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20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,247 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    Enables billing automation via natural language by creating a Composio MCP server that connects to Gmail, Google Sheets, Xero, and more for invoice generation, expense tracking, and payment processing.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables connecting to Shopify and Meta Ads through MCP tools to retrieve orders, revenue, COGS, and ad-performance metrics, and to generate a combined daily P&L and ad-performance spreadsheet.
    2
    MIT
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    B
    quality
    C
    maintenance
    Enables MCP clients to read Fortnox invoices and customers, validate receipts, and optionally perform approved write operations with strict safety controls.
    3
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    A collection of small MCP servers for macOS automation that expose Apple Mail, MoneyMoney, and Spotlight functionality as tools via AppleScript and command-line, enabling AI applications to search mail, manage contacts and transactions, and perform system-wide file searches through natural language.
    MIT
  • A
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    Enables AI agents to read connected bank accounts, transactions, and balances through the Lunch Flow Personal API using a personal API key.
    3
    661 npm
    MIT
  • A
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    A
    quality
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    maintenance
    A small MCP server that wraps MoneyMoney on macOS via AppleScript, exporting account lists and transactions (bookingDate, amount, name, purpose) as plists for invoice reconciliation, complementing a companion Apple Mail server.
    2
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Connects MCP clients such as Claude, Cursor, and Codex to a YNAB budget so users can ask about month health, cash position, overspent categories, uncategorized or unapproved transactions, subscriptions, recurring charges, and reconciliation. Read-only unless writes are explicitly enabled, in which case changes are logged with prior state and can be reverted.
    62
    39 PyPI
    3
    Apache 2.0
  • A
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    Enables Claude to read YNAB plans, accounts, categories, payees, and transactions, and to create, update, delete, categorize, approve, or bulk-edit transactions and assign funds to categories through a privately deployed Cloudflare connector.
    MIT
  • A
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    C
    maintenance
    A fast, safe MCP server for YNAB providing read-only budget access by default, with 28 tools for budgets, transactions, categories, payees, accounts, scheduled transactions, and server-computed analytics.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables read-only access to personal financial data and safe, audited classification-rule management via Claude Desktop.
    MIT
  • A
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    D
    maintenance
    Enables users to query IPVA (vehicle property tax) data from the official SEFAZ TO source via a read-only MCP tool.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A production-grade MCP server that provides tools to fetch historical stock data, company information, and technical indicators (SMA, EMA, RSI, MACD, Bollinger Bands) via yfinance, and includes a Flask web dashboard for visual analysis.
    -
  • A
    license
    A
    quality
    F
    maintenance
    Provides complete MCP access to Wave Accounting, enabling AI assistants to manage invoices, payments, customers, and bookkeeping via natural language.
    30
    106 npm
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    agentcentral is a hosted MCP server for Amazon sellers that connects Claude, ChatGPT, and other AI clients to Amazon Ads, Seller Central, inventory, orders, catalog, rankings, finance, and fulfillment data. It provides fast reads from pre-materialized Amazon data, scoped API keys, OAuth-based Amazon connections, encrypted tokens, per-tenant isolation, and guarded write tools with audit log
    100
    6
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables an MCP client such as Claude Code to run financial reports, query records, and create, update, void, delete, deactivate, email, or attach records in a company's QuickBooks Online books through the Accounting API. It runs locally over stdio with read and write tools separated, dry-run previews, an optional read-only mode, and a local audit log so the owner stays in control of every change.
    Apache 2.0
  • A
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    Not graded
    quality
    B
    maintenance
    Enables natural-language exploration of Lunch Money transactions, budgets, accounts, and recurring expenses via MCP, with read-only financial access.
    1
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    This server provides a robust interface for Binance spot trading operations, including secure management of API credentials, execution and management of spot orders, and monitoring of account balances and open orders.
    23 npm
    13
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to securely access and query QuickBooks Online accounting data through natural language, translating requests into structured queries and returning results for analysis, reporting, and financial workflows.
    -
  • A
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    quality
    C
    maintenance
    An unofficial, security-focused MCP server for Spliit that runs on Cloudflare Workers. It enables remote management of multiple Spliit groups, including reading balances and expenses, and safely preparing and committing drafts.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables MCP clients to read Webull account balances, positions, orders, stock quotes, historical bars, and US option market data, with live equity trading available only as an explicitly enabled opt-in.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Serves the free Frankfurter exchange-rate API as MCP tools over stateless Streamable HTTP on Cloudflare Workers, letting clients list supported currencies, fetch the latest rates, and look up historical rates for a given date. Each OpenAPI operation becomes one tool, with argument validation and per-IP rate limiting.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to inspect and extract invoice metadata from PDFs, Word documents, Excel files, and images, then synchronize and enrich the extracted data into an Excel ledger.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Give your AI agent the entire China A-share market: 55 datasets of prices, financials, capital flows, corporate events and futures/options, stored locally and queryable with read-only SQL. Built point-in-time with delisted stocks kept, so backtests don't lie — no account, no API key.
    12
    6
    664 PyPI
    973
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    This MCP server enables users to ask natural-language questions about their QuickBooks Online company and receive answers from its live data, with read-only access guaranteed by construction. It runs entirely locally, using tools for receivables, payables, profit/loss, balance sheet, and custom queries.
    8
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Daily market-regime context for trading agents: is the market risk-on or risk-off? Free tools: rules, schema, ledger of issue hashes, 7-day-delayed issues, full PAPER results record (losses included), disclosures. Paid tool: today's issue via x402, 0.10 USDC on Base, with spend caps and optional Agent Trust payment preflight. No track record; not investment advice.
    9
    278 PyPI
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Exposes 26 structured analytical tools over Climate Finance Update datasets, enabling fund-level financial analysis, portfolio aggregations, and data quality diagnostics without requiring the client to write data access code.
    26
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for structured Australian macroeconomic and financial data from the Australian Bureau of Statistics (ABS), the Reserve Bank of Australia (RBA), and the Australian Prudential Regulation Authority (APRA).
    14
    89 PyPI
    5
    MIT
  • A
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    A
    quality
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    maintenance
    An MCP-powered AI agent that audits your Gmail for recurring subscriptions, detects silent price increases, and flags unused services.
    6
    MIT