Skip to main content
Glama
114,498 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, November 2026Ranked from 5,034 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"A tool for real-time error detection in web browsers" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    B
    maintenance
    Connects to Korea's MOLIT real estate API to provide 14+ tools for live transaction data and financial scenarios like buy now, buy later, or invest only based on income and savings.
    16
    379
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    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
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables retrieval and filtering of Indiana Bureau of Motor Vehicles (BMV) locations, including branches, self-service kiosks, and motorcycle training sites.
    195 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to discover official public data sources, inspect their metadata and endpoint parameters, and execute live queries through a unified response envelope with a 500 ms budget.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Japanese real-estate actual transaction prices and official land prices (official MLIT Reinfolib data): search by area, period, and property type, with published land-price reference points.
    -
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables natural-language queries about Korean addresses and apartment complexes to retrieve official MOLIT transaction records, including sales, jeonse, monthly rent, period statistics, monthly trends, and exclusive-area filters. It requires no API key and supports ambiguous-location candidate resolution.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server that silently monitors state changes in structured data sources (e.g., government open data) and provides a pull-based channel for AI agents to retrieve real mutations since their last cursor.
    -
  • 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
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for querying Israeli government real estate data, enabling property deal searches, market trend analysis, and address retrieval.
    4
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Official MCP server for 1acre.in, enabling lookup of survey numbers, browsing cadastral data, and generating land-intelligence reports for India's verified land marketplace through MCP-compatible clients.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Finds companies registered at JUCESP from a partner's name, CPF, or CNPJ, returning the NIRE of each participation. It is a read-only MCP server hosted at api.mcp.ai.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides real-time access to Israeli emergency alerts from the official Pikud Haoref (Home Front Command) API. Enables AI assistants to check current alerts, retrieve alert history with intelligent city filtering, and monitor emergency notifications including rocket alerts, aerial intrusions, and earthquakes.
    5
    -
  • A
    license
    A
    quality
    B
    maintenance
    MCP server for Italian cadastral, geospatial and real estate data (catasto) for AI agents: geocoding on 18.7M+ addresses, 85M+ parcel profiles, risk, solar potential, valuations, administrative lists. Free Zornade API key.
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables users to search and query information about military service alternative companies in South Korea through the Military Manpower Administration (MMA) API. Supports filtering by service type, industry, company size, location, and recruitment status.
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for structured Australian macroeconomic and financial data from the Australian Bureau of Statistics (ABS), the Reserve Bank of Australia (RBA), and the Australian Prudential Regulation Authority (APRA).
    14
    142 PyPI
    4
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to look up US NHTSA and EU Safety Gate car recalls and complaints, compare a model's years by risk score, check UK MOT failure rates, retrieve EU vehicle specifications with WLTP CO2 and fuel consumption, and verify Cyprus company records, EU VAT numbers via VIES and LEIs. It draws only on official open data and is hosted through Apify, so nothing needs to be installed.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Facilitates retrieval of National Park Services data using the NPS API, allowing users to list national parks by state and access detailed information about specific parks.
    32,162 npm
    3
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Exposes Denmark's Statistical Bureau API as programmable resources, making it easy to integrate with language models and modern AI applications to enable natural language queries for statistical data.
    18
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Torify gives AI agents the Japanese locale primitives that standard libraries lack — imperial era date conversion (wareki), qualified invoice number validation with NTA registry lookup, corporate number lookup (法人番号), postal code resolution, name romanization (Hepburn), and kanji-to-kana conversion via Yahoo! JLP. 31 endpoints total. No authentication required for MCP. Pay-per-call $0.02/call via
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables natural language access to Denmark's Statistics API (Danmarks Statistik), allowing users to query and analyze Danish statistical data without coding knowledge through AI-powered interactions.
    MIT
  • F
    license
    Not graded
    quality
    Not graded
    maintenance
    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.
    -
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to verify and search business entities across US state and international company registries, providing real-time confirmation of legal existence, status, and filings.
    9
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables LLM agents to retrieve normalized US-GAAP financial statements from SEC EDGAR—income statement, balance sheet, and cash flow—with point-in-time as-reported figures and per-value SEC source provenance for citation.
    6
    63 PyPI
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    runwayMCP enables job seekers to evaluate US job postings by automatically checking a company's H-1B sponsorship history using real USCIS data, helping them avoid wasting time on roles that won't sponsor visas.
    10
    1
    MIT