Finance
2,510 rows from 608 repositories
Accounting, FP&A and investment work.
What Finance skills agree on
599 skill files read, by 469 of the 469 authors on this shelf whose files we hold, 2026-08-07
The middle one of the 598 measured here is ~1.5k tokens long, counted with cl100k_base
Counted by distinct author, so one author publishing three of these counts once. Where a claim sits in fewer files than authors, that is said: a claim held by forty authors across three files is one file people copied, not forty people who agreed. Near-identical wordings are grouped and the other wordings are shown, so the grouping is yours to check.
What they tell the agent to do
- Extract date vendor amount and description15 of 469 in 3 filesalso worded as extract date vendor description amount currency and tax; extract date vendor and amount from each file
- Produce the requested output file9 of 469 in 4 filesalso worded as produce two output files; Write the output file the user requests
- Build best, base, and worst case scenarios9 of 469 in 5 filesalso worded as build best, base, and worst case scenarios; develop best, worst, and base case scenarios
- Scan folder for invoice files14 of 469 in 2 filesalso worded as scan folder for invoice and receipt files
- Rename files to standard format14 of 469 in 2 filesalso worded as rename files using standard format
- Show organization plan before moving14 of 469 in 2 filesalso worded as show plan before moving files
- Generate summary CSV14 of 469 in 2 filesalso worded as generate summary CSV of all invoices
- Implement backoff if rate limit errors occur8 of 469 in 3 filesalso worded as exponentially back off on rate limit errors; Implement backoff on rate limit errors
- Determine the weighted average cost of capital8 of 469 in 4 filesalso worded as show every weighted average cost of capital input; determine the weighted average cost of capital
- Use Excel formulas for all calculated cells8 of 469 in 2 filesalso worded as use formulas for all calculations
- Run formula validation before delivery8 of 469 in 3 filesalso worded as run formula recalculation before delivery; Validate formulas before delivery
- Verify output retains original sheets and data7 of 469 in 2 filesalso worded as Verify output sheet names and data after saving
- Test impact of key assumptions on valuation7 of 469 in 3 filesalso worded as test key assumption impacts on valuation; test key assumptions impact on valuation
- Calculate monthly burn rate and cash runway7 of 469 in 5 filesalso worded as calculate burn rate and runway; Calculate runway by dividing cash by burn rate
- Produce the specified output format7 of 469also worded as use the specified markdown output format; generate the specified text output format
What they tell it not to do
- Do not provide legal or regulatory advice12 of 469also worded as do not provide legal or tax advice; Never provide specific tax or legal advice
- Do not mix personal and business transactions10 of 469 in 4 filesalso worded as Never mix personal and business finances; mix personal and business expenses
- Do not hardcode numbers for calculated cells9 of 469 in 3 filesalso worded as do not hardcode calculated values; do not hardcode numbers inside formulas
- Do not move files before approval14 of 469 in 2 filesalso worded as do not move files without user approval
- Do not delete journal entries8 of 469 in 2 filesalso worded as do not edit or delete journal entries
- Do not give personalized investment advice8 of 469also worded as do not provide investment advice; do not generate investment advice
- Do not fabricate data8 of 469also worded as do not fabricate information to fill gaps; do not fabricate missing data
- Do not spawn sub-agents7 of 469 in 2 files
- Do not use openpyxl round-trip on existing files7 of 469 in 2 filesalso worded as Never use openpyxl round-trip on existing files
- Do not create a new workbook for edit tasks7 of 469 in 2 filesalso worded as Never create a new workbook for edit tasks
