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20 Best Browser Automation MCP Servers, Compared (October 2026)

Updated 20 of 4,365 Browser Automation servers in the Glama registryRebuilt weekly

The short answer

Most developers should install Playwright MCP Server. It exposes 25 tools for navigation, clicks, typing, forms, snapshots and tabs, its tool description grade is B, and @playwright/mcp recorded 7,371,788 npm downloads in a typical week; it had a commit 10 days ago and 33 commits on its default branch in the last 12 weeks. If the sites you automate block ordinary automation, SeleniumBase MCP is the better answer: it drives a persistent SeleniumBase CDP Mode browser and ships a solve_captcha tool for detectable CAPTCHAs, with 24 tools at grade A and 316,400 PyPI downloads for seleniumbase in a typical week.

Whichever you choose, give it the narrowest access that still works (a read-only credential, a replica, a scratch account), and widen it only once you have watched what your agent actually asks for.

Glama operates the MCP registry these numbers are measured from, and sells MCP hosting and a gateway. No position on this page is paid for. How the registry is built.

Quick picks

  • 1SeleniumBase MCP : Scraping sites that block ordinary automation: it drives a persistent SeleniumBase CDP Mode browser and ships a solve_captcha tool for detectable CAPTCHAs.
  • 2Chrome DevTools MCP : Live Chrome debugging during coding-agent sessions: it exposes an MCP server and CLI for browser automation, console and network inspection, and performance traces.
  • 3Playwright MCP Server : Automating web pages with an MCP client via structured accessibility snapshots: it exposes 25 tools for navigation, clicks, typing, forms, snapshots, and tabs.
  • 4Stealth Browser MCP : Automating sites behind Cloudflare, anti-bot checks, or login walls: it drives a real Chrome-family browser via nodriver and CDP for navigation and element extraction.
  • 5Auto-Browser : Operator-assisted workflows on brittle sites that need login reuse: it exposes session, human takeover, and saved auth profile tools.

Which one, for your situation

Your situationWhat to use
I want one server working this afternoonPlaywright MCP Server ships as @playwright/mcp with 7,371,788 npm downloads in a typical week, exposes 25 tools for navigation, clicks, typing, forms, snapshots and tabs, and had a commit 10 days ago.
The sites I scrape block ordinary automationSeleniumBase MCP drives a persistent SeleniumBase CDP Mode browser and ships a solve_captcha tool for detectable CAPTCHAs, exposes 24 tools at grade A, and had a commit 1 day ago with 288 commits in the last 12 weeks.
I need console, network and performance debuggingChrome DevTools MCP attaches to a live Chrome browser for console and network inspection and performance traces, with 1,674,540 npm downloads in a typical week, a commit 0 days ago and 380 commits in the last 12 weeks.
Automation has to reuse my existing Chrome loginhuashu-chrome drives your own Chrome through MCP and an extension with your existing login state, and had a commit 6 days ago with 56 commits in the last 12 weeks.
My team works in Firefox, not Chromefirefox-devtools-mcp exposes 35 tools at grade A for UID snapshots, network monitoring, console capture, screenshots and downloads, with 117 commits in the last 12 weeks and a commit 2 days ago.
I need to scrape LinkedIn profiles and jobsLinkedIn MCP Server exposes 17 tools for profiles, companies, jobs, feed, inbox, messaging and connection requests, with 10,931 PyPI downloads for mcp-server-linkedin in a typical week and 451 commits in the last 12 weeks.

Top MCP servers for Browser Automation

Best forProfile
1
seleniumbase/SeleniumBase
Scraping sites that block ordinary automation: it drives a persistent SeleniumBase CDP Mode browser and ships a solve_captcha tool for detectable CAPTCHAs.Community favourite13,080+64yesterday93.2
2
ChromeDevTools/chrome-devtools-mcp
Live Chrome debugging during coding-agent sessions: it exposes an MCP server and CLI for browser automation, console and network inspection, and performance traces.Community favourite53,685+1,540today90.6
3
microsoft/playwright-mcp
Automating web pages with an MCP client via structured accessibility snapshots: it exposes 25 tools for navigation, clicks, typing, forms, snapshots, and tabs.Community favourite38,212+99410 days ago90.2
4
vibheksoni/stealth-browser-mcp
Automating sites behind Cloudflare, anti-bot checks, or login walls: it drives a real Chrome-family browser via nodriver and CDP for navigation and element extraction.Community favourite2,221+1336 days ago88.3
5
LvcidPsyche/auto-browser
Operator-assisted workflows on brittle sites that need login reuse: it exposes session, human takeover, and saved auth profile tools.Community favourite906+161today86.8
6
jkudish/jev-browser
Running goal-directed tasks in a real headless browser: it exposes jev_navigate, which takes a task and start URL and enforces step or time budgets.Community favourite336+1074 days ago82.3
7
iFurySt/open-browser-use
Agents that need to drive a real Chrome install: it documents tab, navigation, CDP, and action-plan tools paired with a browser extension and CLI.Community favourite370+773 days ago81.3
8
AgentDeskAI/browser-tools-mcp
Debugging a logged-in Chrome session: it attaches via a Chrome extension and streams console, network, screenshots, and Lighthouse audits to MCP clients.Community favourite7,329+42 days ago81.0
9
alchaincyf/huashu-chrome
When automation must reuse a Chrome login: it drives the user's own browser via MCP and extension for form filling, clicking, data fetching, and captchas.Community favourite322+1246 days ago79.0
10
obra/superpowers-chrome
Local Chrome automation through a single MCP tool: use_browser drives a persistent browser over the DevTools Protocol and auto-captures each DOM action.Community favourite361+78 days ago76.8
11
swimmwatch/cloakbrowser-mcp
Running multi-session browser automation over Streamable HTTP with CloakBrowser Chromium: it forwards upstream Playwright MCP browser tools plus CloakBrowser binary and bridge info.Emerging167+146today75.5
12
mozilla/firefox-devtools-mcp
For agentic browsing or agent-assisted web development with local Firefox: it exposes 35 tools for UID snapshots, network monitoring, console capture, screenshots, and downloads.Community favourite494+792 days ago74.1
13
feder-cr/invisible_dots
Automating a browser from plain-English assistant instructions while keeping logins alive: AIHawk exposes 16 MCP tools for navigation, clicks, typing, reading, screenshots, and JavaScript evaluation.Community favourite32,150+6064 days ago73.7
14
stickerdaniel/linkedin-mcp-server
LinkedIn outreach and research through an authenticated browser session: it exposes 17 tools for profiles, companies, jobs, feed, inbox, messaging, and connection requests.Community favourite3,895+3862 days ago72.7
15
hangwin/mcp-chrome
Automating tasks in an already logged-in Chrome profile: it runs as a Chrome extension and reuses the browser's existing configuration and login state.Abandoned but popular12,488+64285 days ago71.9
16
browserstack/mcp-server
Debugging BrowserStack test failures or running manual app/browser sessions from an MCP client: it exposes last-run failure, live session, test instructions, and accessibility scan tools.Community favourite155+42 days ago69.8
17
remorses/playwriter
Automating a Chrome session that already has logins and extensions: it connects to the running browser through a Chrome extension and exposes the Playwright API.Community favourite4,010+12611 days ago69.1
18
eyalzh/browser-control-mcp
Cleaning up tabs and researching in the user's own Firefox: tab and tab-group management, history search, and consent-gated page reading through a paired extension.Community favourite334+1356 days ago68.1
19
executeautomation/mcp-playwright
Recording Playwright actions into generated test code: it exposes codegen session tools alongside navigation, click, fill, and screenshot actions.Abandoned but popular5,668+14310 days ago67.6
20
shaun0927/openchrome
Sessions needing a logged-in Chrome profile: it drives a real Chrome browser over CDP and exposes worker and workflow tools for isolated parallel tabs.Community favourite236-125 days ago66.9

