面向投资银行、研究、私募等金融场景的 Claude 智能体与技能集
Anthropic 官方发布的金融领域 Claude 智能体参考实现,提供 9 个覆盖投行、研究、私募、财富管理等核心场景的端到端工作流代理,以及 8 个垂直技能包和 12+ MCP 数据连接器。所有内容均为 Markdown/YAML 配置,可一键安装为 Claude Cowork 插件或通过 Managed Agents API 部署到自有工作流引擎。适合需要快速构建金融 AI 应用、但又希望保留定制空间的技术团队。
This repository provides reference agents, skills, and data connectors for core financial-services workflows, including investment banking, equity research, private equity, and wealth management. It serves both front-office advisory professionals and back-office operations teams who want to accelerate their work with AI. Every agent and skill can be used either as a Claude Cowork plugin or deployed behind your own system via the Claude Managed Agents API.
这个仓库为投资银行、证券研究、私募股权和财富管理等核心金融服务工作流提供了参考 agent、技能与数据连接器。面向希望用 AI 提效的前台咨询与后台运营团队。每个 agent 和技能都可以作为 Claude Cowork 插件使用,或通过 Claude Managed Agents API 部署到你自己的系统里。
Investment banking, research, and asset management rely heavily on repetitive manual work: running comps, updating models, reconciling accounts, and drafting memos. These tasks are time-consuming, error-prone, and often inconsistent. This project encodes these workflows into prompts, skills, and connectors so Claude can autonomously execute the full pipeline—from data retrieval to draft output—freeing analysts for higher-value judgment and client interactions.
投行、研究和资管的工作高度依赖重复性手工劳动:刷可比公司、拉模型、对账、写会议纪要。这些任务耗时、易出错,且结果经常不一致。本项目把固化的工作流拆解成 prompt、技能和连接器,让 Claude 自动完成从数据获取到草稿产出的完整流程,把分析师释放出来做更高价值的判断和客户沟通。
The project offers two main types of assets: end-to-end workflow agents—such as Pitch Agent, Market Researcher, and GL Reconciler—each bundling a system prompt, skills, and commands; and vertical skill-command bundles grouped by line of business (investment banking, equity research, private equity, wealth management, fund admin, operations). You can install a full agent, or just add domain-specific skills like /comps, /dcf, /earnings to an existing Claude setup.
项目包含两类主要资产:一是端到端工作流 agent,如 Pitch Agent、Market Researcher、GL Reconciler 等,每个都自带系统提示、技能和命令。二是按垂直业务线打包的技能与命令捆绑,如投资银行、证券研究、私募股权、财富管理、基金运营等。你可以安装完整的 agent,也可以只安装某个业务线的技能(如 /comps、/dcf、/earnings),以便给 Claude 添加特定领域能力。
Every configuration is just Markdown and JSON—no build step. The core design is “one source, two carriers”: the same agent directory can be installed as a Cowork plugin or deployed as a Managed Agent, where the deployment script resolves agent.yaml, uploads skills, creates leaf-worker subagents, and registers the orchestrator. The layout is clean: plugins/agent-plugins/ holds self-contained agents; plugins/vertical-plugins/ hosts shared skills, commands, and MCP connectors; managed-agent-cookbooks/ supplies wrappers for API deployment.
所有配置都是 Markdown 和 JSON 文件,无需构建步骤。核心设计是“一套来源,两种承载”:同一个 agent 目录既可以作为 Cowork 插件安装,也能通过 scripts/deploy-managed-agent.sh 脚本解析 agent.yaml、上传技能、创建子 agent 后注册为 Managed Agent。仓库结构清晰:plugins/agent-plugins/ 存放独立 agent;plugins/vertical-plugins/ 存放共享技能、命令和 MCP 连接器;managed-agent-cookbooks/ 提供面向 API 部署的包装配置。
You can consume this repository in three ways:
- Cowork Plugin: Paste the repo URL
https://github.com/anthropics/financial-servicesin Settings and pick the agents or verticals you want, or upload a zip of any plugin directory. - Claude Code: Add the marketplace and install what you need.
claude plugin marketplace add anthropics/financial-services
claude plugin install financial-analysis@claude-for-financial-services
claude plugin install pitch-agent@claude-for-financial-services
claude plugin install investment-banking@claude-for-financial-services
- Managed Agents: Set your API key and run the deploy script.
export ANTHROPIC_API_KEY=sk-ant-...
scripts/deploy-managed-agent.sh gl-reconciler
All agents expose the same slash commands like /comps, /dcf, and /earnings.
