FINANCE CAPABILITY ROUTING金融能力路由
AI Finance Tools, Routed by QVerisQVeris 路由的AI 金融工具
Discover, inspect, and call verified finance capabilities through one governed layer built for production agent workflows.通过一个面向生产级 Agent 工作流的受治理层，发现、检查并调用经过验证的金融能力。
Why QVeris for finance AI agents
QVeris is not a single finance API, a generic marketplace, or a static directory. It is an agent-native capability routing layer purpose-built for how AI agents discover and use financial data.
Agent-native discovery
Agents describe what finance data they need in natural language. QVeris returns ranked, verified matches — no pre-coded endpoints, no hardcoded provider logic.
Verified finance capabilities
Every capability includes quality signals — success rate, average latency, and estimated cost. Agents inspect before committing. Zero-cost decision-making.
Unified routing layer
One API key. One protocol. Market data, research, compliance, crypto, macro, and alt signals all routed through the same discover-inspect-call workflow.
Production-ready execution
Sandboxed runtime, structured JSON responses, unique execution IDs, and full session tracing. Built for teams running finance agents in production.
为什么为金融AI Agent选择QVeris
QVeris不是单一的金融API，也不是通用的市场或静态目录。它是一个Agent原生的能力路由层，专为AI Agent发现和使用金融数据而构建。
Agent原生发现
Agent用自然语言描述所需的金融数据。QVeris返回排序后的经过验证的匹配结果——无需预编码端点，无需硬编码提供商逻辑。
经过验证的金融能力
每项能力都包含质量信号——成功率、平均延迟和预估成本。Agent在提交前进行检查。零成本决策。
统一路由层
一个API密钥。一个协议。市场数据、研究、合规、加密、宏观和另类信号均通过相同的发现-检查-调用工作流进行路由。
生产就绪的执行
沙箱运行时、结构化JSON响应、唯一执行ID和完整会话追踪。专为在生产环境中运行金融Agent的团队构建。
Finance capability categories
QVeris provides verified access across six finance domains. Each category includes capabilities sourced from multiple providers, with transparent quality metrics.
Market data & price intelligence
Access verified capabilities for equities, FX, commodities, and index data. Built for quantitative workflows, trading agents, and market monitoring systems.
Investment research
Earnings data, analyst consensus, valuation models, and fundamentals. Give your research agent a complete data foundation for company and sector analysis.
Macro & fixed income
Interest rates, yield curves, inflation data, and macroeconomic indicators. Support for fixed income analysis and top-down research workflows.
Risk & compliance
KYC verification, sanctions screening, regulatory data. Full audit trail for every call — built for compliance-aware workflows.
Crypto & on-chain data
Blockchain data, DeFi metrics, stablecoin flows, and on-chain signals. Access blockchain data and on-chain metrics for cross-asset workflows.
Alternative data & signals
News sentiment, social media analytics, event-driven indicators, and macroeconomic surprise data. Go beyond standard datasets for alpha generation.
金融能力类别
QVeris提供跨六个金融领域的经过验证的访问。每个类别包含来自多个提供商的能力，并附带透明的质量指标。
市场数据与价格情报
访问经过验证的股票、外汇、大宗商品和指数数据能力。专为量化工作流、交易Agent和市场监控系统构建。
投资研究
盈利数据、分析师共识、估值模型和基本面。为你的研究Agent提供公司和行业分析的完整数据基础。
宏观与固定收益
利率、收益率曲线、通胀数据和宏观经济指标。支持固定收益分析和自上而下的研究工作流。
风险与合规
KYC验证、制裁筛查、监管数据。每次调用均有完整审计追踪——专为合规感知工作流构建。
加密与链上数据
区块链数据、DeFi指标、稳定币流动和链上信号。访问区块链数据和链上指标，用于跨资产工作流。
另类数据与信号
新闻情绪、社交媒体分析、事件驱动指标和宏观意外数据。超越标准数据集，用于alpha生成。
Discover. Inspect. Call. — for finance workflows
Three steps. Discovery and inspection are always free. You only spend credits when your agent makes a call.
Your agent describes the finance data it needs — "today's S&P 500 movers" or "KYC check on this entity" — and QVeris returns ranked, verified matches with cost, latency, and success rate. No hardcoded endpoints needed.
