Skip to main content
Glama
107,363 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 4,365 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"A browser" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI clients to access Chinese and global trademark data, including search, announcements, classification, review documents, transfer records, and applicant risk clues through the Quandashi platform.
    6 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for Finnish public procurement notices (Hilma). Enables searching and retrieving procurement notices directly from Claude without a separate browser.
    4
    25 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables an AI client to search Australian federal and South Australian government open data catalogues, inspect a dataset file's schema and sample rows, then run read-only SQL over the full file in a sandboxed DuckDB. Every answer carries the source URL, publisher and licence, with extra tools for ABN checksum validation and Australian financial-year dates.
    8
    MIT
  • A
    license
    B
    quality
    D
    maintenance
    Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.
    13
    MIT
  • A
    license
    C
    quality
    D
    maintenance
    Enables AI assistants to search and retrieve peer-reviewed academic articles exclusively from Springer Nature's open access collection. It provides a specialized mode for research-driven conversations, allowing users to toggle scholarly-only search and fetch full article content.
    4
    1
    ISC
  • A
    license
    Not graded
    quality
    A
    maintenance
    Read-only access to the AI Visibility Index: the measured share of answer that 20 SaaS and 24 crypto brands hold across ChatGPT, Perplexity and Gemini, re-measured weekly on a frozen prompt panel with every past release kept at a permanent URL. Five tools — full index, one brand, brand list, complete history, methodology — served from dabyte.ai and dablock.ai with no API key and no auth; the data
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for querying the Central Bank of Brazil's 'Valores a Receber' (amounts to receive) service, providing read-only access to official data through natural language with a hosted server and prepaid credits.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Read-only MCP server for querying official Brazilian government data on agreements (convênios) from Portal da Transparência, with pay-per-use pricing and no platform credentials required.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables querying S&P 500 company data from Supabase through MCP tools covering company fundamentals and financials, historical price data, news with sentiment filtering, executive officers, and SEC filings. Ambiguous company names are resolved via elicitation, and embedded MCP App UI resources provide browsable, chart-ready views of the results.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables querying Argentina's national time-series data from apis.datos.gob.ar through natural language, as part of the Pipeworx MCP gateway.
    9 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server for analyzing Canadian federal spending data, offering tools for contract search, NLP, semantic search, anomaly detection, and money-flow tracing.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables searching and retrieving California state grant opportunities, including filters by status, category, and agency, without requiring an API key.
    10 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables searching and analyzing Australian Commonwealth grant opportunities and awarded grants from grants.gov.au, including recipient lookups and coverage checks.
    10 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables searching and querying Pennsylvania Open Data datasets via the Socrata API, including dataset search, SoQL queries, and metadata retrieval.
    18 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Access Washington State Department of Licensing (DOL) data including electric vehicle population counts and monthly vehicle registration transactions. Queries public Socrata datasets without authentication.
    8 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables querying official Bolsa Família program data from Brazil's transparency portal via a read-only MCP server, with prepaid per-query pricing and no platform credentials required.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables searching and querying Virginia Open Data (datahub.va.gov) via the Socrata API, providing tools to search datasets, run SoQL queries, and retrieve metadata.
    9 npm
    MIT