@GitTrend0x: 今天 GitHub Agent & AI 工具继续霸榜 5 个星标暴增最狠的项目,专业拆解+实用场景,一文看懂! 1. anthropics/financial-services Anthropic 官方推出的金融服务智能体框架!支持复杂…

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摘要

文章盘点 GitHub 上近期星标增长最快的五个 AI Agent 项目,重点介绍了 Anthropic 的金融服务智能体框架、字节跳动的 UI-TARS 桌面端以及各类编码 Agent 工具。

今天 GitHub Agent & AI 工具继续霸榜 5 个星标暴增最狠的项目,专业拆解+实用场景,一文看懂! 1. anthropics/financial-services Anthropic 官方推出的金融服务智能体框架!支持复杂金融场景下的 Agent 构建、合规检查、报告生成等。 直达:https://github.com/anthropics/financial-services… 3,077 星/天!金融机构、量化团队、FinTech 创业者的福音,合规+AI 双保险直接拉满。 2. addyosmani/agent-skills Google 前工程总监 addyosmani 打造的生产级 AI 编码 Agent 技能库。包含真实工程最佳实践、工具链集成、调试模式等。 直达:https://github.com/addyosmani/agent-skills… 2,801 星/天!让你的 Coding Agent 从“玩具”直接升级为“资深工程师”。 3. datawhalechina/hello-agents 《从零开始构建智能体》完整教程+代码实践,DataWhale 出品。从原理到多 Agent 协作全覆盖。 直达:https://github.com/datawhalechina/hello-agents… 1,162 星/天!中文社区最佳入门&进阶资料,零基础也能快速上手 Agent 开发。 4. decolua/9router 免费无限 AI 编码路由器!一键连接 Claude Code、Cursor、Cline 等工具,自动切换 40+ 免费/低价提供商,智能 fallback + token 优化。 直达:https://github.com/decolua/9router 980 星/天!再也不怕 Claude/Cursor 限额,省钱又省心,独立开发者狂喜。 5. bytedance/UI-TARS-desktop 字节跳动开源的多模态 AI Agent 桌面栈,打通前沿模型与 Agent 基础设施。 直达:https://github.com/bytedance/UI-TARS-desktop… 549 星/天!视觉+操作+推理全能,桌面 Agent 时代加速到来。 // 总结 2026 年,Agent 基础设施 + 生产力工具 仍是最大风口。无论是金融 Agent、编码 Agent,还是路由/教程类项目,都在疯狂吸星。谁早一步把这些玩透,谁就能在下一波 AI 生产力革命中领先一步! 每天都会更新类似内容,保持关注
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今天 GitHub Agent & AI 工具继续霸榜 5 个星标暴增最狠的项目,专业拆解+实用场景,一文看懂! 1. anthropics/financial-services Anthropic 官方推出的金融服务智能体框架!支持复杂金融场景下的 Agent 构建、合规检查、报告生成等。 直达:https://github.com/anthropics/financial-services… 3,077 星/天!金融机构、量化团队、FinTech 创业者的福音,合规+AI 双保险直接拉满。 2. addyosmani/agent-skills Google 前工程总监 addyosmani 打造的生产级 AI 编码 Agent 技能库。包含真实工程最佳实践、工具链集成、调试模式等。 直达:https://github.com/addyosmani/agent-skills… 2,801 星/天!让你的 Coding Agent 从“玩具”直接升级为“资深工程师”。 3. datawhalechina/hello-agents 《从零开始构建智能体》完整教程+代码实践,DataWhale 出品。从原理到多 Agent 协作全覆盖。 直达:https://github.com/datawhalechina/hello-agents… 1,162 星/天!中文社区最佳入门&进阶资料,零基础也能快速上手 Agent 开发。 4. decolua/9router 免费无限 AI 编码路由器!一键连接 Claude Code、Cursor、Cline 等工具,自动切换 40+ 免费/低价提供商,智能 fallback + token 优化。 直达:https://github.com/decolua/9router 980 星/天!再也不怕 Claude/Cursor 限额,省钱又省心,独立开发者狂喜。 5. bytedance/UI-TARS-desktop 字节跳动开源的多模态 AI Agent 桌面栈,打通前沿模型与 Agent 基础设施。 直达:https://github.com/bytedance/UI-TARS-desktop… 549 星/天!视觉+操作+推理全能,桌面 Agent 时代加速到来。 // 总结 2026 年,Agent 基础设施 + 生产力工具 仍是最大风口。无论是金融 Agent、编码 Agent,还是路由/教程类项目,都在疯狂吸星。谁早一步把这些玩透,谁就能在下一波 AI 生产力革命中领先一步! 每天都会更新类似内容,保持关注


anthropics/financial-services

Source: https://github.com/anthropics/financial-services

Claude for Financial Services

Reference agents, skills, and data connectors for the financial-services workflows we see most — investment banking, equity research, private equity, and wealth management.