What they expect to be installed
- python322 of 469
- pandas22 of 469
- python21 of 469
- openpyxl15 of 469 in 14 files
- curl14 of 469
- uv13 of 469 in 8 files
- numpy12 of 469
- npm11 of 469
- pip11 of 469
- WebSearch11 of 469
What they ask it to produce
- Markdown analysis report14 of 469 in 12 filesalso worded as cited Markdown report; Markdown report file
- Financial analysis report13 of 469 in 12 filesalso worded as financial report; financial reports
- Financial model11 of 469 in 7 filesalso worded as financial model excel file; spreadsheet financial models
- Scenario comparison table10 of 469 in 5 filesalso worded as Scenario Table; scenario comparison
- XLSX file10 of 469 in 5 filesalso worded as XLSX workbook; xlsx document
- Sensitivity table10 of 469 in 9 filesalso worded as sensitivity tables; sensitivity analysis tables
- Organized folder structure14 of 469 in 2 files
- invoice-summary.csv14 of 469 in 2 filesalso worded as invoice summary CSV
When Finance authors say to reach for one
The situations these authors wrote into their own files, counted out of the same 469 authors, with the skills that name each one
- User requests financial statements12 of 469
- Preparing for tax season14 of 469 in 2 files
- Organizing receipts from a messy folder14 of 469 in 2 files
- User asks for a stock analysis8 of 469
- Sensitivity analysis is requested7 of 469 in 3 files
- User mentions financial plan7 of 469 in 6 files
- Monte Carlo simulation is requested6 of 469 in 2 files
- Creating financial models
- Creating financial models skills anthropics creating financial models
- and 11 more on this shelf
- Creating financial projections6 of 469 in 4 files
- Startup financial modeling
- Consulting gauntlet
- Startup business analyst financial projections
- and 3 more on this shelf
How Finance skills are built
2,221 skill directories by 461 authors, read from their repositories’ own file trees 2026-08-05
The middle bundle among those shipping files is 4 files, 17.3 KB beside SKILL.md
Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.
The shape
- SKILL.md is the whole skill156 of 461 authors, 1,074 of 2,221 skills
- files ship beside it305 of 461 authors, 1,147 of 2,221 skills
- executable scripts ship inside146 of 461 authors, 477 of 2,221 skills
The folders they converge on
- references/179 of 461 authors, 601 of 2,221 skills
- scripts/121 of 461 authors, 426 of 2,221 skills
- assets/51 of 461 authors, 87 of 2,221 skills
- agents/40 of 461 authors, 139 of 2,221 skills
- examples/30 of 461 authors, 80 of 2,221 skills
- tests/26 of 461 authors, 37 of 2,221 skills
JerBouma/FinanceToolkit/io.github.JerBouma/financetoolkit MCP server
5,223★ repo200+ transparent financial metrics calculated from raw statements, not third-party endpoints.
himself65/finance-skills/plugins/data-providers/skills/finance-sentiment Skill
3,132★ repoA collection of skills for AI financial analysis.
openaccountants/openaccountants/io.github.openaccountants/openaccountants MCP server
315★ repoOpen-source AI accounting skills verified by licensed accountants (tax, VAT, payroll).
modu-ai/cowork-plugins/moai-bi/skills/executive-summary Skill
268★ repo모두의 AI (MoAI) — Claude Cowork & Claude Code 한국 실무 도메인 AI 하네스·플러그인 마켓플레이스. 사업계획서·세무·법률·HR·마케팅·커머스·BI·콘텐츠 도메인 스킬·에이전트·워크플로우. Korean B2B + office docs (HWPX/DOCX/XLSX/PPTX/PDF) + AI media (image/video/voice). AI-slop 검수 + humanize-korean 내장.
rollingSirius/equity-research-skill Skill
236★可能是最深度的 AI 投研报告 Skill：九章个股深研 + 九章财报深度分析，脚本化 DCF/EPV 与可复算估值
Financial Modeling Prep MCP Server
imbenrabi/Financial-Modeling-Prep-MCP-Server/io.github.imbenrabi/financial-modeling-prep-mcp-server MCP server
141★ repoMCP server for Financial Modeling Prep API with 250+ financial data tools
roman-rr/trading-skills/trading-signals Skill
no license100★ repo17 triggers × 44 algorithms × 3 AI experts — live crypto trading signals for Claude Code, Codex, Cursor & 30+ agents. Free during beta.
