# Finance for agents

https://mcpshortlist.com/finance

## Facts, sources and dates

Unknown values are null, never no or zero.

```json
{
  "example": false,
  "read_on": "2026-10-11",
  "category": {
    "id": "finance",
    "label": "Finance",
    "what": "Software for money: getting paid, paying, counting and investing.",
    "url": "https://mcpshortlist.com/finance",
    "software": 144,
    "not_sorted_yet": [
      {
        "id": "addepar",
        "name": "Addepar MCP",
        "url": "https://mcpshortlist.com/software/addepar"
      },
      {
        "id": "affinity",
        "name": "Affinity",
        "url": "https://mcpshortlist.com/software/affinity"
      },
      {
        "id": "agri-mcp-tcit-cl",
        "name": "agri-mcp.tcit.cl",
        "url": "https://mcpshortlist.com/software/agri-mcp-tcit-cl"
      },
      {
        "id": "aiera",
        "name": "Aiera",
        "url": "https://mcpshortlist.com/software/aiera"
      },
      {
        "id": "airwallex",
        "name": "Airwallex Developer",
        "url": "https://mcpshortlist.com/software/airwallex"
      },
      {
        "id": "aiwyn-tax",
        "name": "Aiwyn Tax (formerly Column Tax)",
        "url": "https://mcpshortlist.com/software/aiwyn-tax"
      },
      {
        "id": "alpha-vantage",
        "name": "Alpha Vantage MCP Server",
        "url": "https://mcpshortlist.com/software/alpha-vantage"
      },
      {
        "id": "amazon-selling-partner",
        "name": "Amazon Selling Partner",
        "url": "https://mcpshortlist.com/software/amazon-selling-partner"
      },
      {
        "id": "angellist",
        "name": "AngelList",
        "url": "https://mcpshortlist.com/software/angellist"
      },
      {
        "id": "anythingmcp",
        "name": "AnythingMCP",
        "url": "https://mcpshortlist.com/software/anythingmcp"
      },
      {
        "id": "atlar",
        "name": "Atlar",
        "url": "https://mcpshortlist.com/software/atlar"
      },
      {
        "id": "autosheet",
        "name": "Autosheet",
        "url": "https://mcpshortlist.com/software/autosheet"
      },
      {
        "id": "bigdata",
        "name": "Bigdata.com",
        "url": "https://mcpshortlist.com/software/bigdata"
      },
      {
        "id": "black-diamond",
        "name": "Black Diamond",
        "url": "https://mcpshortlist.com/software/black-diamond"
      },
      {
        "id": "blackrock-advisor-center",
        "name": "BlackRock Advisor Center",
        "url": "https://mcpshortlist.com/software/blackrock-advisor-center"
      },
      {
        "id": "bling-mcp",
        "name": "Bling MCP",
        "url": "https://mcpshortlist.com/software/bling-mcp"
      },
      {
        "id": "blockscout",
        "name": "Blockscout",
        "url": "https://mcpshortlist.com/software/blockscout"
      },
      {
        "id": "breezing",
        "name": "Breezing",
        "url": "https://mcpshortlist.com/software/breezing"
      },
      {
        "id": "brex",
        "name": "Brex",
        "url": "https://mcpshortlist.com/software/brex"
      },
      {
        "id": "campfire",
        "name": "Campfire",
        "url": "https://mcpshortlist.com/software/campfire"
      },
      {
        "id": "canary-data",
        "name": "Canary Data",
        "url": "https://mcpshortlist.com/software/canary-data"
      },
      {
        "id": "carta",
        "name": "Carta",
        "url": "https://mcpshortlist.com/software/carta"
      },
      {
        "id": "cashfree",
        "name": "Cashfree",
        "url": "https://mcpshortlist.com/software/cashfree"
      },
      {
        "id": "cb-insights",
        "name": "CB Insights",
        "url": "https://mcpshortlist.com/software/cb-insights"
      },
      {
        "id": "chargebee",
        "name": "Chargebee",
        "url": "https://mcpshortlist.com/software/chargebee"
      },
      {
        "id": "chariot",
        "name": "Chariot",
        "url": "https://mcpshortlist.com/software/chariot"
      },
      {
        "id": "checkout-com",
        "name": "Checkout.com",
        "url": "https://mcpshortlist.com/software/checkout-com"
      },
      {
        "id": "chronograph",
        "name": "Chronograph",
        "url": "https://mcpshortlist.com/software/chronograph"
      },
      {
        "id": "clarity-ai",
        "name": "Clarity AI",
        "url": "https://mcpshortlist.com/software/clarity-ai"
      },
      {
        "id": "clearstreet",
        "name": "Clear Street",
        "url": "https://mcpshortlist.com/software/clearstreet"
      },