你可以通过三种方式使用本仓库:
- Cowork 插件:在设置中粘贴仓库 URL
https://github.com/anthropics/financial-services并选择要安装的 agent 或垂直插件,或直接上传plugins/下的 zip 包。 - Claude Code:添加 marketplace 后按需安装。
claude plugin marketplace add anthropics/financial-services
claude plugin install financial-analysis@claude-for-financial-services
claude plugin install pitch-agent@claude-for-financial-services
claude plugin install investment-banking@claude-for-financial-services
- Managed Agents:设置
ANTHROPIC_API_KEY后运行部署脚本。
export ANTHROPIC_API_KEY=sk-ant-...
scripts/deploy-managed-agent.sh gl-reconciler
所有 agent 都以相同方式使用 /comps、/dcf、/earnings 等斜杠命令。
The financial-analysis core plugin ships with 12 MCP data connectors to terminals and platforms like S&P Global, FactSet, Morningstar, Moody's, LSEG, PitchBook, Chronograph, as well as Egnyte and Box for document sources. Claude can pull financial data, market quotes, and private documents directly through these connectors—no manual CSV exports. Note that providers may require an additional subscription or API key.
金融分析核心插件内置了 12 个 MCP 数据连接器,覆盖 S&P Global、FactSet、Morningstar、Moody's、LSEG、PitchBook、Chronograph 等主流终端与研究平台,也连接了 Egnyte 和 Box 作为文档源。Claude 能通过这些连接器直接拉取财务数据、市场行情和私银文件,无需手动导出 CSV。注意:数据源可能需要额外订阅或 API 密钥。
For firms that need Claude inside Excel, PowerPoint, Word, and Outlook, the claude-for-msft-365-install/ directory provides IT admin tooling. It is a Claude Code plugin that walks an admin through generating a customized add-in manifest, granting Azure admin consent, and writing per-user routing config via Microsoft Graph, so the agent skills can run against your own cloud (e.g., Vertex AI or Bedrock) rather than Anthropic's API.
claude plugin install claude-for-msft-365-install@claude-for-financial-services
/claude-for-msft-365-install:setup
如果公司需要在 Excel、PowerPoint、Word 和 Outlook 中运行 Claude,claude-for-msft-365-install/ 目录提供了面向 IT 管理员的配置工具。它是一个 Claude Code 插件,指导管理员生成定制清单文件、授予 Azure 管理许可,并通过 Microsoft Graph 写入用户路由配置。这样可以让 agent 技能直接在你自己的云上(如 Vertex AI 或 Bedrock)运行,而非通过 Anthropic 的 API。
claude plugin install claude-for-msft-365-install@claude-for-financial-services
/claude-for-msft-365-install:setup
These agents are reference templates; their real value comes from tuning them to your firm's workflow: swap data providers in .mcp.json, add internal terminology and templates into skill files, and use /ppt-template to teach Claude your own branded layouts.
Key scope notes:
- Every output—models, memos, research notes, reconciliations—is a draft staged for review by a qualified professional. These agents do not provide investment advice, execute transactions, bind risk, post to a ledger, or approve client onboarding.
- You are responsible for verifying outputs and for compliance with your firm's legal and regulatory obligations.
这些 agent 是参考模板,实际价值在于按自己公司的流程定制:替换 .mcp.json 中的数据源、在技能文件中加入内部术语和模板、用 /ppt-template 教 Claude 画你自己的 PPT。
重要边界须知:
- 所有产出(模型、备忘录、研究笔记、对账结果)在被合格专业人员审核前均为草稿;本仓库不提供投资建议,不执行交易,不绑定风险,不直接过账或批准客户准入。
- 你需要自己验证输出,并确保符合所在公司的法律和合规要求。