Skip to main content
Glama
116,860 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:

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

GET /v1/servers – MCP directory API reference
  • A
    license
    A
    quality
    D
    maintenance
    Enables human-in-the-loop interaction for AI coding workflows through native desktop dialogs that present route choices, text input, and image annotation capabilities when AI assistants encounter decision points.
    1
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server built with FastMCP that provides tools for retrieving the current local date and time. It allows LLMs to access precise temporal information directly from the host environment.
    9
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for Ethereum Swarm decentralized storage. Provides 12 tools for uploading and downloading data and files, managing postage stamp batches, and working with Swarm feeds — all via the Bee API. Works with the public Swarm gateway or a local Bee node.
    7
    11 npm
    9
    ISC
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that enables accessing Jira and Confluence using browser cookies captured via a Chrome extension, avoiding the need for API tokens or browser automation. It wraps the mcp-atlassian toolset and works with Atlassian Cloud and Server/Data Center behind SSO.
    1
    1
    GPL 3.0
  • F
    license
    A
    quality
    D
    maintenance
    A minimal NitroStack starter template with a calculator module including tools, resources, and prompts for learning MCP server fundamentals.
    4
    -
  • A
    license
    A
    quality
    D
    maintenance
    A calculator-focused MCP server template with tools, resources, and prompts built on NitroStack.
    22
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    A starter template for building calculator-focused MCP servers using NitroStack, including tools, resources, and prompts.
    6
    69 npm
    -
  • F
    license
    A
    quality
    D
    maintenance
    A calculator-focused MCP server built with NitroStack, providing tools, resources, and prompts for arithmetic operations.
    14
    -
  • A
    license
    A
    quality
    C
    maintenance
    Extracts transcripts or spoken captions from multi-platform video links (Bilibili, YouTube, Douyin) and returns concise Markdown summaries or full transcripts, saving tokens by keeping full text out of the conversation.
    2
    2
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Provides calculator tools, resources, and prompts for basic arithmetic operations via NitroStack.
    6
    -
  • F
    license
    B
    quality
    D
    maintenance
    An MCP server framework featuring dynamic tool loading and a modular one-tool-per-file architecture for rapid development. It supports both Stdio and HTTP transport modes, offering automated test generation and centralized configuration management.
    11
    -
  • F
    license
    B
    quality
    D
    maintenance
    A minimal MCP server template for learning NitroStack, featuring a calculator module with tools, resources, and prompts for arithmetic operations.
    4
    69 npm
    -
  • A
    license
    B
    quality
    C
    maintenance
    Bridges a locally running coding agent to a Colab session in the browser, letting it inspect, edit, run, and export notebooks, execute ad-hoc Python, transfer files to and from the runtime, and poll or cancel background jobs.
    12
    Apache 2.0
  • F
    license
    B
    quality
    D
    maintenance
    A calculator-focused MCP server for learning NitroStack fundamentals, providing tools, resources, and prompts for basic arithmetic operations.
    10
    -
  • F
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server framework featuring dynamic tool loading and automatic tool discovery from a dedicated directory. It leverages FastMCP to provide a robust environment for building, configuring, and testing individual Python-based tools.
    1
    -
  • F
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server built with FastMCP that enables dynamic tool loading and configuration from individual Python files. It provides a flexible framework for automatically discovering, testing, and running tools via Stdio or HTTP transport modes.
    1
    -
  • F
    license
    B
    quality
    D
    maintenance
    Minimal calculator-focused MCP server with tools, resources, and prompts using TypeScript and Zod validation.
    2
    -
  • F
    license
    B
    quality
    D
    maintenance
    A minimal MCP server template for learning NitroStack fundamentals, featuring a calculator module with tools, resources, and prompts.
    6
    -
  • F
    license
    C
    quality
    D
    maintenance
    A minimal MCP server template for learning NitroStack fundamentals, featuring a calculator module with tools, resources, and prompts.
    9
    -
  • A
    license
    C
    quality
    D
    maintenance
    Enables access to the Zillow56 API to search for real estate listings and rental market trends using locations, coordinates, or specific property filters. It also provides comprehensive housing market snapshots and historical data based on the Zillow Home Value Index (ZHVI).
    37
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A calculator-focused MCP server with tools, resources, and prompts for basic arithmetic operations.
    -