      {
        "id": "coindesk",
        "name": "CoinDesk",
        "url": "https://mcpshortlist.com/software/coindesk"
      },
      {
        "id": "coinmarketcap",
        "name": "CoinMarketCap",
        "url": "https://mcpshortlist.com/software/coinmarketcap"
      },
      {
        "id": "coinversa-pulse",
        "name": "Coinversa Pulse",
        "url": "https://mcpshortlist.com/software/coinversa-pulse"
      },
      {
        "id": "contract-factory-siren",
        "name": "Contract-Factory — Sociétés & SIREN",
        "url": "https://mcpshortlist.com/software/contract-factory-siren"
      },
      {
        "id": "cotality-mcp-server",
        "name": "Cotality",
        "url": "https://mcpshortlist.com/software/cotality-mcp-server"
      },
      {
        "id": "crunchbase-mcp",
        "name": "Crunchbase MCP",
        "url": "https://mcpshortlist.com/software/crunchbase-mcp"
      },
      {
        "id": "crypto-com",
        "name": "Crypto.com",
        "url": "https://mcpshortlist.com/software/crypto-com"
      },
      {
        "id": "db-fa-mcp",
        "name": "D&B Finance Analytics",
        "url": "https://mcpshortlist.com/software/db-fa-mcp"
      },
      {
        "id": "dnb-risk-analytics",
        "name": "D&B Risk Analytics",
        "url": "https://mcpshortlist.com/software/dnb-risk-analytics"
      },
      {
        "id": "daloopa",
        "name": "Daloopa",
        "url": "https://mcpshortlist.com/software/daloopa"
      },
      {
        "id": "datarails-financeos",
        "name": "Datarails FinanceOS",
        "url": "https://mcpshortlist.com/software/datarails-financeos"
      },
      {
        "id": "datasite",
        "name": "Datasite",
        "url": "https://mcpshortlist.com/software/datasite"
      },
      {
        "id": "deel",
        "name": "Deel",
        "url": "https://mcpshortlist.com/software/deel"
      },
      {
        "id": "dext",
        "name": "Dext",
        "url": "https://mcpshortlist.com/software/dext"
      },
      {
        "id": "digits",
        "name": "Digits",
        "url": "https://mcpshortlist.com/software/digits"
      },
      {
        "id": "dualentry",
        "name": "DualEntry",
        "url": "https://mcpshortlist.com/software/dualentry"
      },
      {
        "id": "egnyte",
        "name": "Egnyte",
        "url": "https://mcpshortlist.com/software/egnyte"
      },
      {
        "id": "embat",
        "name": "Embat",
        "url": "https://mcpshortlist.com/software/embat"
      },
      {
        "id": "era-context",
        "name": "Era Context",
        "url": "https://mcpshortlist.com/software/era-context"
      },
      {
        "id": "etherscan",
        "name": "Etherscan",
        "url": "https://mcpshortlist.com/software/etherscan"
      },
      {
        "id": "etoro-connector",
        "name": "etoro",
        "url": "https://mcpshortlist.com/software/etoro-connector"
      },
      {
        "id": "expensify",
        "name": "Expensify",
        "url": "https://mcpshortlist.com/software/expensify"
      },
      {
        "id": "factset",
        "name": "FactSet AI-Ready Data",
        "url": "https://mcpshortlist.com/software/factset"
      },
      {
        "id": "financial-datasets",
        "name": "Financial Datasets",
        "url": "https://mcpshortlist.com/software/financial-datasets"
      },
      {
        "id": "fiscal-ai",
        "name": "Fiscal.ai",
        "url": "https://mcpshortlist.com/software/fiscal-ai"
      },
      {
        "id": "fitch-solutions",
        "name": "Fitch Solutions",
        "url": "https://mcpshortlist.com/software/fitch-solutions"
      },
      {
        "id": "flourish-financial",
        "name": "Flourish Financial",
        "url": "https://mcpshortlist.com/software/flourish-financial"
      },
      {
        "id": "fmp",
        "name": "FMP",
        "url": "https://mcpshortlist.com/software/fmp"
      },
      {
        "id": "freshbooks",
        "name": "FreshBooks",
        "url": "https://mcpshortlist.com/software/freshbooks"
      },
      {
        "id": "gemini-mcp",
        "name": "Gemini",
        "url": "https://mcpshortlist.com/software/gemini-mcp"
      },
      {
        "id": "glg",
        "name": "GLG",
        "url": "https://mcpshortlist.com/software/glg"
      },
      {
        "id": "gocardless",
        "name": "GoCardless",
        "url": "https://mcpshortlist.com/software/gocardless"
      },
      {
        "id": "grasp",
        "name": "Grasp",
        "url": "https://mcpshortlist.com/software/grasp"
      },
