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118,435 servers. Updated
20 Best Web Scraping MCP Servers: compared and ranked, November 2026Ranked from 2,071 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    maintenance
    Enables AI clients to query financial news from Yahoo Finance, CNBC, configurable RSS feeds, and 鉅亨網 (cnYES), and to fetch historical OHLCV market data from Yahoo and Investing.com. Supports stock and keyword search, category subscriptions, time filtering, article body extraction, and stdio integration with Cursor, Claude Desktop, and Spring AI.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with Qonto's Business API for banking operations. Supports all API key-accessible endpoints for managing business banking transactions and account information.
    19 PyPI
    3
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to query Korean listed companies' financial statements, public disclosures, executive information, and shareholder structures in real-time using the DART API.
    2
    -
  • A
    license
    D
    quality
    D
    maintenance
    Enables bank identification number (BIN) lookups via the Bin Lookup Checker API. It allows users to retrieve information about card issuers, card types, and brands using a specific BIN.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables plain-language growth marketing maths — CAC, LTV, ROAS, PPC forecasts, budgets, CLV and ecommerce metrics — alongside SEO and AI-visibility checks such as robots.txt AI-crawler audits, JSON-LD schema and meta tag generation. It is free, read-only and needs no authentication or API key.
    3
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for querying Glory trust products and corporate secretarial services. It enables users to search and retrieve detailed information about family trusts, employee trusts, and offshore company services across multiple jurisdictions.
    2 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides access to KfW funding programs for residential building energy efficiency renovations in Germany. Enables users to list programs, check eligibility, calculate funding amounts, and get detailed information about specific KfW loans and grants.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables agents and capital allocators to query read-only on-chain and venue evidence about a counterparty before paying or hiring it, and about a vault before depositing, with each figure timestamped and sourced.
    -
  • A
    license
    A
    quality
    B
    maintenance
    CNN's Fear & Greed index for the US stock market: current score and rating, the seven component indicators, and about a year of daily history. Go standard library only, no API key required.
    1
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables users and AI agents to resolve tickers, CIKs, or company names to official SEC entity data and retrieve recent EDGAR filings, XBRL financial facts, and optional filing-text excerpts. It delivers structured, source-linked rows for research and tooling, with schema-versioned output and machine-readable error codes.
    7
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides read-only tools to query live Polymarket prediction-market data via the public Gamma API, enabling search, browsing, and detailed market and event information.
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    IBAN validation across 89 countries, BIC/SWIFT and Swiss clearing lookup, batch validation, payment-reference, postal-address and Swiss QR-bill checks for AI agents. Connect via MCP or the REST API. Includes free quotas, paid credits and a Pro subscription. SEPA and country-risk indicators support payment-data checks; they do not confirm account ownership or replace beneficiary AML/KYC screening.
    13
    491 npm
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Integrates the Metis FCA Handbook AI Harness into Claude Desktop to analyze FCA Handbook applicability for financial products, services, or firms, returning structured compliance reasoning with verbatim citations.
    1
    104 PyPI
    MIT
  • A
    license
    A
    quality
    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.
    2
    5
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server for programmatic read-only access to RiseUp cashflow data, allowing AI assistants to retrieve budget information via natural language.
    7
    1,375 npm
    38
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables currency conversion and exchange rate lookups using real ECB reference rates, free and without an API key. Supports natural language queries like 'convert 100 USD to EUR' or 'what's the exchange rate between GBP and JPY?'.
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Compares AI coding tool spend before and after a migration -- Cursor, Claude Code, GitHub Copilot, OpenCode, Codex CLI -- via an MCP server, real numbers from each vendor's own API or local logs.
    1
    19 npm
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Free MCP server for real-time cryptocurrency data. Get token prices, market overview, top movers, historical charts, and detailed token info directly in Claude Code, Cursor, or any MCP-compatible AI tool. Powered by CoinGecko with 70+ token mappings and built-in caching.
    5
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables Claude to run read-only SQL queries against the DWH.facturas table in SQL Server, including discovering its columns and asking natural-language questions about invoice data.
    2
    -
  • A
    license
    A
    quality
    B
    maintenance
    RiskModels decomposes any US stock or portfolio into market, sector, subsector, and residual risk components with executable ETF hedge ratios — enabling portfolio managers to understand risk exposure and construct precise hedges programmatically.
    10
    24
    38 npm
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Lets an AI agent read a YNAB budget and ask plain-language questions about it — where money went, what still needs a category, whether an account matches the bank, and when money would run out. Changes such as categorising, splitting or budgeting are read-only by default, and every write is previewed, explicitly confirmed, and undoable.
    19
    87 PyPI
    5
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server for accessing real-time AWS pricing information and providing cost analysis capabilities, with no AWS credentials required.
    9
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables LLMs to read and manage Splitwise groups, friends, balances, expenses, comments, notifications, and to resolve people and categories by name via the Splitwise API v3.0, with writes disabled by default and available over stdio or streamable-http behind a bearer token.
    33
    2
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Answers questions about what businesses in a given industry sell for by returning median and interquartile-range EV/EBITDA and EV/Revenue multiples by industry and deal size, with industry comparisons and year-by-year trends from disclosed 2018-2026 transactions. Every figure carries its deal count, thin cells are withheld rather than estimated, and no API key is needed.
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Read-only, masked views of a local US tax workspace: the documents, each form's checks and the to-do list. Every answer is masked (digits and names hidden), so a cloud agent never sees an amount, name or account number.
    5
    132 PyPI
    MIT