The ranking, with the evidence

Each position is a weighted mean of adoption (40%), maintenance (24%), momentum (14%), tool description quality (13%) and trust (9%), multiplied by three attenuators: how directly the server is about Browser Automation (named for it, declaring it, tagged with it, or merely mentioning it), whether its repository is still moving, and how much independent evidence of adoption it has. Open the score on any entry to see every number, including the ones marked ≈, which were imputed from the median of the other candidates rather than measured. The maintenance grade on each entry is mostly issue responsiveness, release recency and open security alerts rather than commits, so a recent commit beside a low grade is two different measurements rather than a contradiction.

  • Abandoned but popular: People use it, but its default branch has stopped moving. Fine to keep running, risky to adopt.
  • Community favourite: Widely adopted and still actively maintained.
  • Dormant: Neither changing nor widely adopted. Here because it still matches the search.
  • Emerging: Small audience, growing quickly, maintained. The bet with the most upside.
  • Steady: Maintained, modest audience, no surprises in either direction.
  • 1

    SeleniumBase MCP

    Community favouriteNo change
    seleniumbase/SeleniumBase ↗

    Best for: Scraping sites that block ordinary automation: it drives a persistent SeleniumBase CDP Mode browser and ships a solve_captcha tool for detectable CAPTCHAs.

    It exposes 24 tools over one persistent browser session, covering navigation and history, element finding, clicking, typing, dropdowns, cookies and web storage, tabs and windows, JavaScript evaluation, and saving a page to disk. The session model assumes start_browser runs first and close_browser runs last, and the package is distributed only as seleniumbase on PyPI, so a JavaScript-only stack has nothing here to install.

    GitHub stars
    13,080
    Stars over the last 90 days: 12,971 at the earliest of 28 readings and 13,109 at the latest, up 138.
    Stars / 30 days
    +64
    npm / typical week
    Ships no npm package
    PyPI / typical week
    316.4K
    seleniumbase
    Tools exposed
    24
    Last commit
    yesterday
    Commits / 12 weeks
    288
    Weekly commits over the last 12 weeks, oldest first: 6, 16, 6, 35, 33, 18, 38, 31, 15, 45, 34, 11. 288 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    A
    Score 93.2: show every number behind it
    • Adoption100 / 100 · weight 40%
      • GitHub stars100
      • PyPI downloads50
        PyPI downloads show no weekday rhythm; halved
      • Used through Glama69
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum52 / 100 · weight 14%
      • Stars gained, relative to size29
      • Stars gained, absolute73
      • PyPI download trend67
    • Tool quality100 / 100 · weight 13%
      • Tool description quality93
      • Built and inspected by Glama100
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integrates100
    Weighted mean of the five
    93.2
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    93.2
  • 2

    Chrome DevTools MCP

    Community favourite▲ 1
    ChromeDevTools/chrome-devtools-mcp ↗

    Best for: Live Chrome debugging during coding-agent sessions: it exposes an MCP server and CLI for browser automation, console and network inspection, and performance traces.

    Chrome DevTools MCP is an MCP server, with a companion CLI, that lets coding agents control and inspect a live Chrome browser for automation, debugging, console and network request monitoring, and performance tracing. Before choosing it, note that it requires Node.js LTS, npm, and a current stable Chrome or newer, and officially supports only Google Chrome and Chrome for Testing.