Everything here is available two ways from one source: install it as a Claude Cowork plugin, or deploy it through the Claude Managed Agents API behind your own workflow engine. Same system prompt, same skills — you choose where it runs.

Nothing in this repository constitutes investment, legal, tax, or accounting advice. These agents draft analyst work product — models, memos, research notes, reconciliations — for review by a qualified professional. They do not make investment recommendations, execute transactions, bind risk, post to a ledger, or approve onboarding; every output is staged for human sign-off. You are responsible for verifying outputs and for compliance with the laws and regulations that apply to your firm.

What’s in the repo:

  • Agents — named, end-to-end workflow agents (Pitch Agent, Market Researcher, GL Reconciler, …). Each ships as a Cowork plugin and as a Claude Managed Agent template you deploy via /v1/agents.
  • Vertical plugins — the underlying skills, slash commands, and data connectors, bundled by FSI vertical. Install these on their own if you just want /comps, /dcf, /earnings and the connectors without a full agent.

Agents

Each agent is named for the workflow it runs. They’re starting points: install the ones that match your work, then tune the prompts, skills, and connectors to how your firm does it.

Each agent plugin is self-contained — it bundles the skills it uses, so installing the agent is all you need.

FunctionAgentWhat it does
Coverage & advisoryPitch AgentComps, precedents, LBO → branded pitch deck, end to end
Meeting Prep AgentBriefing pack before every client meeting
Research & modelingMarket ResearcherSector or theme → industry overview, competitive landscape, peer comps, ideas shortlist
Earnings ReviewerEarnings call + filings → model update → note draft
Model BuilderDCF, LBO, 3-statement, comps — live in Excel
Fund admin & finance opsValuation ReviewerIngests GP packages, runs valuation template, stages LP reporting
GL ReconcilerFinds breaks, traces root cause, routes for sign-off
Month-End CloserAccruals, roll-forwards, variance commentary
Statement AuditorAudits LP statements before distribution
Operations & onboardingKYC ScreenerParses onboarding docs, runs the rules engine, flags gaps

For Managed Agent deployment — agent.yaml, leaf-worker subagents, steering-event examples, and per-agent security notes — see managed-agent-cookbooks/.

Repository Layout

plugins/
  agent-plugins/               # Named agents — one self-contained plugin each
  vertical-plugins/            # Skill + command bundles by FSI vertical, plus MCP connectors
  partner-built/               # Partner-authored plugins (LSEG, S&P Global)
managed-agent-cookbooks/       # Claude Managed Agent cookbooks — one dir per agent
claude-for-msft-365-install/   # Admin tooling to provision the Claude Microsoft 365 add-in
scripts/                       # deploy-managed-agent.sh · check.py · validate.py · orchestrate.py · sync-agent-skills.py

Getting Started

Cowork

In Cowork, open Settings → Plugins → Add plugin and either:

  • Paste this repo URLhttps://github.com/anthropics/claude-for-financial-services — then pick the agents and verticals you want from the marketplace list, or
  • Upload a zip — zip any directory under plugins/ (e.g. plugins/agent-plugins/pitch-agent/) and drop it in.

Claude Code

# Add the marketplace
claude plugin marketplace add anthropics/claude-for-financial-services

# Core skills + connectors (install first)
claude plugin install financial-analysis@claude-for-financial-services

# Named agents — pick the ones you want
claude plugin install pitch-agent@claude-for-financial-services
claude plugin install gl-reconciler@claude-for-financial-services
claude plugin install market-researcher@claude-for-financial-services

# Vertical skill bundles
claude plugin install investment-banking@claude-for-financial-services
claude plugin install equity-research@claude-for-financial-services

Once installed, agents appear in Cowork dispatch, skills fire automatically when relevant, and slash commands are available in your session (/comps, /dcf, /earnings, /ic-memo, …).