      {
        "id": "grasshopper-bank",
        "name": "Grasshopper Bank",
        "url": "https://mcpshortlist.com/software/grasshopper-bank"
      },
      {
        "id": "guidepoint",
        "name": "Guidepoint",
        "url": "https://mcpshortlist.com/software/guidepoint"
      },
      {
        "id": "gusto",
        "name": "Gusto",
        "url": "https://mcpshortlist.com/software/gusto"
      },
      {
        "id": "hanover-park",
        "name": "Hanover Park",
        "url": "https://mcpshortlist.com/software/hanover-park"
      },
      {
        "id": "hebbia",
        "name": "Hebbia",
        "url": "https://mcpshortlist.com/software/hebbia"
      },
      {
        "id": "ibisworld",
        "name": "IBISWorld",
        "url": "https://mcpshortlist.com/software/ibisworld"
      },
      {
        "id": "ice-data-services",
        "name": "ICE Data Services",
        "url": "https://mcpshortlist.com/software/ice-data-services"
      },
      {
        "id": "vdr-ideals",
        "name": "Ideals",
        "url": "https://mcpshortlist.com/software/vdr-ideals"
      },
      {
        "id": "interactive-brokers",
        "name": "Interactive Brokers (IBKR)",
        "url": "https://mcpshortlist.com/software/interactive-brokers"
      },
      {
        "id": "intuit-credit-karma",
        "name": "Intuit Credit Karma",
        "url": "https://mcpshortlist.com/software/intuit-credit-karma"
      },
      {
        "id": "quickbooks",
        "name": "Intuit QuickBooks",
        "url": "https://mcpshortlist.com/software/quickbooks"
      },
      {
        "id": "intuit-turbotax",
        "name": "Intuit TurboTax",
        "url": "https://mcpshortlist.com/software/intuit-turbotax"
      },
      {
        "id": "keel",
        "name": "Keel",
        "url": "https://mcpshortlist.com/software/keel"
      },
      {
        "id": "kepler",
        "name": "Kepler",
        "url": "https://mcpshortlist.com/software/kepler"
      },
      {
        "id": "kick-co",
        "name": "Kick",
        "url": "https://mcpshortlist.com/software/kick-co"
      },
      {
        "id": "light",
        "name": "Light",
        "url": "https://mcpshortlist.com/software/light"
      },
      {
        "id": "london-stock-exchange-group",
        "name": "LSEG",
        "url": "https://mcpshortlist.com/software/london-stock-exchange-group"
      },
      {
        "id": "lumonic",
        "name": "Lumonic",
        "url": "https://mcpshortlist.com/software/lumonic"
      },
      {
        "id": "lunarcrush",
        "name": "LunarCrush",
        "url": "https://mcpshortlist.com/software/lunarcrush"
      },
      {
        "id": "mastercard-developers",
        "name": "Mastercard Developers",
        "url": "https://mcpshortlist.com/software/mastercard-developers"
      },
      {
        "id": "mercury",
        "name": "Mercury",
        "url": "https://mcpshortlist.com/software/mercury"
      },
      {
        "id": "meridian-connector-for-quickbooks",
        "name": "Meridian Connector for QuickBooks",
        "url": "https://mcpshortlist.com/software/meridian-connector-for-quickbooks"
      },
      {
        "id": "mollie",
        "name": "Mollie",
        "url": "https://mcpshortlist.com/software/mollie"
      },
      {
        "id": "moodys-analytics",
        "name": "Moody's Credit MCP",
        "url": "https://mcpshortlist.com/software/moodys-analytics"
      },
      {
        "id": "morningstar",
        "name": "Morningstar",
        "url": "https://mcpshortlist.com/software/morningstar"
      },
      {
        "id": "morningstar-credit-analytics",
        "name": "Morningstar Credit Analytics",
        "url": "https://mcpshortlist.com/software/morningstar-credit-analytics"
      },
      {
        "id": "msci",
        "name": "MSCI Connector",
        "url": "https://mcpshortlist.com/software/msci"
      },
      {
        "id": "mt-newswires",
        "name": "MT Newswires",
        "url": "https://mcpshortlist.com/software/mt-newswires"
      },
      {
        "id": "myob",
        "name": "MYOB",
        "url": "https://mcpshortlist.com/software/myob"
      },
      {
        "id": "oracle-netsuite",
        "name": "NetSuite",
        "url": "https://mcpshortlist.com/software/oracle-netsuite"
      },
      {
        "id": "omega-point",
        "name": "Omega Point",
        "url": "https://mcpshortlist.com/software/omega-point"
      },
      {
        "id": "onchaindiligence",
        "name": "OnChainDiligence",
        "url": "https://mcpshortlist.com/software/onchaindiligence"