    GitHub stars
    53,685
    Stars over the last 90 days: 47,688 at the earliest of 53 readings and 54,077 at the latest, up 6,389.
    Stars / 30 days
    +1,540
    npm / typical week
    1.7M
    PyPI / typical week
    no attributed package
    Tools exposed
    never inspected
    Last commit
    today
    Commits / 12 weeks
    380
    Weekly commits over the last 12 weeks, oldest first: 32, 54, 18, 8, 28, 36, 16, 41, 42, 14, 103, 95. 487 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    Not graded
    Score 90.6: show every number behind it
    • Adoption100 / 100 · weight 40%
      • GitHub stars100
      • npm downloads100
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum63 / 100 · weight 14%
      • Stars gained, relative to size70
      • Stars gained, absolute100
      • npm download trend6
    • Tool quality≈68 / 100 · weight 13%
      • Tool description quality≈68
        tool descriptions not yet scored
      • Built and inspected by Glamanot measured
        never built and inspected by Glama
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integrates100
    Weighted mean of the five
    90.6
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    90.6
  • 3

    Playwright MCP Server

    Community favourite▼ 1
    microsoft/playwright-mcp ↗

    Best for: Automating web pages with an MCP client via structured accessibility snapshots: it exposes 25 tools for navigation, clicks, typing, forms, snapshots, and tabs.

    Playwright MCP Server provides an MCP interface to Playwright browser automation, exposing 25 tools such as browser_navigate, browser_snapshot, browser_click, browser_type, browser_fill_form, browser_network_requests, and browser_tabs. It requires Node.js 18 or newer and an MCP client, and the standard configuration launches @playwright/mcp@latest through npx.

    GitHub stars
    38,212
    Stars over the last 90 days: 35,581 at the earliest of 27 readings and 38,516 at the latest, up 2,935.
    Stars / 30 days
    +994
    npm / typical week
    7.4M
    PyPI / typical week
    no attributed package
    Tools exposed
    25
    Last commit
    10 days ago
    Commits / 12 weeks
    33
    Weekly commits over the last 12 weeks, oldest first: 6, 1, 1, 2, 4, 0, 4, 5, 7, 3, 0, 2. 35 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    B
    Score 90.2: show every number behind it
    • Adoption100 / 100 · weight 40%
      • GitHub stars100
      • npm downloads100
      • Used through Glama36
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum60 / 100 · weight 14%
      • Stars gained, relative to size67
      • Stars gained, absolute100
      • npm download trend0
    • Tool quality68 / 100 · weight 13%
      • Tool description quality60
      • Built and inspected by Glama100
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integrates100
    Weighted mean of the five
    90.2
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    90.2
  • 4

    Stealth Browser MCP

    Community favouriteNo change
    vibheksoni/stealth-browser-mcp ↗

    Best for: Automating sites behind Cloudflare, anti-bot checks, or login walls: it drives a real Chrome-family browser via nodriver and CDP for navigation and element extraction.

    Stealth Browser MCP is an MCP stdio server that drives a real Chrome-family browser through nodriver and the Chrome DevTools Protocol, documented for navigation, element cloning, network inspection, request hooks, and CDP execution. Before choosing it, note that it is installed from a cloned repository rather than an npm or PyPI package, and it requires Python 3.10+ plus a local Chrome, Chromium, or Edge browser.

    GitHub stars
    2,221
    Stars over the last 90 days: 1,561 at the earliest of 15 readings and 3,266 at the latest, up 1,705.
    Stars / 30 days
    +133
    npm / typical week
    Ships no npm package
    PyPI / typical week
    no attributed package
    Tools exposed
    never inspected
    Last commit
    6 days ago
    Commits / 12 weeks
    31
    Weekly commits over the last 12 weeks, oldest first: 0, 0, 0, 2, 4, 2, 2, 8, 0, 3, 8, 4. 33 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    Not graded
    Score 88.3: show every number behind it
    • Adoption84 / 100 · weight 40%
      • GitHub stars84
      • npm downloadsnot measured
        no npm package
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum93 / 100 · weight 14%
      • Stars gained, relative to size99
      • Stars gained, absolute86
      • npm download trendnot measured
        no download history for the selected registry
    • Tool quality≈68 / 100 · weight 13%
      • Tool description quality≈68
        tool descriptions not yet scored
      • Built and inspected by Glamanot measured
        never built and inspected by Glama
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    88.3
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    88.3
  • 5

    Auto-Browser

    Community favouriteNo change
    LvcidPsyche/auto-browser ↗

    Best for: Operator-assisted workflows on brittle sites that need login reuse: it exposes session, human takeover, and saved auth profile tools.

    Auto-Browser is an MCP-native browser control plane that exposes 20 tools for creating sessions, navigating, observing pages, executing actions, managing tabs and downloads, saving or loading auth profiles, and requesting human takeover, with MCP over HTTP, a bundled stdio bridge, and a REST API. Before choosing it, note that its quickstart runs the stack with Docker Compose on localhost and that it explicitly does not target CAPTCHA solving, unauthorized scraping, or account automation.

    GitHub stars
    906
    Stars over the last 90 days: 737 at the earliest of 16 readings and 916 at the latest, up 179.
    Stars / 30 days
    +161
    npm / typical week
    Ships no npm package
    PyPI / typical week
    no attributed package
    Tools exposed
    20
    Last commit
    today
    Commits / 12 weeks
    61
    Weekly commits over the last 12 weeks, oldest first: 24, 11, 0, 0, 0, 0, 0, 10, 5, 5, 0, 95. 150 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    A
    Score 86.8: show every number behind it
    • Adoption74 / 100 · weight 40%
      • GitHub stars74
      • npm downloadsnot measured
        no npm package
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum96 / 100 · weight 14%
      • Stars gained, relative to size100
      • Stars gained, absolute89
      • npm download trendnot measured
        no download history for the selected registry
    • Tool quality83 / 100 · weight 13%
      • Tool description quality75
      • Built and inspected by Glama100
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    86.8
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    86.8
  • 6

    Jev Browser

    Community favouriteNo change
    jkudish/jev-browser ↗

    Best for: Running goal-directed tasks in a real headless browser: it exposes jev_navigate, which takes a task and start URL and enforces step or time budgets.

