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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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    Enables Claude to search, browse, and read more than 20 million digitized historical US newspaper pages from the Library of Congress's Chronicling America archive, covering the 1700s through 1963. Queries can be filtered by date range, state, newspaper, or front pages only, and results include full OCR text with citations and links back to each scan and PDF.
    4
    MIT
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    Not graded
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    Enables searching USDA AMS Livestock Mandatory Price Reporting market news reports and reading dated price rows — direct slaughter cattle, boxed beef and pork cutouts, hogs and lamb — keeping low, high and weighted-average prices separate with each report's own basis fields. It also reports clearly when a requested date, section or commodity family has no AMS coverage instead of returning empty results.
    316 npm
    MIT
  • A
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    Enables AI assistants to search and read official news from the Luxembourg government press service (SIP) with tools for keyword search, semantic search, browsing latest news, and fetching full articles.
    7
    1
    MIT
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    Enables AI agents to query real-time, audited Brazilian public data on fuel and LPG prices, regulated medicine ceilings and Farmácia Popular eligibility, and basic food basket/cost-of-living indicators across all 27 states via MCP tools, prompts, and resources.
    11
    MIT
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    Enables MCP clients to read and search Brazilian municipal official gazettes from the Querido Diário public API, including resolving cities by name or IBGE ID and full-text gazette searches with filters.
    3
    MIT
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    MCP server to query UK higher-education open data including National Student Survey results, student outcomes, and graduate earnings. Data is downloaded locally from official sources and compared against benchmarks.
    5
    MIT
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    Enables searching Polish administrative areas and retrieving real estate transaction data from the official registry via geoportal.gov.pl.
    3
    1
    GPL 3.0
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    Enables AI agents to query Austria's entire company register (Firmenbuch) in plain language, providing official master data, annual accounts, and key ratios from a multi-tenant MCP server.
    18
    1
    MIT
  • A
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    A
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    Enables AI agents to discover, retrieve, compare, and analyze trusted macroeconomic statistics from central banks and international organizations, resolving concepts to official series with provenance and validation.
    6
    MIT
  • A
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    Look up Polish companies from any AI assistant: registry data (KRS, REGON, CEIDG), VAT white list checks before payments, and financial statements of 4.4M businesses. Read-only tools backed by official public registers.
    4
    MIT
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    Enables querying Swiss company data from official public sources: commercial register, UID register, and Swiss Official Gazette of Commerce, with per-company lookups and request budgets.
    6
    5 npm
    MIT
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    Enables users to discover matching public procurement notices from four official portals, with filters by keywords, CPV prefixes, and buyer country. Returns structured notice rows including buyer, deadline, value, codes, and link.
    1
    232 npm
    MIT
  • A
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    MCP server for official statistics from Statistics Finland (Tilastokeskus) — the StatFin database, exposed through the PxWeb API. Search 3000+ tables, inspect their dimensions, and pull data as JSON-stat2.
    4
    58 npm
    MIT
  • A
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    MCP server for amtsblattportal.ch — the Swiss official gazette portal (SHAB + 27 cantonal gazettes). Public procurement and official notices, person-data rubrics excluded by design.
    6
    56 PyPI
    MIT
  • F
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    Enables AI agents to query Japan's 47 prefectures' regional minimum wages from official MHLW statistics, including hourly rates, effective dates, and 24-year history.
    4
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    Exposes official UAE statistics from the Federal Competitiveness and Statistics Centre (FCSC) as callable tools, enabling AI assistants to discover datasets and fetch labelled data via the FCSC SDMX API.
    3
    ISC
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    Provides access to the official German Federal Legal Information Portal (rechtsinformationen.bund.de) enabling AI agents to search German federal laws, court decisions, and legal documentation with authoritative citations from official sources.
    5
    24
    MIT
  • A
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    Search official US government data from any MCP client: building permits from 10 city open-data portals, federal contract opportunities from SAM.gov with contracting-officer contacts, and the CMS NPI healthcare-provider registry. Open-source TypeScript server; data delivered via Apify's pay-per-result actors using your own Apify token.
    3
    MIT
  • A
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    quality
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    MCP server that surfaces cited official Japanese government data on Nankai Trough earthquake hazards, building safety standards, and routes users to official hazard maps without inventing numbers.
    6
    83 npm
    MIT
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    Enables AI clients to search and retrieve official bulletins, articles, and PDFs from the Melilla official gazette (BOME), including fast local index queries.
    19
    MIT
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    Enables natural language discovery, querying, and analysis of Thailand's official statistics from the National Statistical Office via SDMX REST API. It provides tools for searching dataflows, exploring structures, and fetching data with caching and bilingual support.
    8
    MIT
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    Check visa requirements for 39,585 passport-destination pairs in 15 languages. Returns visa type, required documents, application process, and travel tips from 136 official government sources. Free quick checks without API key.
    5
    89 npm
    1
    MIT
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    Search and retrieve detailed information about Swiss companies from the official Zefix register, including company profiles, corporate structures, and SHAB publications.
    6
    35 PyPI
    MIT
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    Fetches Croatian legislation from the Narodne novine official gazette with European ELI identifiers and verifiable citations. Provides tools to list issues, get act metadata, and fetch full text.
    4
    91 PyPI
    Apache 2.0