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114,517 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 .

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  • A
    license
    Not graded
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    maintenance
    A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots, providing browser automation capabilities without requiring screenshots or visually-tuned models.
    7
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server that keeps raw tool output out of the context window by sandboxing and compressing results (about 98% reduction), persisting file edits, git operations, tasks and decisions in SQLite with BM25 retrieval so the agent resumes after compaction, and enforcing routing across 17 platforms via MCP and hooks. It also encourages the model to write scripts that compute answers and log only results instead of reading large data into context.
    10
    30,261 npm
    2
    Elastic 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Aggregator MCP proxy that collapses N downstream MCP servers into 4 meta-tools with progressive tool discovery, and compresses large tool outputs (HTML→Markdown, JSON summarization) with full-output retrieval via read_more and a per-session token-savings report.
    4
    89 npm
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to drive a real Playwright browser over MCP to navigate pages, read accessibility-tree snapshots, click, type, screenshot, and evaluate JavaScript, either in a managed browser or attached to a running Chromium-based browser via CDP.
    20
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to control a browser through Cloudflare Workers, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots. Provides 14 browser automation tools that can be used with various AI platforms including Claude Desktop and VS Code.
    7
    7,920 npm
    Apache 2.0
  • F
    license
    A
    quality
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    maintenance
    Provides persistent memory, identity, and context for Claude sessions through a memory graph, enabling recall, storage, and relationship management of entities and decisions.
    8
    -
  • A
    license
    B
    quality
    C
    maintenance
    Enables AI tools to drive a hosted, headless Chromium browser over HTTP — navigating, clicking, typing, and reading pages through structured accessibility snapshots — without installing a browser locally or running npx on each machine. It runs as a single authenticated Render web service that any MCP client can connect to at a shared HTTPS endpoint.
    23
    9,225,544 npm
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    Lets AI clients drive a real headless Chromium browser through a hosted HTTPS endpoint — navigating, clicking, typing, and reading pages via structured accessibility snapshots rather than screenshots. Requests are gated behind a bearer token, so no local browser install or npx is needed on each machine.
    23
    9,225,544 npm
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    Enables AI assistants and MCP clients to drive a hosted headless Chromium browser over HTTP — navigating, clicking, typing, and reading pages via structured accessibility snapshots rather than screenshots. Runs as a Render web service behind a bearer-token gate, so no local browser install or npx setup is required on each machine.
    23
    9,225,544 npm
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Enables multiple AI coding agents and humans to coordinate through a Git-native Markdown blackboard (.context/ + AGENTS.md), where they can inspect workspace overviews, claim and toggle ready tasks, record architecture decisions, synthesize shared prompts, and hand off work via atomic, lock-protected writes that prevent lost updates and formatting drift. It also serves a fully offline local web dashboard that live-syncs any blackboard change over WebSocket.
    7
    1
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Provides a hosted, bearer-token-protected HTTP endpoint where any MCP client can drive a headless Chromium instance — opening pages, navigating, clicking, typing, and reading content through accessibility snapshots — without installing a browser or Node locally. It runs the official server image as a single Render web service, so browser automation is reachable over a shared HTTPS URL.
    23
    9,225,544 npm
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    Enables AI assistants to remotely drive a hosted headless browser over HTTP, supporting navigation, clicking, typing, and structured page reading through the Model Context Protocol. It also provides bearer-token authentication for secure remote MCP access.
    23
    9,225,544 npm
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Enables coding agents to run budgeted tests and checks under a countdown with a stop rule, shape long logs into concise failure summaries, and guard pre-existing test files against silent assertion rewrites. It also delivers relevance-filtered project memory and renders a token-and-time roadmap of the orchestrator and every subagent spawned for a task.
    7
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables LLMs and MCP clients to control a hosted headless Chromium browser over HTTP, navigating, clicking, typing, and reading pages via structured accessibility snapshots, with bearer-token authentication.
    23
    9,225,544 npm
    Apache 2.0