Skip to main content
Glama
100,806 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,852 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Using the Browser-use library" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to query and export from the macOS Apple Photos library using natural language, backed by osxphotos.
    21
    780 npm
    30
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Read-only MCP server that provides tools to search books, get book details, list authors, and view library statistics from a PostgreSQL database.
    5
    -
  • F
    license
    A
    quality
    D
    maintenance
    Converts SQL queries between different database dialects using the sqlglot library to ensure cross-system compatibility. It allows users to list supported dialects and transpile SQL code from one syntax to another through the Model Context Protocol.
    2
    3
    -
  • A
    license
    A
    quality
    D
    maintenance
    A local stdio MCP server that enables AI tools to search a self-hosted Calibre library over SSH, supporting metadata queries, full-text search, and book details.
    7
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to architect and scaffold high-performance PostgreSQL-backed systems using the wpostgresql library, with tools for pattern search, connection validation, and project generation.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for executing Databricks SQL queries and comparing table data, supporting CLI and VS Code integration.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables querying, searching, and writing Salesforce data using a browser session cookie without requiring a connected app or OAuth setup.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server to query Cemig installations from the official source, read-only, works with any MCP client, pay-per-use.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to search and retrieve UK company data, including company details by Companies House number, group ownership structures, website associations, and Real-Time Industrial Classification definitions.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables Claude or any LLM to manage a book library via MCP tools, allowing listing, searching, creating, updating, and deleting books through natural language.
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Read-only MCP server that proxies The Game Pensieve API over Streamable HTTP, letting AI assistants query a personal game collection via tools like search, filters, and summaries. Supports OAuth 2.1 enforcement and owner-scoped access.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    An MCP server for managing a book catalog, enabling listing, searching by title, author, or genre, adding books, and evaluating arithmetic expressions.
    -
  • A
    license
    A
    quality
    C
    maintenance
    SchemaBrain is an MCP server that sits between AI agents (Claude, Cursor, Windsurf) and your SQL database as a read-only trust + intelligence layer. The agent never writes SQL — 12 tools compile it from definitions you control, PII and secret categories are refused before the query runs, and every call lands in a tamper-evident (SHA-256-chained) audit log. Postgres today.
    12
    47 PyPI
    12
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Provides AI agents read-only access to the Autotask Report Data Warehouse for cross-client reporting on finance, contracts, projects, time, and tickets through schema exploration and SQL queries.
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Persistent semantic memory for your SQL databases. The name is ironic — it remembers everything.
    12
    80 PyPI
    4
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    IBAN validation across 89 countries, BIC/SWIFT and Swiss clearing lookup, batch validation, payment-reference, postal-address and Swiss QR-bill checks for AI agents. Connect via MCP or the REST API. Includes free quotas, paid credits and a Pro subscription. SEPA and country-risk indicators support payment-data checks; they do not confirm account ownership or replace beneficiary AML/KYC screening.
    13
    146 npm
    3
    MIT