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20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 4,365 matching servers on stars, growth, downloads and maintenance. Updated .

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    MCP server for Finnish public procurement notices (Hilma). Enables searching and retrieving procurement notices directly from Claude without a separate browser.
    4
    12 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to check whether a quote from the EU AI Act matches the right version on a given date, compare provisions across the 2024 and 2026 texts, and emit evidence records that anyone can recompute in a browser against signed corpus releases.
    6
    1
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables searching and reading Peru's National Systematized Jurisprudence from the Judiciary's public portal, including resolutions and arbitration award records, with full-text and exact-catalog filtering plus paginated results. Users can retrieve complete summaries, public PDF URLs, and complete Excel exports of a search without any authentication or browser.
    10
    1
    Apache 2.0
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    Enables searching and reading Peruvian Constitutional Court jurisprudence by querying both the current thematic systematization and the 2001-2018 historical resolutions inventory at once, returning them fused and deduplicated as a single source. Supports full-text search, exact filters (case number, parties, dates, chamber, district, type, keywords), thesaurus and thematic browsing, and full metadata plus complete reasoning text with public PDF links, without credentials or browser automation.
    9
    2
    Apache 2.0
  • A
    license
    A
    quality
    F
    maintenance
    Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.
    40
    52
    Apache 2.0
  • F
    license
    A
    quality
    C
    maintenance
    Enables natural language, read-only access to the SPA system of the Prefeitura Municipal de Teresina, allowing users to query process boxes, urgent deadlines, recent entries, triage briefings, and judicial documents via pure HTTP without a browser.
    12
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  • A
    license
    B
    quality
    B
    maintenance
    Enables AI assistants and automation tools to query and analyze Brazilian fiscal data, including CNPJ, Simples Nacional, NF-e, NFS-e, SPED, eSocial, tax regime comparison, and supplier risk assessment without requiring API keys.
    44
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables in-browser analysis of California county H3 hex datasets by exposing DuckDB-wasm tables over MCP tools for dataset listing and SQL querying, reached from a page-side agent loop over postMessage rather than HTTP. Results are computed in a Web Worker with external access disabled, so model-generated SQL stays confined to the loaded local tiles.
    Apache 2.0
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    C
    maintenance
    Enables AI assistants to search a directory of AI agencies, consultancies, and automation providers across Germany, Austria, and Switzerland, returning verified business profiles with type, location, service areas, and review status. Also surfaces federal, EU, regional, and cantonal funding programs for digitalization and AI, including rates, deadlines, and official sources.
    MIT
  • A
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    quality
    B
    maintenance
    Enables voice-driven hiring of licensed contractors, verification of their credentials against the Florida license registry, consent-logged visit tracking, and rule-based invoice reconciliation that separates proven work from disputed charges. It prepares a checkout for only the proven line items so the platform handles payment while the remainder waits for the homeowner.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables users to interact with Chile's SII tax authority through natural language, including checking tax documents, invoices, filings, and administrative requests. It supports browser-based login and optional write operations when explicitly enabled.
    1
    MIT