longsizhuo/openInvest/io.github.longsizhuo/openinvest MCP server
79★ repoInvestment runtime for AI agents — LLM investment committee, portfolio ledger, decision accounting
norman-finance/norman-mcp-server/finance.norman/mcp-server MCP server
54★ repoAI-powered bookkeeping and tax filing for entrepreneurs at the heart of the European economy.
mfwarren/entrepreneur-claude-skills/skills/finance/financial-modeling Skill
53★ repoProduction-ready entrepreneurship skills for Claude Code — marketing, sales, operations, finance, and leadership. 24 skills built by a founder, for founders.
ElmatadorZ/MoneyAtlas-ClaudeSkill-Agent Skill
53★Money Atlas Skill.md (Claude Skill) For AI Agent A Genesis Protocol-powered intelligence system for financial markets, macroeconomics, and geopolitics. Core Systems - Genesis Protocol (First Principle + System Thinking) - SMC Layer Engine (Quant price structure)
Canadian finance planner skill
cjpatten/canadian-finance-planner-skill Skill
46★A Claude skill that turns Claude into your personal financial planner — built specifically for Canadians. Interviews, budgets, action plans, interactive dashboards, and ongoing coaching.
lbiz-partners/hometax-doum/skills/hometax-tax-hub Skill
no license42★ repo홈택스 세무 작업을 AI에게 말로 시키는 무료 스킬 6종 — 부가세·종합소득세·전자세금계산서 (Claude/Codex/Aside)
syzkillall/comprehensive-thinking-skill Skill
40★A reasoning skill for AI agents to improve complex judgment, premise auditing, counterargument pressure, and verifiable conclusions.
nirholas/defi-agents/io.github.nirholas/defi-agents MCP server
no license33★ repoDeFi agent definitions JSON API - crypto trading portfolio management bots
Bhala-Srinivash/nse-trading-skills/fibonacci-trading Skill
32★ repo9 Claude Code skills for Indian stock trading — technical analysis, position sizing, stop-loss, trailing stops, risk-reward, multi-timeframe, RSI divergence, Fibonacci. Works with NSE/BSE via Groww MCP. Zero dependencies.
NidheeshJain/itr-prep-skill Skill
26★Claude Code skill that prepares Indian Income Tax Returns (ITR-1/2/3/4): parses Form 16/AIS/26AS/broker statements, reconciles every rupee, compares regimes, computes tax + interest, and emits a portal-ready data-pack JSON for a browser agent to file.
VARRD — Statistically Validated Trading Edges + AI Research Engine
augiemazza/varrd/io.github.augiemazza/varrd MCP server
25★ repoValidated trading edges across futures, equities, crypto. Live signals, full audit trail.
Hollaugo financial research mcp server
hollaugo/tutorials/ai.smithery/hollaugo-financial-research-mcp-server MCP server
no license22★ repoAnalyze stocks with summaries, price targets, and analyst recommendations. Track SEC filings, divi…
danishashko/yahoo-finance-mcp/io.github.danishashko/yahoo-finance-mcp MCP server
16★ repoReal-time Yahoo Finance data: quotes, history, financials, analyst ratings, options, and news.
vishalmdi/india-equity-report-skill/india-equity-report Skill
no license15★ repoInstitutional-quality equity research reports for NSE/BSE stocks. Generate comprehensive Buy/Sell/Hold analysis with zero hallucination using Claude Code. Multi-model valuation, forensic accounting, technical analysis & TAM sizing. MIT License.
ramyatrouny/ifrs-skill/ifrs Skill
15★ repoComprehensive IFRS skill for AI agents 40 standards, 7 workflows, 5 compliance templates. Works with Claude Code, Codex, Gemini CLI, Cursor.
averma416/consulting-gauntlet Skill
no license14★Full-stack consulting skill for Claude Code — 6 AI agents, 16 strategy frameworks, CPA-level financial modeling, zero hallucinations
markoblogo/abvx-agent-skills/skills/agent-friction-ledger Skill
14★ repoReviewable capability layer for coding agents. Portable skills, delivery gates, workflow patterns, and verification-first engineering.
mickpletcher/AI-Skills/claude/skills/alpaca-trading Skill
no license13★ repoA portable library of reusable AI skills, prompts, workflows, schemas, and automation patterns designed for ChatGPT, Claude, Copilot, and local LLM workflows.
