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97,619 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,678 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    maintenance
    Enables AI agents to query Bank Negara Malaysia's keyless public API for foreign exchange rates against MYR, Kijang Emas gold bullion prices, the Overnight Policy Rate, and Malaysian banks' base lending rates, plus arbitrary confirmed BNM endpoints. Runs standalone over stdio or through the Pipeworx gateway.
    64 npm
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables Claude to store and query personal finance transactions using semantic search. Transactions are persisted in ChromaDB and JSON, allowing natural language questions about spending trends and portfolio allocations.
    4
    MIT
  • F
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    quality
    D
    maintenance
    A Model Context Protocol (MCP) server for managing investment portfolios, enabling transaction tracking, position management, alerts, and daily snapshots with Google Drive sync.
    -
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    D
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    Enables MCP clients to search, browse, preview, and download CSMAR financial data using institutional IP authentication, no account or password required.
    4
    MIT
  • F
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    quality
    B
    maintenance
    Enables authenticated MCP clients to automate UI-only operations on Digital Invoicing Software via Playwright, including login/session checks, navigation, dashboards, invoice validation/edit/duplication/export, reporting, screenshots, and user management with per-tenant isolation.
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  • F
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    quality
    D
    maintenance
    A Model Context Protocol server that provides cryptocurrency data tools and resources via an HTTP endpoint. It enables users to fetch real-time market data from Binance, track activity logs, and generate cryptocurrency executive summaries.
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  • A
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    B
    maintenance
    Read-only market briefings with source evidence and freshness limits. Discover capabilities, check health, browse latest stories, retrieve a story by ID, and search the published archive. Public Streamable HTTP MCP; no credentials or trading execution.
    MIT
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    C
    maintenance
    Enables users to query IPVA (vehicle property tax) data from the official SEFAZ TO source via a read-only MCP tool.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to evaluate stablecoin treasury allocations by protecting upcoming obligations, calculating true surplus, stress-testing proposed investments, and returning explainable ALLOCATE, HOLD, or BLOCK decisions.
    4
    MIT
  • A
    license
    B
    quality
    B
    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
  • F
    license
    B
    quality
    A
    maintenance
    Enables local inspection of synthetic ACH files by parsing fixed-width records, validating structure and control totals, explaining findings, masking sensitive fields, repairing derived controls, and generating deterministic test files. All work happens on-device with no bank or network transmission.
    10
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  • A
    license
    C
    quality
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    maintenance
    A Model Context Protocol server that provides tools for interacting with Yahoo Finance, allowing users to retrieve stock prices, company information, and perform financial data comparisons.
    11
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Audit any Airbnb, VRBO, or STR listing URL for dollar-denominated revenue gaps. Free tier shows category grades and monthly losses. Pro tier unlocks ranked action plans.
    8 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Connects AI assistants to Wildberries and Ozon seller accounts for real-time access to sales, stocks, prices, finances, and reviews through official APIs.
    MIT
  • F
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    Not graded
    quality
    D
    maintenance
    Approval receipts for AI browser purchases. Enables purchase evaluation, approval recording, budget alerts, and receipt export.
    -
  • A
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    B
    maintenance
    Enables AI agents to run WorldQuant BRAIN alpha backtests via MCP, supporting expression submission, status tracking, result analysis, and batch resumption.
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides read-only access to Chinese A-share stock market data such as quotes, K-lines, financials, capital flows, news, and research reports via a stdio MCP server for DeepSeek Harness and other MCP clients.
    2
    GPL 3.0