      },
      {
        "id": "ontra",
        "name": "Ontra",
        "url": "https://mcpshortlist.com/software/ontra"
      },
      {
        "id": "orion-advisor-solutions",
        "name": "Orion",
        "url": "https://mcpshortlist.com/software/orion-advisor-solutions"
      },
      {
        "id": "oxford-economics",
        "name": "Oxford Economics",
        "url": "https://mcpshortlist.com/software/oxford-economics"
      },
      {
        "id": "paperoffice",
        "name": "PaperOffice",
        "url": "https://mcpshortlist.com/software/paperoffice"
      },
      {
        "id": "paypal",
        "name": "PayPal",
        "url": "https://mcpshortlist.com/software/paypal"
      },
      {
        "id": "paytm-for-business",
        "name": "Paytm Payment Gateway",
        "url": "https://mcpshortlist.com/software/paytm-for-business"
      },
      {
        "id": "picpay",
        "name": "PicPay",
        "url": "https://mcpshortlist.com/software/picpay"
      },
      {
        "id": "pigment",
        "name": "Pigment",
        "url": "https://mcpshortlist.com/software/pigment"
      },
      {
        "id": "pine-labs-payments-assistant",
        "name": "Pine Labs Payments Assistant",
        "url": "https://mcpshortlist.com/software/pine-labs-payments-assistant"
      },
      {
        "id": "pinegap",
        "name": "Pinegap",
        "url": "https://mcpshortlist.com/software/pinegap"
      },
      {
        "id": "pitchbook",
        "name": "PitchBook Premium",
        "url": "https://mcpshortlist.com/software/pitchbook"
      },
      {
        "id": "plaid",
        "name": "Plaid Developer Tools",
        "url": "https://mcpshortlist.com/software/plaid"
      },
      {
        "id": "pocketsmith-complete-access",
        "name": "PocketSmith Complete Access",
        "url": "https://mcpshortlist.com/software/pocketsmith-complete-access"
      },
      {
        "id": "privacy",
        "name": "Privacy.com",
        "url": "https://mcpshortlist.com/software/privacy"
      },
      {
        "id": "qonto",
        "name": "Qonto",
        "url": "https://mcpshortlist.com/software/qonto"
      },
      {
        "id": "quartr",
        "name": "Quartr",
        "url": "https://mcpshortlist.com/software/quartr"
      },
      {
        "id": "ramp",
        "name": "Ramp",
        "url": "https://mcpshortlist.com/software/ramp"
      },
      {
        "id": "ramp-data",
        "name": "Ramp Data",
        "url": "https://mcpshortlist.com/software/ramp-data"
      },
      {
        "id": "ratehub-mortgage",
        "name": "Ratehub Mortgage",
        "url": "https://mcpshortlist.com/software/ratehub-mortgage"
      },
      {
        "id": "revolut-x-67e1d4",
        "name": "Revolut X",
        "url": "https://mcpshortlist.com/software/revolut-x-67e1d4"
      },
      {
        "id": "rillet",
        "name": "Rillet",
        "url": "https://mcpshortlist.com/software/rillet"
      },
      {
        "id": "rockhopper",
        "name": "Rockhopper",
        "url": "https://mcpshortlist.com/software/rockhopper"
      },
      {
        "id": "s-p-global",
        "name": "S&P - Deterministic Retrieval",
        "url": "https://mcpshortlist.com/software/s-p-global"
      },
      {
        "id": "s-p-global-adaptive-retrieval",
        "name": "S&P Global - Adaptive Retrieval",
        "url": "https://mcpshortlist.com/software/s-p-global-adaptive-retrieval"
      },
      {
        "id": "square",
        "name": "Square",
        "url": "https://mcpshortlist.com/software/square"
      },
      {
        "id": "stripe",
        "name": "Stripe",
        "url": "https://mcpshortlist.com/software/stripe"
      },
      {
        "id": "stub",
        "name": "stub",
        "url": "https://mcpshortlist.com/software/stub"
      },
      {
        "id": "sumsub",
        "name": "Sumsub",
        "url": "https://mcpshortlist.com/software/sumsub"
      },
      {
        "id": "superbooks",
        "name": "SuperBooks",
        "url": "https://mcpshortlist.com/software/superbooks"
      },
      {
        "id": "tabs",
        "name": "Tabs",
        "url": "https://mcpshortlist.com/software/tabs"
      },
      {
        "id": "taxact",
        "name": "TaxAct",
        "url": "https://mcpshortlist.com/software/taxact"
      },
      {
        "id": "texttoquant",
        "name": "TEXT TO QUANT",
        "url": "https://mcpshortlist.com/software/texttoquant"
      },
      {
        "id": "third-bridge",
        "name": "Third Bridge",
        "url": "https://mcpshortlist.com/software/third-bridge"
