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97,619 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,678 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    B
    quality
    C
    maintenance
    Enables multiple agents to file, label, comment on, and close issues in a shared git-bug store while the git-bug web UI remains open, with rule enforcement and safe concurrent writes.
    9
    31 PyPI
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI clients to locally store and share tasks, work activities, long-term memory, knowledge, and people information, while allowing users to review saved content and generate briefings or reports through a web UI.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to store, search, and manage persistent memories, todos, kanban boards, reminders, and progress trackers in a local SQLite database.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables ChatGPT to manage Shed Life Todos through narrowly scoped create, list, get, update, complete, reopen, and delete tools backed by a private Shed Life HTTP API, without maintaining its own task store.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to create and manage visual automation configurations, workflows, and UI states through the Qontinui API. It supports project management, workflow execution, and configuration handling for automated web interactions.
    AGPL 3.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables agents to manage an event-sourced, git-backed ticket store through MCP tools, supporting operations like ticket creation, claiming, and transitions.
    40 PyPI
    4
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that lets AI assistants create, search, and manage Jira issues using Chrome browser session cookies for authentication, eliminating the need for API tokens.
    48 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to query a beads store for issues, notes, comments, and memories, returning full verbatim content and relationship neighborhoods under an output budget.
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides structured spec-driven development workflow tools for AI-assisted software development with sequential spec creation (Requirements → Design → Tasks). Features a real-time web dashboard for monitoring project progress and managing development workflows.
    5
    494 npm
    4,301
    GPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    Self-hosted task tracker and MCP server for AI coding agents. Append-only case files preserve decisions, failed attempts, questions, and check results across sessions. A live web board lets people track progress and answer agents. Runs locally in Docker and connects to Claude Code, Codex, Cursor, and other Streamable HTTP MCP clients. MIT licensed.
    10
    30
    5
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables submitting team check-ins to Steady (app.steady.space) by automating the web form through login, team discovery, and check-in submission with previous/next/blockers fields.
    5
    2
    -
  • A
    license
    A
    quality
    C
    maintenance
    MCP server providing feedback-oriented development workflows with a Web UI and desktop application for interactive user confirmation, session tracking, and smart prompt management.
    2
    MIT
  • 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
    GPL 3.0