6missedcalls/personal-finance-skill Skill
13★AI-powered personal finance skill — 75 tools across 7 extensions for banking (Plaid), trading (Alpaca), portfolio monitoring (IBKR), tax optimization, market intelligence, and social sentiment. Built for the Agent Skills Protocol, works with 40+ AI agents.
block/model-ledger/io.github.block/model-ledger MCP server
13★ repoModel inventory and governance: trace deployed models and their dependencies as an append-only log
wonsukchoi/domain-experts/roles/accountant-controller Skill
12★ repoall human experts into AI agents
LaZZy0v0/tijori-finance-mcp/io.github.LaZZy0v0/tijori-finance MCP server
12★ repoIndian equity research MCP — 5,000+ NSE/BSE stocks, financials, KPIs, and concall transcripts.
GAJETOso/financeskills/skills/ai-anomaly-detection Skill
10★ repoAI-powered skills for financial professionals. Comprehensive collection of finance, accounting, audit, and compliance skills for AI agents. IFRS/GAAP compliant with industry-specific applications.
weklund/fiduciary/.claude/skills/finance-query Skill
10★ repoA personal financial advisor that runs locally. Plaid CLI + SQLite + Claude Code skills. Fiduciary-grade advice grounded in your real data.
alphaparkinc/tradingagents-skill Skill
no license9★GenPark skill: Multi-Agent LLM Financial Trading Framework utilizing TradingAgents.
ArabAgentSkills/Skills/skills/arab-einvoicing-tax Skill
9★ repoPublic source-backed Arab-world agent skills: APIs, marketing, sales, support, localization, Arabic NLP, open data, and MENA workflows.
Frihet-io/frihet-mcp/io.frihet/erp MCP server
9★ repoAI-native ERP MCP: ES/EU fiscal compliance (VeriFactu/TicketBAI/Facturae), invoicing, tax, banking
Document to JSON – PDF Invoice/Statement/Contract Parser
fashionmascherine-svg/document-to-json-mcp/io.github.fashionmascherine-svg/document-to-json-mcp MCP server
8★ repoTurn any PDF into structured JSON via AI + OCR: invoices, bank statements, contracts.
cruisekkk/time-ledger Skill
7★Natural-language time tracking via a Claude skill — say what you did, an AI parses it into your Notion database and asks instead of fabricating when unsure.
openclawby/openclawby-skills/clawby-data Skill
6★ repoOfficial Clawby skills for AI agents — live market, on-chain & social data plus trade execution. One API key, any agent.
hongbietcode/claude-finance-kit/cli/assets/skills/finance-kit Skill
6★ repoUnified interface for stock data, market analytics, technical analysis, batch collection, and news — covering 15+ data sources.
rgourley/financial-ui-suite/skills/financial-ui-patterns Skill
6★ repoProduction-grade financial UI skills for Claude Code. Composable correctness + 10 aesthetic styles (Bloomberg, TradingView, Robinhood, Coinbase, Financial Times, Massive, Wise, and more).
Drillr — The financial MCP for AI agents
Little-Grebe-Inc/drillr-mcp-server/ai.drillr/drillr MCP server
6★ repoThe financial MCP for AI agents - 90+ financial tables, SEC filings, signals, alt-data.
