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109,762 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 .

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    Enables AI assistants to evaluate business processes for automation by collecting discovery answers, calculating labor costs, scoring automation potential, and saving completed audits to a local SQLite database.
    8
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables users to manage company departments, employees, expenses, and performance ratings through a natural language interface in Claude Desktop. It features 12 specialized tools for comprehensive CRUD operations and AI-powered organizational analysis using Google Gemini.
    4
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A comprehensive operations platform providing browser automation, web search/crawling, database operations, deployment tools, secrets management, and analytics capabilities for full-stack software engineering workflows. Features AI-driven automation, real-time monitoring dashboard, and cross-platform service management.
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol server that exposes Microsoft Edge browsing history across multiple profiles, allowing listing profiles and fetching history for a given day.
    3
    MIT
  • F
    license
    A
    quality
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    maintenance
    Enables running read-only SQL queries against Increff Webget database replicas using an authenticated browser session, with mandatory human approval for every query.
    2
    -
  • A
    license
    A
    quality
    C
    maintenance
    Access control for text-to-SQL agents. Before the model sees the schema, schemagate keeps only the tables and columns the caller may read, picks the few a question needs, and refuses hidden ones at query time. Postgres, Oracle, MySQL, SQL Server, SQLite. Quantum-safe signed audit log. Try it in your browser: https://ashishsinha1602.github.io/schemagate/
    8
    1,671 PyPI
    149
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Connect Claude (or any MCP client) to Salesforce Marketing Cloud. Explore Data Extensions, query records, and validate Automation Studio queries before running them.
    3
    15 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Zero-config SQL database MCP server with a browser GUI that connects Claude to MySQL, MariaDB, SQLite, and MSSQL databases.
    6
    32 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances via Tencent Cloud DMC (Data Management Console), leveraging browser cookies for authentication.
    8
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Local-only MCP server that exposes Beeper Texts data (messages, chats, contacts) from the macOS Beeper Desktop SQLite database for AI assistants and automation tools, supporting search and media retrieval across multiple platforms.
    6
    4
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Build and run a complete backend from your agent: relational data with row-/field-level security, full-text + semantic + geo search, RBAC and BYOK, a workflow/automation engine, a growth & retention engine (email, push, promotions, per-user referral codes, rewards and points), payments and marketplace billing, and a growing catalog of integrations – the whole Anythink platform as one CLI-backed MC
    175
    6
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A Python-based MCP server for interactive PostgreSQL data exploration, schema discovery, and safe SQL execution with support for stored procedures. It also enables automation through external HTTP API requests and local bash script execution on Fedora and Linux systems.
    19
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Your coding agent answers with dashboards, not paragraphs. An MCP server for Claude Code, Codex, Cursor, Gemini CLI and more: charts and tables from read-only SQL on Postgres, SQLite, Excel or CSV, in your browser, your app or a terminal pane. 2.7× cheaper than Claude Code making the charts itself.
    8
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables comprehensive management of Directus instances through tools for schema manipulation, content CRUD operations, and dashboard management. It allows AI assistants to programmatically interact with collections, fields, relations, and workflow automation using the official Directus SDK.
    20
    3 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables LLMs to manage a todo list application through the Model Context Protocol, connecting directly to a browser-based Postgres database to add, list, complete, and remove todo items with categories, priorities, and due dates.
    4
    4 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that layers additional Home Assistant tools on top of voska/hass-mcp, enabling Lovelace dashboard management, automation/scene manipulation, SSH file access, and recorder database queries.
    28
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Enables AI clients to drive a UI-testing toolbox with 35 tools, including a headless Playwright runner, live Chromium browser with screenshots, test management, and read-only database queries, all through the Model Context Protocol.
    35
    5 npm
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    An MCP server that gives AI agents a private, durable memory of people, providing a personal people graph in PostgreSQL with tools to search, remember, and connect people, plus imports from LinkedIn, Google Contacts, and WhatsApp, and a browser UI.
    11
    1
    MIT