Skip to main content
Glama
117,104 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:

"Web Browser Named Chrome or Related Uses of Chrome" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables querying real-user Core Web Vitals field measurements — 75th-percentile LCP, INP, and CLS with distributions and ~40 weeks of history — for any origin or page that has enough Chrome traffic.
    416 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Per-unit cost of 13 back-office tasks done by a person vs by software, in the US, Greece and Ukraine, with an official statistic behind every hourly wage. Bundled data, works offline.
    5
    45 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides live access to Canadian economic data via the Bank of Canada's Valet API, including exchange rates, policy interest rates, CPI, bond yields, and commodity prices.
    4
    66 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Read-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.
    14
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Integrates Eurostat quality-of-life metrics and real-time job searching to help users find international internships in high-ranking European cities. It enables ranking cities based on personalized criteria like safety or transport and retrieves structured internship listings via the Tavily API.
    1
    -
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to search The Met's open-access collection by keyword with filters for images, on-view status, medium, and year range, and to fetch rich object details such as artist bio, dimensions, department, and gallery number. Also lists the museum's curatorial departments so searches can be scoped, all without an API key.
    532 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    PLEXUS federates the world's knowledge — government records, scientific literature, legal databases, financial data, cultural archives, and more — into a single normalized API. Get intelligence, not raw data. Pay per call in USDC via x402. No subscriptions, no API keys.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to search U.S. futures markets and retrieve weekly positioning data — open interest plus long, short, and net positions for speculators, hedgers, and small traders — including the latest report and historical trend time series.
    434 npm
    1
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides access to comprehensive U.S. economic data including GDP, personal income, and regional statistics via the Bureau of Economic Analysis API. It enables users to query datasets and retrieve specific economic indicators for states, counties, and industries through natural language.
    3
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides access to U.S. labor market data including employment statistics, Consumer Price Index inflation rates, and wage information. Users can query specific time series data or use shortcuts for common economic indicators like unemployment and industry-specific employment.
    3
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables named-entity attribution from Certificate Transparency logs (OV/EV only) for mapping legal-entity digital footprints and domain discovery via LLM-driven workflows.
    7
    34 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server for querying the FDSN Web Service Event APIs of multiple seismological datacenters and retrieving earthquake information as JSON.
    6
    2
    AGPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to search Twitter/X, YouTube, Reddit, Google, app-store listings, and 100+ other public web data endpoints via natural language, with prepaid credit or per-call USDC payment and no account or OAuth required.
    5
    3 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables radio line-of-sight checks over locally cached FABDEM terrain for points and routes, including Earth curvature, k-factor refraction, Fresnel-zone clearance, coverage gaps, and verdicts at named stops. It also supports terrain elevation/profile queries and tile prefetching for offline use.
    6
    AGPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    Search and read public Ashby job boards for named companies, with filtering, full job details, and side-by-side compensation comparison. No API key required.
    5
    319 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI apps to search real scholarly papers through OpenAlex and retrieve details, abstracts, citation counts, DOIs, open-access links, related papers, and citing papers.
    11
    816 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to search the SNAC Cooperative's index of archival collections and the people, families, and organizations linked to them, and to construct ArchiveGrid search links. It helps genealogists and historians discover which repositories hold papers and related collections.
    8
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides real-time quotes, smart search, and historical K-line data for A-share, Hong Kong, and US stock markets. Uses Tencent's free API with no key required, supporting stdio and Streamable HTTP transports.
    3
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to search and read public SAM.gov contract opportunity notices through the SAM.gov Get Opportunities API, filtering by posted date, keywords, NAICS, set-aside, and state, and fetching full details for a single notice. It is read-only, uses a user-supplied free API key that is never logged, and returns SAM.gov results summarized without ranking or scoring.
    3
    228 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables collection of patent-related information from PatSnap's API for trend analysis and reporting, providing tools for patent trends, word clouds, innovation wheels, and identification of top inventors, assignees, and litigated patents.
    10
    9 npm
    7
    MIT