    Jev Browser drives a real headless browser through an MCP server, CLI, or library, and its one tool, jev_navigate, takes a task and start URL and uses TypeSafe's Jev model to pick one action per step until the goal is met, the stuck gate fires, or a budget runs out. Before choosing it, note that it requires Node.js 22 or newer, a Jev transport API key (TypeSafe direct is the default), and Playwright's Chromium, which downloads automatically unless JEV_BROWSER_SKIP_BROWSER_DOWNLOAD is set.

    GitHub stars
    336
    Stars over the last 90 days: 17 at the earliest of 15 readings and 340 at the latest, up 323.
    Stars / 30 days
    +107
    npm / typical week
    0
    PyPI / typical week
    no attributed package
    Tools exposed
    1
    Last commit
    4 days ago
    Commits / 12 weeks
    89
    Weekly commits over the last 12 weeks, oldest first: 0, 0, 0, 0, 0, 0, 0, 42, 26, 9, 12, 3. 92 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    A
    Score 82.3: show every number behind it
    • Adoption63 / 100 · weight 40%
      • GitHub stars63
      • npm downloads0
        downloads show none of the weekday rhythm human traffic has; halved
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum81 / 100 · weight 14%
      • Stars gained, relative to size100
      • Stars gained, absolute82
      • npm download trend44
    • Tool quality98 / 100 · weight 13%
      • Tool description quality90
      • Built and inspected by Glama100
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    82.3
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    82.3
  • 7

    open_browser_use

    Community favourite▲ 2
    iFurySt/open-browser-use ↗

    Best for: Agents that need to drive a real Chrome install: it documents tab, navigation, CDP, and action-plan tools paired with a browser extension and CLI.

    Open Browser Use ships as an MCP server invoked with obu mcp, exposing browser tools for tab listing, opening, claiming, navigation, CDP, action plans, and cleanup, with the same layer reachable through JavaScript, Python, and Go SDKs or the CLI. Setup is not just an MCP config entry: the machine needs the globally installed CLI and the matching Chrome extension with its native host registered through open-browser-use setup, while an embedded Electron browser instead requires the host-authorized obu iab mcp route.

    GitHub stars
    370
    Stars over the last 90 days: 217 at the earliest of 13 readings and 390 at the latest, up 173.
    Stars / 30 days
    +77
    npm / typical week
    249
    PyPI / typical week
    no attributed package
    Tools exposed
    never inspected
    Last commit
    3 days ago
    Commits / 12 weeks
    17
    Weekly commits over the last 12 weeks, oldest first: 0, 0, 0, 0, 3, 3, 0, 0, 1, 0, 10, 0. 17 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    Not graded
    Score 81.3: show every number behind it
    • Adoption68 / 100 · weight 40%
      • GitHub stars64
      • npm downloads26
        downloads show none of the weekday rhythm human traffic has; halved
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance97 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence85
    • Momentum93 / 100 · weight 14%
      • Stars gained, relative to size100
      • Stars gained, absolute76
      • npm download trend100
    • Tool quality≈68 / 100 · weight 13%
      • Tool description quality≈68
        tool descriptions not yet scored
      • Built and inspected by Glamanot measured
        never built and inspected by Glama
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    81.3
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    81.3
  • 8

    browser-tools-mcp

    Community favourite▼ 1
    AgentDeskAI/browser-tools-mcp ↗

    Best for: Debugging a logged-in Chrome session: it attaches via a Chrome extension and streams console, network, screenshots, and Lighthouse audits to MCP clients.

    BrowserTools MCP runs as an npx MCP server that pairs with a Chrome extension to expose tools including console logs, network logs, selected elements, page info, screenshots, storage, browser refresh, and Lighthouse accessibility, performance, SEO, and best-practices audits. The main constraint is that it requires Node 22.19 or newer, the Chrome extension loaded, and DevTools open on the target tab, because it reads from the current Chrome session rather than driving a fresh automated browser.

    GitHub stars
    7,329
    Stars over the last 90 days: 7,277 at the earliest of 11 readings and 7,327 at the latest, up 50.
    Stars / 30 days
    +4
    npm / typical week
    Ships no npm package
    PyPI / typical week
    no attributed package
    Tools exposed
    never inspected
    Last commit
    2 days ago
    Commits / 12 weeks
    23
    Weekly commits over the last 12 weeks, oldest first: 3, 19, 1, 0, 0, 0, 0, 0, 0, 0, 34, 1. 58 in total, and the last figure is the current week so far.
    Maintenance grade
    B
    Tool descriptions
    Not graded
    Score 81.0: show every number behind it
    • Adoption97 / 100 · weight 40%
      • GitHub stars97
      • npm downloadsnot measured
        no npm package
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance92 / 100 · weight 24%
      • Last commit touching this server100
        dated from the last commit on the default branch, re-read from GitHub at publication; the stored date would have published 67 days ago
      • Repository maintenance grade80
      • Commit cadence85
    • Momentum18 / 100 · weight 14%
      • Stars gained, relative to size10
      • Stars gained, absolute29
      • npm download trendnot measured
        no download history for the selected registry
    • Tool quality≈68 / 100 · weight 13%
      • Tool description quality≈68
        tool descriptions not yet scored
      • Built and inspected by Glamanot measured
        never built and inspected by Glama
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    81.0
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    81.0
  • 9

    huashu-chrome

    Community favourite▼ 1
    alchaincyf/huashu-chrome ↗

    Best for: When automation must reuse a Chrome login: it drives the user's own browser via MCP and extension for form filling, clicking, data fetching, and captchas.

    huashu-chrome documents an MCP server plus a Chrome extension, installed through an npm package and CLI, that lets MCP-compatible agents drive the user's own Chrome to fill forms, click elements, fetch data, and handle captchas. Before choosing it, note that installation assumes Node.js and requires the user to add the Chrome extension manually, since browsers do not allow scripts to perform that step.