      },
      {
        "id": "ticket-tailor",
        "name": "Ticket Tailor",
        "url": "https://mcpshortlist.com/software/ticket-tailor"
      },
      {
        "id": "tiller",
        "name": "Tiller",
        "url": "https://mcpshortlist.com/software/tiller"
      },
      {
        "id": "twelvedata",
        "name": "Twelve Data",
        "url": "https://mcpshortlist.com/software/twelvedata"
      },
      {
        "id": "vanguard-advisor-tools",
        "name": "Vanguard Advisor Tools",
        "url": "https://mcpshortlist.com/software/vanguard-advisor-tools"
      },
      {
        "id": "verisk-underwriting-intelligence",
        "name": "Verisk Underwriting Intelligence",
        "url": "https://mcpshortlist.com/software/verisk-underwriting-intelligence"
      },
      {
        "id": "verisk-xactrestore",
        "name": "Verisk XactRestore",
        "url": "https://mcpshortlist.com/software/verisk-xactrestore"
      },
      {
        "id": "vianexus-vast",
        "name": "viaNexus vAST",
        "url": "https://mcpshortlist.com/software/vianexus-vast"
      },
      {
        "id": "vibeprospecting",
        "name": "Vibe Prospecting",
        "url": "https://mcpshortlist.com/software/vibeprospecting"
      },
      {
        "id": "wealth-com",
        "name": "Wealth.com",
        "url": "https://mcpshortlist.com/software/wealth-com"
      },
      {
        "id": "wealthbox",
        "name": "Wealthbox",
        "url": "https://mcpshortlist.com/software/wealthbox"
      },
      {
        "id": "webull",
        "name": "Webull",
        "url": "https://mcpshortlist.com/software/webull"
      },
      {
        "id": "xero",
        "name": "Xero",
        "url": "https://mcpshortlist.com/software/xero"
      },
      {
        "id": "yardi-virtuoso",
        "name": "Yardi Virtuoso",
        "url": "https://mcpshortlist.com/software/yardi-virtuoso"
      },
      {
        "id": "zacks-data",
        "name": "Zacks Data",
        "url": "https://mcpshortlist.com/software/zacks-data"
      },
      {
        "id": "zocks",
        "name": "Zocks",
        "url": "https://mcpshortlist.com/software/zocks"
      },
      {
        "id": "zoho-books",
        "name": "Zoho Books",
        "url": "https://mcpshortlist.com/software/zoho-books"
      }
    ],
    "subcategories": [
      {
        "id": "accounting",
        "label": "Accounting",
        "what": "Software that keeps a company’s books.",
        "also": ["bookkeeping", "ledger", "accounts", "financial close", "consolidation"],
        "url": "https://mcpshortlist.com/accounting",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "accounts-payable",
        "label": "Accounts payable",
        "what": "Software that receives supplier bills, approves them and pays them.",
        "also": ["ap automation", "bill pay", "supplier invoices", "vendor payments"],
        "url": "https://mcpshortlist.com/accounts-payable",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "accounts-receivable",
        "label": "Accounts receivable",
        "what": "Software that chases unpaid invoices and collects them.",
        "also": ["ar automation", "collections", "dunning", "cash collection"],
        "url": "https://mcpshortlist.com/accounts-receivable",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "budgeting-and-forecasting",
        "label": "Budgeting and forecasting",
        "what": "Software that builds budgets and forecasts.",
        "also": ["fp&a", "financial planning", "budgets", "forecasting"],
        "url": "https://mcpshortlist.com/budgeting-and-forecasting",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "business-banking",
        "label": "Business banking",
        "what": "Services that hold a company’s accounts and move its money.",
        "also": ["bank accounts", "transfers", "business account"],
        "url": "https://mcpshortlist.com/business-banking",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "crypto",
        "label": "Crypto and blockchain",
        "what": "Services that trade crypto assets or read what happens on a blockchain.",
        "also": ["wallets", "exchanges", "on-chain data", "web3"],
        "url": "https://mcpshortlist.com/crypto",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "equity-management",
        "label": "Equity management",
        "what": "Software that records who owns what in a company.",
        "also": ["cap table", "shares", "stock options", "fundraising"],