Review the full parameter schema, billing rules, provider information, and quality metrics of any finance capability before your agent commits. Zero-cost decision-making with full transparency.
Execute through a sandboxed environment. Structured JSON response with execution ID, billing details, and credit balance — fully auditable and ready for downstream finance workflows.
发现. 检查. 调用. — 面向金融工作流
三步完成。发现和检查始终免费。仅在您的代理发起调用时消耗积分。
您的智能体描述所需的金融数据 — 如“今日标普500变动”或“对该实体的KYC检查” — QVeris 返回排序、验证的匹配结果，并附有成本、延迟和成功率。无需硬编码端点。
在您的智能体提交前，查看任何金融能力的完整参数模式、计费规则、提供商信息和质量指标。零成本决策，完全透明。
通过沙盒环境执行。结构化 JSON 响应包含执行ID、计费详情和积分余额 — 完全可审计，随时可用于下游金融工作流。
Finance use cases
From stock research agents to compliance automation, QVeris powers the tool-calling layer behind production finance AI agents.
Stock research AI agents
Give equity research agents on-demand access to market data, fundamentals, and earnings data through one unified API. Agents discover the right data source dynamically.
Investment research automation
Automate earnings analysis, peer comparison, and macro research. Agents discover and call the right data sources as research questions evolve — no pre-wired integrations.
Market intelligence workflows
Power market monitoring agents with real-time data, sentiment signals, and cross-asset intelligence. Combine traditional and alternative data through one protocol.
Risk & compliance monitoring
Embed KYC, sanctions screening, and regulatory checks into agent workflows. Full audit trail with execution IDs for every compliance-related call.
Crypto & on-chain analysis
Build agents that monitor DeFi metrics, track stablecoin flows, and analyze wallet activity. Cross-asset workflows spanning crypto and traditional markets.
Finance-enabled SaaS agents
Ship AI-native finance products where agents dynamically discover and call finance capabilities at runtime. Outsource the tool-integration layer to QVeris.
金融用例
从股票研究智能体到合规自动化，QVeris 为生产环境中的金融 AI 智能体提供工具调用层支持。
股票研究 AI 智能体
通过统一 API，为股权研究智能体提供按需访问市场数据、基本面数据和盈利数据的能力。智能体动态发现合适的数据源。
投资研究自动化
自动化盈利分析、同行比较和宏观研究。随着研究问题演变，智能体发现并调用合适的数据源 — 无需预先集成。
市场情报工作流
为市场监控智能体提供实时数据、情绪信号和跨资产情报。通过同一协议结合传统数据和另类数据。
风险与合规监控
将KYC、制裁筛查和监管检查嵌入智能体工作流。每次合规相关调用均带有完整审计追踪和执行ID。
加密货币与链上分析
构建监控 DeFi 指标、追踪稳定币流动和分析钱包活动的智能体。跨资产工作流覆盖加密货币和传统市场。
金融赋能的 SaaS 智能体
交付 AI 原生金融产品，智能体在运行时动态发现并调用金融能力。将工具集成层外包给 QVeris。
How QVeris compares
QVeris sits at a different layer of the finance data stack. Here is how it relates to other approaches.
| Capability | QVeris | Manual Finance API Integration | Generic API Marketplace | Static Tool Directory |
|---|---|---|---|---|
| Agent-native discovery | Natural language, dynamic | Must pre-code each endpoint | Keyword search, human-driven | Browse by category |
| Cost & quality preview | Cost, latency, success rate before calling | No preview — call and see | Pricing page, not programmatic | Not available |
| Unified protocol | One API for all finance capabilities | N different APIs, auth, schemas | Aggregated, limited depth | No protocol — links only |
| Provider transparency | Full provider visibility per capability | Full visibility | Often opaque | Listed but unverified |
| Structured execution | Sandboxed, JSON, execution ID, audit trail | Direct call, provider-dependent | Varies by provider | None |
| Finance capability breadth | 6 domains, 10,000+ capabilities | Limited to integrated APIs | Broad but shallow | Listings only |
| MCP server support | Native MCP server | None | None | None |
QVeris 对比
QVeris 处于金融数据栈的不同层级。以下是它与其他方法的关联。
| 能力 | QVeris | 手动金融 API 集成 | 通用 API 市场 | 静态工具目录 |
|---|---|---|---|---|
| Agent原生发现 | 自然语言，动态 | 必须预先编码每个端点 | 关键词搜索，人为驱动 | 按类别浏览 |
| 成本与质量预览 | 调用前了解成本、延迟、成功率 | 无预览 — 调用后才知道 | 定价页面，非程序化 | 不可用 |
| 统一协议 | 一个API覆盖所有金融功能 | N种不同API、认证、模式 | 聚合，深度有限 | 无协议——仅链接 |
| 提供商透明度 | 每个功能的全提供商可见性 | 完全可见 | 通常不透明 | 已列出但未验证 |
| 结构化执行 | 沙箱化、JSON、执行ID、审计追踪 | 直接调用，依赖提供商 | 因提供商而异 | 无 |
| 金融功能广度 | 6大领域，10000+功能 | 仅限于集成API | 广泛但浅层 | 仅列出 |
| MCP服务器支持 | 原生MCP服务器 | 无 | 无 | 无 |
Integration options
QVeris meets your finance agent where it runs. All integration methods provide access to the same verified finance capabilities.