JosueM1109/personal-finance-mcp/io.github.JosueM1109/personal-finance-mcp MCP server
6★ repoSelf-hosted, read-only MCP server that connects your banks and investments via Plaid.
sarveshtalele/personal-finance-mcp/io.github.sarveshtalele/personal-finance MCP server
6★ repo54 robust financial calculators based on deterministic mathematical principles.
limit881010/stocks/skills/market-news-analyst Skill
no license5★ reposkills for doing stock analysis
cruisekkk/trading-ledger Skill
5★A trading journal that makes you state your reason at the moment of entry — Claude skill + your own Notion DB
MantaDigital/stingray-agent-skills/skills/stingray Skill
5★ repoBuild and test trading strategies with Stingray from any SKILL.md-compatible agent, including Claude Code, Codex, Cursor, and more.
AlvisoOculus/optionsahoy-mcp/io.github.AlvisoOculus/optionsahoy-mcp MCP server
5★ repoEquity comp tax/trade optimizer: ISO/AMT exercise, NSO, RSU, QSBS, concentration, hedging. 50-state.
New1Direction/korgex/io.github.New1Direction/korg-ledger MCP server
5★ repoVerifiable cognition: prove a session ledger is tamper-evident; audit & import any agent's logs.
arcadia-finance/mcp-server/io.github.arcadia-finance/mcp-server MCP server
5★ repoConcentrated liquidity on Uniswap/Aerodrome (rebalance, compound, leverage) or single-sided lending.
creis-ai/mcp-property-valuation-server/io.github.creis-ai/mcp-property-valuation-server MCP server
no license5★ repoMCP服务器，提供房产小区评级和评估功能
precis-finance/precis-finance-mcp/io.github.precis-finance/precis-finance-mcp MCP server
no license5★ repoPublic read-only Précis Finance MCP demo with synthetic data; no account or credentials required.
Receiptor-AI/bookkeeping-skills Skill
4★Open-source bookkeeping skills for AI agents
VladimirWrites/nestegg.money/io.github.VladimirWrites/nestegg-calculators MCP server
4★ repo90+ pure finance calculators: loans, investing, bonds, options, tax. Stateless, stores nothing.
apideck-libraries/api-skills/providers/claude/plugin/skills/access-financials Skill
3★ repoOne abstraction, 146 SaaS connectors. Agent skills for Apideck's Unified API — integrate Salesforce, QuickBooks, BambooHR, Jira, Shopify and 140+ more by changing one string.
Lunatic16/deep-financial-research Skill
no license3★A Claude/Qwen/Gemini skill for institutional-grade investment research. Connects to live market data via MCP servers to deliver company deep dives, due diligence reports, competitive landscape analysis, market sentiment, and DCF-based intrinsic value estimates — all from natural language prompts.
arifulislamat/bd-income-tax-skills/skills/bd-income-tax Skill
3★ repoBangladesh individual income-tax Agent Skill (Income Tax Act 2023 + Finance Act): slabs, thresholds, rebate, surcharge, filing. Deterministic calculator, no network calls.
petehottelet/spreadsheet-auditor Skill
3★Claude and Codex Agent Skill (plus standalone CLI) that audits existing Excel spreadsheets and financial models for correctness defects: formula errors, broken references, off-by-one ranges, totals that don't reconcile or cross-foot, circular references, and data-quality risks. Audit-only; never rewrites your workbook.
Financial astrology pattern search
wauputr4/financial-astrology-skills/skills/financial-astrology-pattern-search Skill
3★ repoOpen Agent Skill for exploratory financial astrology event studies across investment assets
citedy/skills/skills/adclaw-host-ai-accounting Skill
2★ repoCurated collection of skills by Citedy — AI-powered SEO content automation
kumarrahul85/tax-sarathi/skills/indian-tax-calc Skill
2★ repoClaude Code skill for Indian income tax & ITR filing - FY25-26 calculators + live e-filing portal verification (read-only Playwright over CDP). You drive, it verifies.
Aidress skill find verified bookkeeping agent
Aidress-ai/aidress-skill-find-verified-bookkeeping-agent Skill
2★Find a Verified Bookkeeping Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use for finance agent discovery, trust verification, and capability routing — via Aidress (https://api.aidress.ai).