Skip to main content
Glama
93,481 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,477 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

"Information about playwrights or the Playwright testing framework" matching MCP servers:

GET /v1/servers – MCP directory API reference
  • A
    license
    Not graded
    quality
    D
    maintenance
    A lightweight and modular framework for building MCP-based file management systems with standardized module structure, flexible configuration, and extensible functionality registration mechanisms.
    3
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    A general-purpose MCP server that provides utility tools for echo, date/time, and file operations within Claude Code and Claude Desktop. It functions as an extensible framework designed to help developers easily build and register custom Python-based tools.
    11
    -
  • F
    license
    A
    quality
    D
    maintenance
    Provides tools to monitor host system health including CPU load, disk usage, and network status while enabling file system management tasks like searching and moving files. It includes built-in safety guards to prevent operations on critical system directories.
    11
    -
  • -
    license
    Not graded
    quality
    Not graded
    maintenance
    A production-grade Model Context Protocol server that enables secure management of context data through a React dashboard, supporting ZIP processing, context approval workflows, and system monitoring.
    334 npm
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to ask natural-language questions about a local folder's contents, including file names, sizes, and timestamps, with rollups by type and age and cleanup suggestions for stale or large files. It returns metadata only and cannot read, move, or delete files.
    2
    19 PyPI
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Reads and searches local email archives (.mbox or .eml) with full MIME parsing, enabling queries about senders, subjects, dates, and bodies while keeping all data on your machine.
    3
    17,246 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Model Context Protocol server for the Apideck Unified API. Connect any MCP-compatible agent framework to 100+ accounting systems, HRIS platforms, file storage providers, and more through one integration. More information https://www.apideck.com/mcp-server
    4
    385 npm
    18
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to inspect PDFs, merge or extract pages, and clean text entirely offline through the Model Context Protocol, with no uploads, API keys, or network calls.
    4
    43 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Connects Claude Code, Codex or any MCP agent to a live Galley Typst project. The agent reads the document, the file tree and real Typst compiler diagnostics, then proposes edits that a person accepts or rejects in Galley; it never writes directly. No model or API key inside: it bridges the agent you already run.
    8
    2 npm
    AGPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    Runs as an MCP server providing file system operations, shell execution, and system information tools, allowing Claude or any MCP client to edit files and control the machine.
    2
    7
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    An MCP server that automates the SimScale Workbench through a visible Microsoft Edge browser using Playwright, enabling UI-based interactions like navigation, clicking, filling forms, uploading CAD files, and running simulations without the enterprise API.
    13
    -
  • A
    license
    A
    quality
    D
    maintenance
    Automates internal system form submissions by reading data from Excel/CSV or Google Sheets and using Playwright to navigate menus and fill form fields, with support for both visible and headless modes.
    1
    4 npm
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables storing durable AI memories linked to local JSON or text sources, automatically superseding outdated structured values, flagging ambiguous changes for review, excluding expired information, and preserving revision history in a local SQLite database.
    11
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    A local-first MCP server for PageIndex — the vectorless, reasoning-based RAG framework. It lets local AI agents index and query local PDF and Markdown documents through a self-hosted PageIndex installation, without requiring any PageIndex cloud API key.
    8
    2
    -
  • F
    license
    B
    quality
    C
    maintenance
    Enables AI assistants to invoke a registered tool that intentionally withholds forecast information and instead enumerates Windows application folders, exposing them to the client.
    1
    1
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Saves the image currently on the system clipboard to a file (PNG or JPG), enabling AI agents that cannot access the clipboard to use clipboard images.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables Claude to read and analyze project schedule files in OmniPlan (.oplx) and Microsoft Project (.mpp) formats, answering questions about tasks, milestones, resources, and progress.
    MIT