@rwayne: Anthropic has essentially laid out the investment banking workflow directly on GitHub. The official repository anthropics/financial-services was launched 11 weeks ago, garnering 16,493 stars and 2,067 forks. It includes 9 out-of-the-box Agents, including Pitch…

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Summary

Anthropic has open-sourced the financial-services repository, offering 9 out-of-the-box AI agents for investment banking and 11 MCP data connectors, aiming to automate workflows such as financial modeling, research report writing, and compliance reviews.

Anthropic has essentially laid out the investment banking workflow directly on GitHub. The official repository, anthropics/financial-services, was launched 11 weeks ago, accumulating 16,493 stars and 2,067 forks. It features 9 out-of-the-box Agents: Pitch, Earnings Reviewer, Model Builder, GL Reconciler, and KYC Screener. The pitch decks, earnings notes, IC memos, and LBO models that analysts write daily are all included in the repository. It also integrates 11 MCP data connectors in one go, bringing in Daloopa, Morningstar, FactSet, Moody's, PitchBook, LSEG, and S&P. Notably, Bloomberg is absent. Anthropic has also released a Microsoft 365 add-in, allowing Claude to run within Excel, PowerPoint, Word, and Outlook. The only moat is written in the README: all outputs require human sign-off. The work of entry-level analysts, who command salaries of $300,000 a year in investment banking, is now explicitly codified in the README.
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Anthropic has effectively laid out the work of investment bankers right on GitHub. The official repository anthropics/financial-services went live 11 weeks ago and has already garnered 16,493 stars and 2,067 forks. It includes nine out-of-the-box agents: Pitch Agent, Earnings Reviewer, Model Builder, GL Reconciler, and KYC Screener. All the pitch decks, earnings notes, IC memos, and LBO models that analysts write daily are available in the repository. Eleven MCP data connectors are integrated in one go, bringing in Daloopa, Morningstar, FactSet, Moody’s, PitchBook, LSEG, and S&P Global. Bloomberg is the only one missing. Anthropic also conveniently released a Microsoft 365 add-in, allowing Claude to run in Excel, PowerPoint, Word, and Outlook. The only moat is written in the README: all outputs require human sign-off. The work of a junior analyst, who costs $300,000 a year in investment banking, is now explicitly laid out in the README.


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//
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//skills/ (source) · plugins/agent-plugins//skills/ (bundled)
CommandsSlash actions you trigger explicitly (/comps, /earnings, /ic-memo).plugins/vertical-plugins//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//

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
Daloopa (https://www.daloopa.com/)https://mcp.daloopa.com/server/mcp
Morningstar (https://www.morningstar.com/)https://mcp.morningstar.com/mcp
S&P Global (https://www.spglobal.com/)https://kfinance.kensho.com/integrations/mcp
FactSet (https://www.factset.com/)https://mcp.factset.com/mcp
Moody’s (https://www.moodys.com/)https://api.moodys.com/genai-ready-data/m1/mcp
MT Newswires (https://www.mtnewswires.com/)https://vast-mcp.blueskyapi.com/mtnewswires
Aiera (https://www.aiera.com/)https://mcp-pub.aiera.com
LSEG (https://www.lseg.com/)https://api.analytics.lseg.com/lfa/mcp
PitchBook (https://pitchbook.com/)https://premium.mcp.pitchbook.com/mcp
Chronograph (https://www.chronograph.pe/)https://ai.chronograph.pe/mcp
Egnyte (https://www.egnyte.com/)https://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/.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//skills/, then run python3 scripts/sync-agent-skills.py to propagate to any agent that bundles

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