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 →One endpoint, 10,000+ AI-Agent capabilities. Discover & Inspect are free — pay only for calls. Built for finance, ready for any agent stack.