MCP Server
Native Model Context Protocol support. If your agent speaks MCP — Claude Code, Cursor, and others — QVeris appears as an MCP server with 10,000+ discoverable finance tools.
Python SDK
Typed client library with automatic retry, session management, and async support. Install in one command and start discovering finance capabilities from Python agents.
REST API
Standard HTTP interface. Three endpoints: discover, inspect, call. Works from any language, any runtime. Finance data access without framework lock-in.
CLI
Terminal-native workflow for scripting, CI/CD, and local development. Discover, inspect, and call finance capabilities without leaving the command line.
集成选项
QVeris与您的金融代理在其运行环境中无缝对接。所有集成方法均可访问相同的已验证金融功能。
MCP 服务器
原生 模型上下文协议 支持。如果您的代理使用MCP协议——如Claude Code、Cursor等——QVeris将作为一个包含10000+可发现金融工具的MCP服务器出现。
Python SDK
类型化客户端库，支持自动重试、会话管理和异步操作。一条命令安装，即可从Python代理开始发现金融功能。
REST API
标准HTTP接口。三个端点：discover、inspect、call。适用于任何语言和运行时。无需绑定框架即可访问金融数据。
CLI
终端原生工作流，适用于脚本、CI/CD和本地开发。无需离开命令行即可发现、检查和调用金融功能。
Built for production finance workflows
QVeris is designed for teams running finance agents in production — not just prototyping.
Structured execution
Every finance capability call executes in a sandboxed environment with structured JSON output, full parameter validation, and consistent response schemas your agent can parse reliably.
Auditability
Every call produces a unique execution ID linked to a search session and agent session. Full trace from intent to result — built for debugging, compliance, and cost analysis in finance workflows.
Observability
Monitor success rates, execution latency, and credit consumption per capability, per session, and per agent. Make data-driven decisions about which finance capabilities your agents depend on.
专为生产金融工作流打造
QVeris专为在生产环境中运行金融代理的团队设计——而不仅仅是原型开发。
结构化执行
每个金融功能调用都在沙箱环境中执行，输出结构化JSON，进行完整参数验证，并提供一致的响应模式，让您的代理能够可靠解析。
可审计性
每次调用都会生成一个唯一的执行ID，关联到搜索会话和代理会话。从意图到结果的完整追踪——专为金融工作流中的调试、合规和成本分析而构建。
可观测性
监控每个能力、每个会话和每个智能体的成功率、执行延迟和信用消耗。基于数据做出决策，了解你的智能体依赖哪些金融能力。
Where to go from here
This page covers QVeris finance capabilities. Explore related product pages to learn more or contact us to discuss your team's finance AI agent needs.
Platform Overview
See the full QVeris capability routing network and how it connects AI agents to verified real-world tools.
Pricing
Understand QVeris plans, credit packages, and how pricing scales with your team's finance capability usage.
All Capabilities
Browse all 15+ capability categories beyond finance, including developer tools, document processing, and more.
Contact QVeris
Discuss your team's finance AI agent requirements, enterprise needs, or custom capability access with our team.
后续方向
本页面介绍 QVeris 的金融能力。探索相关产品页面以了解更多，或联系我们讨论团队的金融 AI 智能体需求。