        "url": "https://mcpshortlist.com/equity-management",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "erp",
        "label": "ERP",
        "what": "Software that runs a company’s finance, stock and operations in one system.",
        "also": ["enterprise resource planning", "operations", "back office"],
        "url": "https://mcpshortlist.com/erp",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "expense-management",
        "label": "Expense management",
        "what": "Software that tracks what employees spend and the cards they pay with.",
        "also": ["spend management", "expense reports", "corporate cards", "receipts"],
        "url": "https://mcpshortlist.com/expense-management",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "fraud-prevention",
        "label": "Fraud prevention",
        "what": "Software that spots fraudulent payments and accounts.",
        "also": ["fraud detection", "risk scoring", "chargebacks", "identity verification"],
        "url": "https://mcpshortlist.com/fraud-prevention",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "insurance",
        "label": "Insurance",
        "what": "Software and services for insurance policies and claims.",
        "also": ["policies", "claims", "underwriting"],
        "url": "https://mcpshortlist.com/insurance",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "investment-management",
        "label": "Investment management",
        "what": "Software that follows investment portfolios for advisers and investors.",
        "also": ["wealth management", "portfolio management", "portfolios", "advisers", "asset management"],
        "url": "https://mcpshortlist.com/investment-management",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "invoicing",
        "label": "Invoicing",
        "what": "Software that writes invoices and follows their payment.",
        "also": ["invoices", "billing", "estimates", "billing clients"],
        "url": "https://mcpshortlist.com/invoicing",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "market-data",
        "label": "Market data",
        "what": "Services that give prices, filings and research on stocks and markets.",
        "also": ["stocks", "financial data", "filings", "equity research", "quotes"],
        "url": "https://mcpshortlist.com/market-data",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "payments",
        "label": "Payments",
        "what": "Services that take payments from customers.",
        "also": ["checkout", "card payments", "refunds", "payment gateway", "payment processing"],
        "url": "https://mcpshortlist.com/payments",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "personal-finance",
        "label": "Personal finance",
        "what": "Software that follows your own accounts, budget and spending.",
        "also": ["budget", "bank feeds", "spending", "net worth"],
        "url": "https://mcpshortlist.com/personal-finance",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "procurement",
        "label": "Procurement",
        "what": "Software that handles what a company buys and from whom.",
        "also": ["purchasing", "suppliers", "vendors", "purchase orders"],
        "url": "https://mcpshortlist.com/procurement",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "subscription-billing",
        "label": "Subscription billing",
        "what": "Software that charges customers on a recurring plan and reports the revenue.",
        "also": ["subscription management", "recurring billing", "subscriptions", "mrr"],
        "url": "https://mcpshortlist.com/subscription-billing",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "tax",
        "label": "Tax",
        "what": "Software that calculates and files taxes.",
        "also": ["sales tax", "vat", "tax filing"],
        "url": "https://mcpshortlist.com/tax",
        "category": "finance",
        "software": [],
        "not_listed": []
      },
      {
        "id": "treasury",
        "label": "Treasury",
        "what": "Software that shows a company’s cash across its banks and plans it.",
        "also": ["cash management", "cash flow", "cash forecasting", "liquidity"],
        "url": "https://mcpshortlist.com/treasury",
        "category": "finance",
        "software": [],
        "not_listed": []
      }
    ]
  },
  "note": "Categories and sub-categories are ours. A product under \"software\" was sorted by us. A product \"not sorted yet\" sits in a category because the Claude connectors directory files it there. \"not_listed\" means not found in that directory, never \"has no connector\"."
}
```