Claude Managed Agents

export ANTHROPIC_API_KEY=sk-ant-...
scripts/deploy-managed-agent.sh gl-reconciler

Each template under managed-agent-cookbooks/ references the same system prompt and skills as its plugin counterpart. The deploy script resolves file references, uploads skills, creates leaf-worker subagents, and POSTs the orchestrator to /v1/agents. See scripts/orchestrate.py for a reference event loop that routes handoff_request events between agents via your own orchestration layer.

Research Preview: subagent delegation (callable_agents) is a preview capability. See per-agent READMEs for security and handoff guidance.

How It Fits Together

What it isWhere it lives
AgentsSelf-contained plugins that own a workflow end to end — system prompt plus the skills it uses. Cowork and the Managed Agent wrapper both reference the same directory.plugins/agent-plugins/<slug>/
SkillsDomain expertise, conventions, and step-by-step methods Claude draws on automatically when relevant. Authored once in the verticals; each agent bundles a synced copy of the ones it needs.plugins/vertical-plugins/<vertical>/skills/ (source) · plugins/agent-plugins/<slug>/skills/ (bundled)
CommandsSlash actions you trigger explicitly (/comps, /earnings, /ic-memo).plugins/vertical-plugins/<vertical>/commands/
ConnectorsMCP servers that wire Claude to your data — terminals, research platforms, document stores.plugins/vertical-plugins/financial-analysis/.mcp.json
Managed-agent wrappersagent.yaml + depth-1 subagents + steering examples for headless deployment.managed-agent-cookbooks/<slug>/

Everything is file-based — markdown and JSON, no build step.

Vertical Plugins

Start with financial-analysis — it carries the shared modeling skills and all data connectors. Add verticals for the workflows you need.

PluginWhat it adds
financial-analysis (core)Comps, DCF, LBO, 3-statement, deck QC, Excel audit. All 11 data connectors.
investment-bankingCIMs, teasers, process letters, buyer lists, merger models, deal tracking.
equity-researchEarnings notes, initiations, model updates, thesis and catalyst tracking.
private-equitySourcing, screening, diligence checklists, IC memos, portfolio monitoring.
wealth-managementClient reviews, financial plans, rebalancing, reporting, TLH.
fund-adminGL recon, break tracing, accruals, roll-forwards, variance commentary, NAV tie-out.
operationsKYC document parsing and rules-grid evaluation.
lseg (partner)Bond RV, swap curves, FX carry, options vol, macro-rates monitoring on LSEG data.
sp-global (partner)Tear sheets, earnings previews, funding digests on S&P Capital IQ.

MCP Integrations

All connectors are centralized in the financial-analysis core plugin and shared across the rest.

ProviderURL
Daloopahttps://mcp.daloopa.com/server/mcp
Morningstarhttps://mcp.morningstar.com/mcp
S&P Globalhttps://kfinance.kensho.com/integrations/mcp
FactSethttps://mcp.factset.com/mcp
Moody’shttps://api.moodys.com/genai-ready-data/m1/mcp
MT Newswireshttps://vast-mcp.blueskyapi.com/mtnewswires
Aierahttps://mcp-pub.aiera.com
LSEGhttps://api.analytics.lseg.com/lfa/mcp
PitchBookhttps://premium.mcp.pitchbook.com/mcp
Chronographhttps://ai.chronograph.pe/mcp
Egnytehttps://mcp-server.egnyte.com/mcp

MCP access may require a subscription or API key from the provider.

Claude for Microsoft 365 — Install Tooling

If your firm runs Claude inside Excel, PowerPoint, Word, and Outlook via the Microsoft 365 add-in, claude-for-msft-365-install/ is the admin tooling to provision it against your own cloud — Vertex AI, Bedrock, or an internal LLM gateway — instead of Anthropic’s API.

It’s a Claude Code plugin (not a Cowork plugin) that walks an IT admin through generating the customized add-in manifest, granting Azure admin consent, and writing per-user routing config via Microsoft Graph. Install with:

claude plugin install claude-for-msft-365-install@claude-for-financial-services
/claude-for-msft-365-install:setup

This is separate from the agents and vertical plugins above — it’s the on-ramp that gets the add-in deployed in a tenant, after which the agents and skills here are what runs inside it.

Making It Yours

These are reference templates — they get better when you tune them to how your firm works.