    GitHub stars
    322
    Stars over the last 90 days: 4 at the earliest of 13 readings and 483 at the latest, up 479.
    Stars / 30 days
    +124
    npm / typical week
    35
    PyPI / typical week
    no attributed package
    Tools exposed
    never inspected
    Last commit
    6 days ago
    Commits / 12 weeks
    56
    Weekly commits over the last 12 weeks, oldest first: 0, 0, 0, 0, 31, 10, 5, 0, 5, 0, 5, 0. 56 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    Not graded
    Score 79.0: show every number behind it
    • Adoption65 / 100 · weight 40%
      • GitHub stars63
      • npm downloads17
        downloads show none of the weekday rhythm human traffic has; halved
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum80 / 100 · weight 14%
      • Stars gained, relative to size100
      • Stars gained, absolute85
      • npm download trend38
    • Tool quality≈68 / 100 · weight 13%
      • Tool description quality≈68
        tool descriptions not yet scored
      • Built and inspected by Glamanot measured
        never built and inspected by Glama
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    79.0
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    79.0
  • 10

    superpowers-chrome

    Community favourite▲ 2
    obra/superpowers-chrome ↗

    Best for: Local Chrome automation through a single MCP tool: use_browser drives a persistent browser over the DevTools Protocol and auto-captures each DOM action.

    superpowers-chrome exposes a single MCP tool, use_browser, for controlling a persistent Chrome browser over the Chrome DevTools Protocol with automatic page capture. Before choosing it, note that headed mode on Linux or WSL2 requires the DISPLAY environment variable to be configured for the MCP server.

    GitHub stars
    361
    Stars over the last 90 days: 336 at the earliest of 14 readings and 361 at the latest, up 25.
    Stars / 30 days
    +7
    npm / typical week
    Ships no npm package
    PyPI / typical week
    no attributed package
    Tools exposed
    1
    Last commit
    8 days ago
    Commits / 12 weeks
    35
    Weekly commits over the last 12 weeks, oldest first: 0, 24, 0, 0, 0, 0, 0, 0, 1, 3, 4, 3. 35 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    A
    Score 76.8: show every number behind it
    • Adoption64 / 100 · weight 40%
      • GitHub stars64
      • npm downloadsnot measured
        no npm package
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum44 / 100 · weight 14%
      • Stars gained, relative to size49
      • Stars gained, absolute37
      • npm download trendnot measured
        no download history for the selected registry
    • Tool quality93 / 100 · weight 13%
      • Tool description quality85
      • Built and inspected by Glama100
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    76.8
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    76.8
  • 11

    CloakBrowser MCP

    Emerging▼ 1
    swimmwatch/cloakbrowser-mcp ↗

    Best for: Running multi-session browser automation over Streamable HTTP with CloakBrowser Chromium: it forwards upstream Playwright MCP browser tools plus CloakBrowser binary and bridge info.

    CloakBrowser MCP exposes 25 tools, including the upstream Playwright MCP browser automation set and the CloakBrowser binary and bridge info, with npm or Docker installation over stdio or Streamable HTTP. The dependency to note is that it runs upstream @playwright/mcp as the canonical tool surface and points that runtime at CloakBrowser Chromium.

    GitHub stars
    167
    Stars over the last 90 days: 32 at the earliest of 28 readings and 171 at the latest, up 139.
    Stars / 30 days
    +146
    npm / typical week
    392
    PyPI / typical week
    no attributed package
    Tools exposed
    25
    Last commit
    today
    Commits / 12 weeks
    84
    Weekly commits over the last 12 weeks, oldest first: 0, 4, 2, 0, 2, 10, 27, 20, 11, 0, 40, 20. 136 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    B
    Score 75.5: show every number behind it
    • Adoption60 / 100 · weight 40%
      • GitHub stars56
      • npm downloads28
        downloads show none of the weekday rhythm human traffic has; halved
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum79 / 100 · weight 14%
      • Stars gained, relative to size100
      • Stars gained, absolute87
      • npm download trend30
    • Tool quality58 / 100 · weight 13%
      • Tool description quality50
      • Built and inspected by Glama100
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    75.5
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    75.5
  • 12

    firefox-devtools-mcp

    Community favourite▼ 1
    mozilla/firefox-devtools-mcp ↗

    Best for: For agentic browsing or agent-assisted web development with local Firefox: it exposes 35 tools for UID snapshots, network monitoring, console capture, screenshots, and downloads.

    It controls Firefox through WebDriver BiDi (via Selenium WebDriver) and exposes 35 tools for tab/page control, UID snapshots and interactions, form filling, screenshots, PDFs, downloads, dialogs, extensions, screencasts, script evaluation, and Firefox output inspection. Before choosing it, note that it requires a local Firefox installation and cannot run on cloud hosting services, so deployment is local.

    GitHub stars
    494
    Stars over the last 90 days: 322 at the earliest of 31 readings and 519 at the latest, up 197.
    Stars / 30 days
    +79
    npm / typical week
    1.6K
    PyPI / typical week
    no attributed package
    Tools exposed
    35
    Last commit
    2 days ago
    Commits / 12 weeks
    117
    Weekly commits over the last 12 weeks, oldest first: 7, 2, 8, 32, 13, 6, 9, 6, 0, 4, 8, 11. 106 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    A
    Score 74.1: show every number behind it
    • Adoption72 / 100 · weight 40%
      • GitHub stars67
      • npm downloads34
        downloads show none of the weekday rhythm human traffic has; halved
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum85 / 100 · weight 14%
      • Stars gained, relative to size100
      • Stars gained, absolute77
      • npm download trend69
    • Tool quality71 / 100 · weight 13%
      • Tool description quality63
      • Built and inspected by Glama100
    • Trust0 / 100 · weight 9%
      • License0
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    74.1
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    74.1
  • 13

    AIHawk

    Community favouriteNo change
    feder-cr/invisible_dots ↗

    Best for: Automating a browser from plain-English assistant instructions while keeping logins alive: AIHawk exposes 16 MCP tools for navigation, clicks, typing, reading, screenshots, and JavaScript evaluation.

