tools, SDKs, enterprise deployment, and the capability routing network that powers unified access to 10,000+ finance capabilities.
Learn more → GuideCapability Routing Network connects AI agents to the optimal data provider at runtime. Learn how provider selection, automatic fallback, and response normalization work through a single unified endpoint.
Learn more → ListExplore 138 finance-specific capabilities across stocks, options, crypto, forex, macro data, and KYC — all accessible through one unified MCP, CLI, or REST API endpoint with free Discover & Inspect.
Learn more → GuideStep-by-step MCP server integration guide for QVeris. Connect Claude, Cursor, and any MCP-compatible AI host to 10,000+ capabilities through intelligent capability routing with automatic provider fallback.
Learn more → ComparisonQVeris pricing: free Discover & Inspect tier plus pay-per-call from $0.001. No monthly minimums, no hidden fees — compare plans from free to enterprise and choose the right fit for your AI agents.
Learn more → GuideModel Context Protocol (MCP) is the standard for AI agent tool connectivity. Learn the protocol architecture, how MCP servers expose tools, and how agents discover capabilities.
Learn more → ComparisonMCP vs Function Calling head-to-head: protocol vs API pattern. Compare token costs, discovery, multi-provider support, and which fits your AI agent architecture.
Learn more → GuideComplete guide to managed MCP server deployment. Compare hosting options, setup authentication, and connect AI agents to tools without managing infrastructure.
Learn more → ListBest market data MCP servers for AI agents in 2026. Real-time and historical market data accessible through Model Context Protocol with comparison and setup guides.
Learn more → ListTop financial data MCP servers compared. Connect AI agents to stock prices, fundamentals, and economic indicators through standardized MCP tool interfaces.
Learn more → ComparisonCompare QVeris, Pipedream, Smithery, n8n, Zapier MCP, and LangChain — find the right Composio alternative for AI agent infrastructure with detailed feature comparison.
Learn more → ComparisonBest Toolhouse alternatives for AI agent tool calling in 2026. Compare platforms for capability discovery, pricing, and financial data depth side-by-side.
Learn more → ComparisonOpenBB vs QVeris detailed comparison for financial AI agents. Compare data coverage, API design, pricing, and integration patterns for automated investment research.
Learn more → ComparisonZapier MCP vs QVeris comparison for AI agent tool connectivity. Compare 7,000+ app ecosystem vs 10,000+ capability routing with pricing and integration analysis.
Learn more → ComparisonBest Zapier MCP alternatives for AI agent automation. Compare no-code and developer-focused platforms for connecting AI agents to business tools and workflows.
Learn more → ComparisonPipedream MCP alternatives compared for AI agent API orchestration. Find platforms that combine workflow automation with agent-native tool calling capabilities.
Learn more → ComparisonAlpha Vantage MCP alternatives for AI agents. Compare financial data APIs with MCP-native integration, provider abstraction, and pay-per-call pricing models.
Learn more → ComparisonBest Nango alternatives for API integration in 2026. Compare platforms for managed authentication, SaaS connectivity, and AI agent tool integration with detailed feature matrix.
Learn more → ComparisonTop Fiscal.ai alternatives for financial research agents. Compare AI-powered financial analysis platforms with data coverage, pricing, and integration capabilities.
Learn more → GuideBuild an AI agent for automated earnings analysis. Step-by-step guide covering SEC filing ingestion, financial data normalization, and NLP-driven insight generation.
Learn more → GuideComplete guide to building an AI investment research agent. Covers data sources, capability routing, portfolio analysis workflows, and production deployment patterns.
Learn more → GuideBuild an AI stock research agent with real-time market data. Step-by-step setup covering stock screening, technical analysis, and automated report generation.
Learn more → GuideBuild an AI agent for real-time market monitoring. Track price movements, news events, and volatility signals with automated alerting and dashboard integration.
Learn more → GuideStep-by-step tutorial for building an investment research AI agent using QVeris. Covers capability discovery, data pipeline setup, and model integration patterns.
Learn more → GuideComplete tutorial for building an SEC filings analysis agent. Extract insights from 10-K, 10-Q, and 8-K documents using AI with automated data structuring.
Learn more → GuideHow AI agents discover tools and capabilities at runtime. Learn the Discover → Inspect → Call protocol for dynamic provider selection and zero-config tool access.
Learn more → GuideComprehensive guide to investment research AI agents. Architecture patterns, data integration strategies, and production deployment for automated financial analysis.
Learn more → GuideHow AI agent tool calling platforms work. Compare discovery, schema inspection, and governed execution across leading platforms with architecture deep-dive.
Learn more → GuideCalculate and compare API costs for AI agent infrastructure. Interactive cost modeling across providers with side-by-side pricing analysis for production deployments.
Learn more → GuideOne integration layer for every AI tool. Learn how unified APIs abstract provider complexity, normalize responses, and enable agent-to-tool communication at scale.
Learn more →One endpoint, 10,000+ AI-Agent capabilities. Discover & Inspect are free — pay only for calls. Built for finance, ready for any agent stack.