  • Swap connectors — point .mcp.json at your data providers and internal systems.
  • Add firm context — drop your terminology, processes, and formatting standards into skill files.
  • Bring your templates/ppt-template teaches Claude your branded PowerPoint layouts.
  • Adjust agent scope — edit agents/<slug>.md to match how your team actually runs the workflow.
  • Add your own — copy the structure for workflows we haven’t covered.

Skill & Command Reference

financial-analysis — core modeling, Excel, deck QC
SkillCommandDescription
comps-analysis/compsComparable company analysis with trading multiples
dcf-model/dcfDCF valuation with WACC and sensitivity analysis
lbo-model/lboLeveraged buyout model
3-statement-model/3-statement-modelPopulate 3-statement financial model templates
audit-xls/debug-modelExcel model audit — formula tracing, hardcode detection, balance checks
clean-data-xlsNormalize and clean tabular data in Excel
deck-refreshRe-link and refresh embedded charts/tables across a deck
competitive-analysis/competitive-analysisCompetitive landscape and market positioning
ib-check-deckQC presentations for errors and consistency
pptx-authorProduce a .pptx file headlessly (Managed Agent mode)
xlsx-authorProduce a .xlsx file headlessly (Managed Agent mode)
ppt-template-creator/ppt-templateCreate reusable PPT template skills
skill-creatorGuide for creating new skills
investment-banking — deal materials and execution
SkillCommandDescription
strip-profile/one-pagerOne-page company profiles for pitch books
pitch-deckPopulate pitch deck templates with data
datapack-builderBuild data packs from CIMs and filings
cim-builder/cimDraft Confidential Information Memorandums
teaser/teaserAnonymous one-page company teasers
buyer-list/buyer-listStrategic and financial buyer universe
merger-model/merger-modelAccretion/dilution M&A analysis
process-letter/process-letterBid instructions and process correspondence
deal-tracker/deal-trackerTrack live deals, milestones, and action items
equity-research — coverage and publishing
SkillCommandDescription
earnings-analysis/earningsPost-earnings quarterly update reports
earnings-preview/earnings-previewPre-earnings scenario analysis and key metrics
initiating-coverage/initiateInstitutional-quality initiation reports
model-update/model-updateUpdate financial models with new data
morning-note/morning-noteMorning meeting notes and trade ideas
sector-overview/sectorIndustry landscape and thematic reports
thesis-tracker/thesisMaintain and update investment theses
catalyst-calendar/catalystsTrack upcoming catalysts across coverage
idea-generation/screenStock screening and idea sourcing
private-equity — sourcing through portfolio ops
SkillCommandDescription
deal-sourcing/sourceDiscover companies, check CRM, draft founder outreach
deal-screening/screen-dealQuick pass/fail on inbound CIMs and teasers
dd-checklist/dd-checklistDiligence checklists by workstream
dd-meeting-prep/dd-prepPrep for management presentations and expert calls
unit-economics/unit-economicsARR cohorts, LTV/CAC, net retention, revenue quality
returns-analysis/returnsIRR/MOIC sensitivity tables
ic-memo/ic-memoInvestment committee memo drafting
portfolio-monitoring/portfolioTrack portfolio company KPIs and variances
value-creation-plan/value-creationPost-close 100-day plans and EBITDA bridges
ai-readiness/ai-readinessAssess a portfolio company’s AI readiness
wealth-management — advisor workflows
SkillCommandDescription
client-review/client-reviewPrep for client meetings with performance and talking points
financial-plan/financial-planRetirement, education, estate, and cash-flow projections
portfolio-rebalance/rebalanceAllocation drift analysis and tax-aware rebalancing
client-report/client-reportClient-facing performance reports
investment-proposal/proposalProposals for prospective clients
tax-loss-harvesting/tlhIdentify TLH opportunities and manage wash sales

Contributing

Everything here is markdown and YAML. Fork, edit, PR. For new content:

  • New skill → add it under plugins/vertical-plugins/<vertical>/skills/, then run python3 scripts/sync-agent-skills.py to propagate to any agent that bundles it.
  • New agent → plugins/agent-plugins/<slug>/ (with agents/<slug>.md + skills/) and a matching managed-agent-cookbooks/<slug>/.
  • Run python3 scripts/check.py before pushing — it lints every manifest, verifies all cross-file references resolve, and fails if any bundled skill has drifted from its vertical source.

License

Apache License 2.0

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