AI agent finance infrastructure, mapped for developers.面向开发者的 AI Agent 金融基础设施指南。
Browse practical guides for MCP servers, financial data APIs, capability discovery, tool calling, and AI research agents built on QVeris.浏览 QVeris 的 MCP Server、金融数据 API、能力发现、工具调用和 AI 研究 Agent 实战指南。
Start With The Core Pillars
These pages explain the product architecture first, then branch into task pages, use cases, and competitor comparisons.
AI Finance Agent Guides
Build agents for research, earnings analysis, SEC filings, real-time market monitoring, and stock workflows.
AI Investment Research Agent
Design an agent that gathers market, company, news, and filing context.
Read guide Use CaseAI Market Monitoring Agent
Monitor prices, volume, macro releases, news, and sentiment signals.
Read guide Use CaseAI Earnings Analysis Agent
Extract earnings data, compare expectations, and generate reports.
Read guide Developer GuideSEC Filings Analysis Agent
Analyze 10-K, 10-Q, and 8-K filings with a programmable workflow.
Read guide Use CaseAI Stock Research Agent
Build a stock research workflow for public market analysis.
Read guide WorkflowBuild a Financial Research Agent
Replicate a research workflow with QVeris, Python, and LLM analysis.
Read guideAI Agent Use Case & Build GuidesAI Agent 场景与构建指南
New scenario pages for developer automation, document processing, market intelligence, web research, and product-facing AI agents.新增的场景页，覆盖开发者自动化、文档处理、市场情报、网页研究，以及面向产品场景的 AI Agent。
AI Agents for Developer Automation开发者自动化 AI Agent
Use agents to automate API lookup, documentation search, issue triage, and engineering workflows.用 Agent 自动化 API 查询、文档搜索、Issue 分类和工程工作流。
Read guide阅读指南 Use Case场景AI Agents for Document Processing文档处理 AI Agent
Plan document agents for OCR, PDF parsing, extraction, summarization, and structured workflows.规划 OCR、PDF 解析、信息提取、摘要和结构化流程中的文档 Agent。
Read guide阅读指南 Finance金融AI Agents for Financial Research金融研究 AI Agent
Build research workflows for market data, company context, filings, and structured financial analysis.构建市场数据、公司背景、监管文件和结构化金融分析工作流。
Read guide阅读指南 Research研究AI Agents for Market Intelligence市场情报 AI Agent
Use agents for competitor monitoring, product research, pricing checks, and market signal tracking.用 Agent 做竞品监控、产品研究、价格检查和市场信号追踪。
Read guide阅读指南 Research研究AI Agents for Web Research网页研究 AI Agent
Design agents that discover sources, verify public information, and assemble structured research briefs.设计能发现来源、验证公开信息并生成结构化研究简报的 Agent。
Read guide阅读指南 Business商业AI Business Intelligence Agent商业智能 AI Agent
Turn business questions into repeatable data lookup, analysis, and reporting workflows.把商业问题转成可复用的数据查询、分析和报告工作流。
Read guide阅读指南 Developer开发者AI Coding Agent External Tool LayerAI 编程 Agent 外部工具层
Give coding agents access to live APIs, external tools, and capability routing through QVeris.让编程 Agent 通过 QVeris 访问实时 API、外部工具和能力路由。
Read guide阅读指南 Document文档AI Document Analysis AgentAI 文档分析 Agent
Analyze documents with extraction, evidence review, comparison, and report generation workflows.用提取、证据审阅、对比和报告生成流程分析文档。
Read guide阅读指南 Commerce电商AI Ecommerce AgentAI 电商 Agent
Plan ecommerce agents for catalog research, product comparison, pricing, and customer-facing workflows.规划商品研究、产品对比、定价和面向客户流程中的电商 Agent。
Read guide阅读指南 Monitoring监控AI News Monitoring AgentAI 新闻监控 Agent
Track news, extract signals, summarize changes, and route alerts into AI agent workflows.追踪新闻、提取信号、总结变化，并把预警接入 AI Agent 工作流。
Read guide阅读指南 Build Guide构建指南Build a Developer Automation Agent in OpenCode在 OpenCode 中构建开发者自动化 Agent
Use QVeris capabilities inside OpenCode to support developer automation workflows.在 OpenCode 中使用 QVeris 能力支持开发者自动化流程。
Read guide阅读指南 Build Guide构建指南Build a Document Processing Agent in OpenClaw在 OpenClaw 中构建文档处理 Agent
Connect document workflows to agent tool access, extraction steps, and validation logic.把文档工作流连接到 Agent 工具访问、提取步骤和校验逻辑。
Read guide阅读指南 Build Guide构建指南Build a Market Intelligence Agent in Claude Code在 Claude Code 中构建市场情报 Agent
Build market intelligence workflows for competitors, products, pricing, and public signals.构建用于竞品、产品、价格和公开信号的市场情报工作流。
Read guide阅读指南 Build Guide构建指南Build a Stock Research Agent in Cursor在 Cursor 中构建股票研究 Agent
Use Cursor and QVeris to assemble stock screening, company research, and market analysis flows.用 Cursor 和 QVeris 组装股票筛选、公司研究和市场分析流程。
Read guide阅读指南 Build Guide构建指南Build a Web Research Agent in Claude Desktop在 Claude Desktop 中构建网页研究 Agent
Create source discovery, web research, and structured brief workflows for Claude Desktop.为 Claude Desktop 创建来源发现、网页研究和结构化简报流程。
Read guide阅读指南MCP And Tool Infrastructure
Learn the protocol layer behind agent tool access, discovery, gateways, clients, and registries.
What Is MCP?
A practical guide to Model Context Protocol for AI applications.
Read guide MCPMCP Server
What MCP servers do and how to evaluate production options.
Read guide MCPMCP Client
Compare MCP clients and understand the host/client/server split.
Read guide MCPMCP Tools
How tool discovery, schema injection, and tool calls work.
Read guide MCPMCP Gateway
Understand gateway tradeoffs and QVeris-style routing.
Read guide ComparisonMCP vs Function Calling
Compare protocol connections with model-level function calling.
Read guideFinancial Data And Alternatives
Compare APIs, market data platforms, and AI-agent-native alternatives.
Financial Data MCP Server
Route financial data through MCP-ready workflows.
Read guide FinanceMarket Data MCP Server
Use real-time and historical market data for AI agents.
Read guide APIFinancial News API for AI Agents
Compare news APIs and sentiment-ready workflows.
Read guide APIReal-Time Stock Price API
Find real-time stock data patterns for agent systems.
Read guide APICryptocurrency Price API
Route crypto data into AI agent workflows.
Read guide ComparisonBest Financial Data APIs
Evaluate provider coverage, cost, and integration patterns.
Read guideCompetitor And Alternative Pages
Use these pages for comparison-led traffic and competitor evaluation journeys.