    AIHawk exposes 16 MCP tools that let assistants such as Claude Code, Codex, and Gemini CLI drive a browser over MCP: opening main or support browsers, navigating, reading text or HTML, snapshotting interactive elements, clicking, typing, selecting options, pressing keys, taking screenshots, watching the live window, and evaluating JavaScript. Before choosing it, note that it is self-hosted and its quickstart requires Node 24+, Go 1.25+, Git, hardware virtualization (x86-64), and an OpenRouter key, with setup installing QEMU and building or downloading the Dot's images.

    GitHub stars
    32,150
    Stars over the last 90 days: 30,350 at the earliest of 26 readings and 32,209 at the latest, up 1,859.
    Stars / 30 days
    +606
    npm / typical week
    Ships no npm package
    PyPI / typical week
    no attributed package
    Tools exposed
    16
    Last commit
    4 days ago
    Commits / 12 weeks
    418
    Weekly commits over the last 12 weeks, oldest first: 0, 0, 0, 0, 0, 0, 0, 0, 4, 268, 143, 3. 418 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    A
    Score 73.7: show every number behind it
    • Adoption100 / 100 · weight 40%
      • GitHub stars100
      • npm downloadsnot measured
        no npm package
      • Used through Glama14
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum74 / 100 · weight 14%
      • Stars gained, relative to size56
      • Stars gained, absolute100
      • npm download trendnot measured
        no download history for the selected registry
    • Tool quality85 / 100 · weight 13%
      • Tool description quality77
      • Built and inspected by Glama100
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integrates100
    Weighted mean of the five
    94.5
    × relevance: the keyword is declared here
    0.78
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    73.7
  • 14

    LinkedIn MCP Server

    Community favouriteNo change
    stickerdaniel/linkedin-mcp-server ↗

    Best for: LinkedIn outreach and research through an authenticated browser session: it exposes 17 tools for profiles, companies, jobs, feed, inbox, messaging, and connection requests.

    The server provides 17 tools for LinkedIn browser automation, covering person and company profiles, people and company search, job search and details, feed posts, inbox and conversation search, and actions such as connect_with_person and send_message. It assumes an authenticated LinkedIn browser session; connect_with_person is annotated with destructiveHint so clients prompt for confirmation, and send_message is a write operation when confirm_send is True.

    GitHub stars
    3,895
    Stars over the last 90 days: 2,908 at the earliest of 50 readings and 4,000 at the latest, up 1,092.
    Stars / 30 days
    +386
    npm / typical week
    Ships no npm package
    PyPI / typical week
    10.9K
    mcp-server-linkedin
    Tools exposed
    17
    Last commit
    2 days ago
    Commits / 12 weeks
    451
    Weekly commits over the last 12 weeks, oldest first: 22, 12, 8, 13, 22, 18, 53, 61, 77, 55, 74, 12. 427 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    A
    Score 72.7: show every number behind it
    • Adoption96 / 100 · weight 40%
      • GitHub stars90
      • PyPI downloads43
        PyPI downloads show no weekday rhythm; halved
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum87 / 100 · weight 14%
      • Stars gained, relative to size100
      • Stars gained, absolute100
      • PyPI download trend49
    • Tool quality73 / 100 · weight 13%
      • Tool description quality65
      • Built and inspected by Glama100
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    93.2
    × relevance: the keyword is declared here
    0.78
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    72.7
  • 15

    Chrome MCP Server

    Abandoned but popularNo change
    hangwin/mcp-chrome ↗

    Best for: Automating tasks in an already logged-in Chrome profile: it runs as a Chrome extension and reuses the browser's existing configuration and login state.

    It is a Chrome extension-based MCP server that exposes Chrome browser functionality to AI assistants through a locally installed bridge, with Streamable HTTP and documented support for automation, content analysis, and semantic search. Before choosing it, expect to install mcp-chrome-bridge globally, enable Developer mode in Chrome, and load the extension unpacked.

    GitHub stars
    12,488
    Stars over the last 90 days: 12,230 at the earliest of 11 readings and 12,498 at the latest, up 268.
    Stars / 30 days
    +64
    npm / typical week
    Ships no npm package
    PyPI / typical week
    no attributed package
    Tools exposed
    never inspected
    Last commit
    285 days ago
    Commits / 12 weeks
    0
    Maintenance grade
    D
    Tool descriptions
    Not graded
    Score 71.9: show every number behind it
    • Adoption100 / 100 · weight 40%
      • GitHub stars100
      • npm downloadsnot measured
        no npm package
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance32 / 100 · weight 24%
      • Last commit touching this server42
      • Repository maintenance grade30
      • Commit cadence5
    • Momentum47 / 100 · weight 14%
      • Stars gained, relative to size29
      • Stars gained, absolute73
      • npm download trendnot measured
        no download history for the selected registry
    • Tool quality≈68 / 100 · weight 13%
      • Tool description quality≈68
        tool descriptions not yet scored
      • Built and inspected by Glamanot measured
        never built and inspected by Glama
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    71.9
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    71.9
  • 16

    BrowserStack MCP server

    Community favourite▲ 2
    browserstack/mcp-server ↗

    Best for: Debugging BrowserStack test failures or running manual app/browser sessions from an MCP client: it exposes last-run failure, live session, test instructions, and accessibility scan tools.

    The BrowserStack MCP server exposes five tools: runTestsOnBrowserStack, runAppLiveSession, runBrowserLiveSession, getFailuresInLastRun, and startAccessibilityScan. Before choosing it, note that its documented setup requires Node version 20.9 or later.

