Skip to main content
Glama
117,397 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:

"Automating Browser for Rental Apartment Search and Export to Google Sheets" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to control a local Chromium browser via CDP for page snapshots, screenshots, human-like interactions, autonomous crawling, API/GraphQL reconnaissance, authenticated differential testing, and Burp-like intercept, repeater, and intruder workflows with scope enforcement and audit logging.
    MIT
  • A
    license
    C
    quality
    C
    maintenance
    Security-focused Firefox browser MCP server for penetration testing, built on Playwright, enabling vulnerability scanning, session manipulation, network inspection, and reconnaissance.
    40
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Read-only observation of a single live URL: parses static HTML to report security posture, forms, links, accessibility signals, and leaks, with described fixes. SSRF-gated and safe, never executes JavaScript.
    123 npm
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    GDB Enhanced Features MCP server for remote debugging and CTF exploitation with 41 specialized tools including ROP search, format-string detection, and memory patching.
    12
    -
  • A
    license
    A
    quality
    D
    maintenance
    Exports vulnerability and asset data from Rapid7 Command Platform via the Bulk Export API into a local DuckDB database, enabling AI assistants to run natural language queries and SQL analysis with sandboxed security.
    9
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables searching and analyzing CVEs and vulnerabilities from multiple sources, optimized for PR review scenarios to help developers identify the latest security issues.
    8
    2
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Unified vulnerability search MCP server for penetration testing agents, integrating 5 data sources (NVD, OSV, EPSS, CISA KEV, Exploit-DB+GitHub) and 10 MCP tools for CVE query, keyword search, batch query, EPSS scoring, KEV checking, exploit search, and comprehensive assessment with Chinese output.
    2
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables querying the CVE-Search API to browse vendors, list products for a vendor, retrieve vulnerabilities for a vendor and product, fetch individual CVE records, get the latest CVEs with CAPEC/CWE/CPE expansions, and inspect current database version information. This gives MCP clients direct, structured access to public vulnerability data.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables querying the CVE-Search API to browse vendors and their products, retrieve vulnerabilities for a vendor/product pair, look up individual CVE IDs, and fetch the latest 30 CVEs with CAPEC, CWE and CPE expansions. It also reports which databases are in use and when they were last updated.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables users to browse vendors and products, retrieve vulnerabilities by CVE ID, fetch the latest CVEs with CAPEC/CWE/CPE expansions, and inspect database update information through the CVE-Search API.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables users to query the CVE-Search API to browse vendors and products, retrieve vulnerabilities by vendor and product, fetch specific CVE records, list recent CVEs with CAPEC/CWE/CPE expansions, and inspect database update status.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables users to query the CVE-Search API to browse vendors and products, retrieve vulnerabilities by vendor/product or CVE ID, list recent CVEs with CAPEC, CWE, and CPE expansions, and inspect database status.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables querying the CVE-Search API to browse vendors and products, retrieve vulnerabilities by vendor/product or CVE ID, fetch the latest updated CVEs with CAPEC/CWE/CPE expansions, and check current database information. It provides these capabilities through MCP tools for use in compatible clients.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables querying the CVE-Search API to retrieve vendors, products, product-specific vulnerabilities, specific CVE IDs, recently updated CVEs with CAPEC/CWE/CPE expansions, and database update information. It supports natural-language access to CVE data through MCP clients.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables users to query the CVE-Search API by browsing vendors and products, retrieving vulnerabilities per vendor/product or CVE-ID, getting the latest 30 CVEs with CAPEC/CWE/CPE expansions, and checking database update information.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables querying the CVE-Search API to browse vendors and their products, retrieve vulnerabilities per vendor/product, fetch individual CVE details, and list the latest CVEs with CAPEC, CWE, and CPE expansions. Also exposes current database information and update timestamps for tracking vulnerability data freshness.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables querying the CVE-Search API to browse vendors and their products, look up vulnerabilities by vendor/product or CVE ID, and retrieve the latest CVEs with CAPEC, CWE, and CPE expansions. It also reports which databases are in use and when they were last updated.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables querying the CVE-Search API for vendors, products, vulnerabilities by vendor and product, specific CVE IDs, recent CVEs with CAPEC/CWE/CPE expansions, and current database metadata.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables querying the CVE-Search API for vendors, products, and vulnerabilities, including lookups by vendor/product, retrieval of individual CVE IDs, and the latest 30 CVEs with CAPEC, CWE, and CPE expansions, plus database status information.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables users to query the CVE-Search API to retrieve vendors, products, vulnerabilities by vendor/product, specific CVE IDs, recent CVEs with CAPEC/CWE/CPE expansions, and database update information.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables querying the CVE-Search API for vendors, products, vulnerabilities by vendor and product, specific CVE IDs, recent CVEs with CAPEC/CWE/CPE expansions, and database update information.
    -