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117,317 servers. Updated
20 Best Web Scraping MCP Servers: compared and ranked, November 2026Ranked from 2,036 matching servers on stars, growth, downloads and maintenance. Updated .

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"Web scraping and content extraction" matching MCP servers:

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  • A
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    Enables querying and searching GOV.UK content through the Pipeworx MCP gateway, integrating with 673+ data sources for AI agent access.
    444 npm
    MIT
  • F
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    Provides UK company lookups via Companies House, web scraping, and search tools designed to be context-efficient for AI agents. It includes integrated micro-payment monetization and supports data extraction and format conversion.
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  • A
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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
  • F
    license
    B
    quality
    D
    maintenance
    MCP server for answering questions about official statistics from a single publication URL, with tools to check query scope, retrieve overview, text, data files, and search.
    5
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  • A
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    B
    maintenance
    Enables discovery and querying of UK public data for infrastructure, geology, and preliminary ground investigations, including boreholes, environmental monitoring, planning, mapping, and traffic, plus cited desk studies and ground-investigation gap planning.
    MIT
  • A
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    A
    quality
    D
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    MCP server for querying Taiwan's real estate transaction registry via web scraping of the Ministry of the Interior's official portal. Enables natural language queries for real estate sales, rentals, and pre-sale housing data.
    1
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    CompanyLens MCP gives your AI assistant access to real corporate data from official government sources. No web scraping, no hallucinations — verified data from SEC EDGAR, UK Companies House, OpenSanctions, and USAspending.gov.
    5
    201 npm
    4
    MIT
  • A
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    A
    quality
    C
    maintenance
    Provides AI access to Korea's land use planning, urban regulations, and permit information through natural language queries. It integrates tools for land analysis, regulation verification, and public notice scraping to prevent hallucinations in property-related AI applications.
    8
    19
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables users to search and retrieve Australian legislation and case law with full-text content extraction. Provides structured results with citation metadata and OCR support for archival PDFs.
    12
    16 npm
    41
    Apache 2.0
  • F
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    A
    quality
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    Enables AI assistants to perform OSINT investigations, web searches, deep website scraping, contact extraction, and Brazilian company data enrichment via CNPJ, including 360-degree company and person lookups.
    6
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    Provides live wait times and office details for all 60 Oregon DMV field offices by scraping the ODOT website, with no authentication required.
    6 npm
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Enables AI assistants to access and analyze NOAA electronic navigational charts with S-57 format parsing, supporting coordinate-based chart discovery, navigation feature extraction, and maritime safety queries.
    10 npm
    1
    ISC
  • A
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    A
    maintenance
    Read-only MCP server for searching Japanese government procurement bid notices (官公需) from the SME Agency's KKJ portal. Includes AI ranking, PDF requirement extraction, and CSV/calendar export.
    49 npm
    Apache 2.0
  • A
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    B
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    Enables secure, read-only querying of the e-SUS APS/PEC PostgreSQL data warehouse for clinical extraction, care-line tracking, audit, and public-health indicator monitoring through LGPD-compliant anonymization.
    1
    MIT
  • A
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    Not graded
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    D
    maintenance
    MCP server that provides real-time, high-quality tender information from Taiwan's government e-procurement website via enhanced web scraping, enabling AI to query and analyze procurement opportunities.
    15
    MIT
  • A
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    C
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    Enables searching Korean procurement notices from the public data portal, with support for integrated search across categories, flexible date ranges, and attachment extraction.
    MIT
  • A
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    quality
    C
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    Enables searching and querying Greek government open data (data.gov.gr) datasets through CKAN API, including full metadata retrieval and tabular data extraction.
    490 npm
    MIT
  • A
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    C
    maintenance
    Provides AI assistants with citable access to Bernese laws (BSG) and administrative court rulings (Verwaltungsgericht Bern) via search, retrieval by number, and article extraction.
    MIT
  • A
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    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