    GitHub stars
    155
    Stars over the last 90 days: 146 at the earliest of 37 readings and 155 at the latest, up 9.
    Stars / 30 days
    +4
    npm / typical week
    15.2K
    PyPI / typical week
    no attributed package
    Tools exposed
    5
    Last commit
    2 days ago
    Commits / 12 weeks
    341
    Weekly commits over the last 12 weeks, oldest first: 18, 10, 6, 37, 13, 35, 35, 44, 64, 56, 29, 74. 421 in total, and the last figure is the current week so far.
    Maintenance grade
    B
    Tool descriptions
    B
    Score 69.8: show every number behind it
    • Adoption88 / 100 · weight 40%
      • GitHub stars55
      • npm downloads80
        downloads capped: not corroborated by repository audience
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance95 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade80
      • Commit cadence100
    • Momentum47 / 100 · weight 14%
      • Stars gained, relative to size49
      • Stars gained, absolute29
      • npm download trend66
    • Tool quality66 / 100 · weight 13%
      • Tool description quality57
      • Built and inspected by Glama100
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integrates100
    Weighted mean of the five
    82.1
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: modest but real audience
    0.85
    Composite score
    69.8
  • 17

    playwriter

    Community favouriteNo change
    remorses/playwriter ↗

    Best for: Automating a Chrome session that already has logins and extensions: it connects to the running browser through a Chrome extension and exposes the Playwright API.

    Playwriter documents a Chrome extension, a CLI, and a Node connectViaExtension helper for driving a running Chrome or Chromium browser through the Playwright API, and it names MCP as another interface. Its use requires the Playwriter Chrome extension and a running Chrome or Chromium browser, and its MCP tool list is unknown because the server has not been inspected.

    GitHub stars
    4,010
    Stars over the last 90 days: 3,726 at the earliest of 12 readings and 4,010 at the latest, up 284.
    Stars / 30 days
    +126
    npm / typical week
    downloads not counted
    PyPI / typical week
    no attributed package
    Tools exposed
    never inspected
    Last commit
    11 days ago
    Commits / 12 weeks
    175
    Weekly commits over the last 12 weeks, oldest first: 8, 3, 9, 43, 42, 20, 10, 20, 11, 5, 4, 0. 175 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    Not graded
    Score 69.1: show every number behind it
    • Adoption90 / 100 · weight 40%
      • GitHub stars90
      • npm downloadsnot measured
        npm publishes root from mafintosh/root
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum77 / 100 · weight 14%
      • Stars gained, relative to size72
      • Stars gained, absolute85
      • npm download trendnot measured
        no download history for the selected registry
    • Tool quality≈68 / 100 · weight 13%
      • Tool description quality≈68
        tool descriptions not yet scored
      • Built and inspected by Glamanot measured
        never built and inspected by Glama
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    88.6
    × relevance: the keyword is declared here
    0.78
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    69.1
  • 18

    Browser Control MCP

    Community favourite▲ 2
    eyalzh/browser-control-mcp ↗

    Best for: Cleaning up tabs and researching in the user's own Firefox: tab and tab-group management, history search, and consent-gated page reading through a paired extension.

    Browser Control MCP pairs an MCP server with a Firefox add-on so an LLM client can open, close, group and reorder tabs, search browsing history, read a page's text and links, find and highlight text, and capture a screenshot of a tab's visible area. It cannot modify pages, click or run scripts in them, and reading content or taking screenshots requires explicit per-domain or per-tab consent in Firefox, with a shared secret configured between the server and the extension.

    GitHub stars
    334
    Stars over the last 90 days: 307 at the earliest of 13 readings and 337 at the latest, up 30.
    Stars / 30 days
    +13
    npm / typical week
    downloads not counted
    PyPI / typical week
    no attributed package
    Tools exposed
    never inspected
    Last commit
    56 days ago
    Commits / 12 weeks
    3
    Weekly commits over the last 12 weeks, oldest first: 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0. 3 in total, and the last figure is the current week so far.
    Maintenance grade
    C
    Tool descriptions
    Not graded
    Score 68.1: show every number behind it
    • Adoption63 / 100 · weight 40%
      • GitHub stars63
      • npm downloadsnot measured
        npm names no repository for browser-control-mcp, so its downloads cannot be attributed
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance70 / 100 · weight 24%
      • Last commit touching this server88
      • Repository maintenance grade55
      • Commit cadence40
    • Momentum59 / 100 · weight 14%
      • Stars gained, relative to size67
      • Stars gained, absolute46
      • npm download trendnot measured
        no download history for the selected registry
    • Tool quality≈68 / 100 · weight 13%
      • Tool description quality≈68
        tool descriptions not yet scored
      • Built and inspected by Glamanot measured
        never built and inspected by Glama
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    68.1
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    68.1
  • 19

    mcp-playwright

    Abandoned but popularNo change
    executeautomation/mcp-playwright ↗

    Best for: Recording Playwright actions into generated test code: it exposes codegen session tools alongside navigation, click, fill, and screenshot actions.

    mcp-playwright exposes 32 tools for browser automation, covering navigation, screenshots, clicks, form filling, iframe interactions, JavaScript evaluation, console logs, HTTP requests, response assertions, history navigation, drag, key presses, PDF saving, and code generation session recording. The server ships as the npm package @executeautomation/playwright-mcp-server and installs browser binaries automatically on first use, with manual installation via npx playwright install also documented.

    GitHub stars
    5,668
    Stars over the last 90 days: 5,614 at the earliest of 84 readings and 5,671 at the latest, up 57.
    Stars / 30 days
    +14
    npm / typical week
    17.2K
    PyPI / typical week
    no attributed package
    Tools exposed
    32
    Last commit
    310 days ago
    Commits / 12 weeks
    0
    Maintenance grade
    F
    Tool descriptions
    B
    Score 67.6: show every number behind it
    • Adoption100 / 100 · weight 40%
      • GitHub stars94
      • npm downloads90
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance25 / 100 · weight 24%
      • Last commit touching this server42
      • Repository maintenance grade5
      • Commit cadence5
    • Momentum28 / 100 · weight 14%
      • Stars gained, relative to size20
      • Stars gained, absolute48
      • npm download trend19
    • Tool quality66 / 100 · weight 13%
      • Tool description quality57
      • Built and inspected by Glama100
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    67.6
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    67.6
  • 20

    OpenChrome

    Community favourite▼ 4
    shaun0927/openchrome ↗

    Best for: Sessions needing a logged-in Chrome profile: it drives a real Chrome browser over CDP and exposes worker and workflow tools for isolated parallel tabs.

    OpenChrome ships as a Node CLI and MCP runtime that drives Chrome over CDP through 122 tools covering navigation, DOM and accessibility reads, form filling, screenshots, cookies, storage, network capture, and parallel worker orchestration. It requires Node.js 20 or newer plus a global npm install and an openchrome setup run before the MCP host is restarted, and its repository scope excludes desktop apps, browser extensions, native-host installers, and deployment templates.

    GitHub stars
    236
    Stars over the last 90 days: 228 at the earliest of 14 readings and 235 at the latest, up 7.
    Stars / 30 days
    -1
    npm / typical week
    228
    PyPI / typical week
    no attributed package
    Tools exposed
    122
    Last commit
    25 days ago
    Commits / 12 weeks
    173
    Weekly commits over the last 12 weeks, oldest first: 0, 0, 0, 0, 58, 7, 0, 61, 0, 0, 0, 0. 126 in total, and the last figure is the current week so far.
    Maintenance grade
    A
    Tool descriptions
    B
    Score 66.9: show every number behind it
    • Adoption63 / 100 · weight 40%
      • GitHub stars59
      • npm downloads25
        downloads show none of the weekday rhythm human traffic has; halved
      • Used through Glamanot measured
        not used through Glama in the last 30 days
    • Maintenance100 / 100 · weight 24%
      • Last commit touching this server100
      • Repository maintenance grade100
      • Commit cadence100
    • Momentum8 / 100 · weight 14%
      • Stars gained, relative to size0
      • Stars gained, absolute0
      • npm download trend32
    • Tool quality58 / 100 · weight 13%
      • Tool description quality50
      • Built and inspected by Glama100
    • Trust100 / 100 · weight 9%
      • License100
      • Published by the vendor it integratesnot measured
        not published by the vendor it integrates
    Weighted mean of the five
    66.9
    × relevance: the keyword is dedicated here
    1.00
    × continuity: actively changing
    1.00
    × evidence: widely adopted
    1.00
    Composite score
    66.9

Questions people ask

Playwright MCP Server or Chrome DevTools MCP for a coding agent?

Playwright MCP Server is the one for structured page automation: it exposes 25 tools for navigation, clicks, typing, forms, snapshots and tabs, its tool description grade is B, and @playwright/mcp recorded 7,371,788 npm downloads in a typical week, though its last commit was 10 days ago and it recorded 33 commits in the last 12 weeks. Chrome DevTools MCP is aimed at inspecting and debugging a live Chrome browser, including console and network inspection and performance traces, and it looks busier with 1,674,540 npm downloads in a typical week, a commit 0 days ago and 380 commits in the last 12 weeks.

What do I need before SeleniumBase MCP will run?

It installs from PyPI as seleniumbase, which recorded 316,400 downloads in a typical week, and no npm package is published. It drives a persistent SeleniumBase CDP Mode browser and ships a solve_captcha tool for detectable CAPTCHAs, so plan for a real browser process rather than a plain HTTP client. It exposes 24 tools at grade A, had a commit 1 day ago, and recorded 288 commits on its default branch in the last 12 weeks.

Can I rely on Chrome MCP Server for a long project?

Be careful. It is labelled Abandoned but popular, its last commit was 285 days ago, and it recorded 0 commits on its default branch in the last 12 weeks, though it is not archived. If reusing a Chrome login is the requirement, huashu-chrome had a commit 6 days ago with 56 commits in the last 12 weeks, and playwriter had a commit 11 days ago with 175 commits in the last 12 weeks.

Which servers can drive a browser I am already logged into?

huashu-chrome reuses your Chrome login state for form filling, clicking, data fetching and captchas, with a commit 6 days ago and 56 commits in the last 12 weeks. playwriter connects to your running Chrome and keeps existing logins and extensions, with 175 commits in the last 12 weeks. Browser Control MCP pairs with a Firefox extension for tab management, history search and consent-gated page reading, but its last commit was 56 days ago and it recorded 3 commits in the last 12 weeks.

Does a higher tool count mean a better server?

Not on its own. OpenChrome exposes 122 tools at grade B, while SeleniumBase MCP exposes 24 tools at grade A and firefox-devtools-mcp exposes 35 at grade A. Playwright MCP Server exposes 25 at grade B and CloakBrowser MCP exposes 25 at grade B. Match the tool list to the workflow you need, then weigh the grade.

SeleniumBase MCP, Stealth Browser MCP or CloakBrowser MCP for anti-bot sites?

SeleniumBase MCP drives a persistent CDP Mode browser and ships a solve_captcha tool, exposes 24 tools at grade A, and had a commit 1 day ago with 288 commits in the last 12 weeks. Stealth Browser MCP drives a real Chrome-family browser via nodriver and CDP to get past Cloudflare, anti-bot checks and login walls, and had a commit 6 days ago with 31 commits in the last 12 weeks. CloakBrowser MCP forwards upstream Playwright MCP browser tools plus CloakBrowser binary and bridge information over multi-session Streamable HTTP, exposes 25 tools at grade B, and had a commit 0 days ago with 84 commits in the last 12 weeks.

Other comparisons