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MCP server · RAG

Glance

MCP server that delegates research / md / obsidian work to a cheap sub-agent (GLM, DeepSeek, OpenAI-compat). Saves codex/claude/cursor tokens on the heavy 'read N files' loop.

Unclaimed rag
52Fair

Scored 4 months ago · breakdown

About Glance

Glance is an MCP server in the RAG category: mCP server that delegates research / md / obsidian work to a cheap sub-agent (GLM, DeepSeek, OpenAI-compat). Saves codex/claude/cursor tokens on the heavy 'read N files' loop.

Install

From source
git clone https://github.com/DebugBase/glance

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (19)

browser_clickClick an element (CSS selector or text)

Parameters not published.

browser_closeClose the browser

Parameters not published.

browser_console_messagesRead console logs and errors

Parameters not published.

browser_dragDrag and drop between elements

Parameters not published.

browser_evaluateExecute JavaScript in the page

Parameters not published.

browser_go_backNavigate back

Parameters not published.

browser_go_forwardNavigate forward

Parameters not published.

browser_hoverHover over an element

Parameters not published.

browser_navigateNavigate to a URL

Parameters not published.

browser_network_requestsMonitor network activity

Parameters not published.

Show all 19 tools
browser_press_keyPress a keyboard key

Parameters not published.

browser_screenshotCapture a screenshot (returned inline to Claude)

Parameters not published.

browser_scrollScroll the page or to an element

Parameters not published.

browser_select_optionSelect from a dropdown

Parameters not published.

browser_snapshotGet the accessibility tree as text

Parameters not published.

browser_tab_listList all open tabs

Parameters not published.

browser_tab_newOpen a new tab

Parameters not published.

browser_tab_selectSwitch to a tab

Parameters not published.

browser_typeType into an input field

Parameters not published.

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Security checks

  • ✓README presentThe repository ships documentation.

5 checks have not been run yet.

README


What is Glance?

Glance is an MCP server that gives Claude Code a real browser. Instead of guessing what your web app looks like, Claude can actually see it, interact with it, and test it.

You: "Test the login flow on localhost:3000"

Claude: *opens browser* *navigates* *fills form* *clicks submit*
        *takes screenshot* *verifies redirect* *checks for errors*
        "Login flow works. Found 1 console warning about..."

Features

  • 30 MCP tools for complete browser control
  • Inline screenshots — Claude sees what the browser sees
  • Accessibility snapshots — full page structure as text
  • Test scenario runner — define multi-step tests in JSON
  • 12 assertion types — exists, textContains, urlEquals, and more
  • Session recording — record and replay browser sessions
  • Visual regression — pixel-level screenshot comparison
  • Network & console monitoring — catch errors and failed requests
  • Security controls — URL allowlist/denylist, rate limiting, JS execution policies
  • Headed mode — watch the browser in real-time

Quick Start

1. Install

npm install -g glance-mcp

Or add directly to Claude Code:

claude mcp add glance -- npx glance-mcp

2. Configure

Add to your .mcp.json:

{
  "mcpServers": {
    "glance": {
      "command": "npx",
      "args": ["glance-mcp"],
      "env": {
        "BROWSER_HEADLESS": "false"
      }
    }
  }
}

3. Use

Just ask Claude to interact with your web app:

"Open localhost:3000 and take a screenshot"
"Test the signup flow with invalid email"
"Check if the pricing page has all three tiers"
"Run a visual regression test on the dashboard"

Tools Reference

Browser Control (19 tools)

Tool Description
browser_navigate Navigate to a URL
browser_click Click an element (CSS selector or text)
browser_type Type into an input field
browser_hover Hover over an element
browser_drag Drag and drop between elements
browser_select_option Select from a dropdown
browser_press_key Press a keyboard key
browser_scroll Scroll the page or to an element
browser_screenshot Capture a screenshot (returned inline to Claude)
browser_snapshot Get the accessibility tree as text
browser_evaluate Execute JavaScript in the page
browser_console_messages Read console logs and errors
browser_network_requests Monitor network activity
browser_go_back Navigate back
browser_go_forward Navigate forward
browser_tab_new Open a new tab
browser_tab_list List all open tabs
browser_tab_select Switch to a tab
browser_close Close the browser

Test Automation (7 tools)

Tool Description
test_scenario_run Run a multi-step test scenario
test_scenario_status Check running scenario status
test_assert Run a single assertion
test_fill_form Auto-fill a form
test_auth_flow Test a login/signup flow
test_watch_events Watch for DOM/network events
test_stop_watch Stop watching events

Session & Visual (4 tools)

Tool Description
session_start Start recording a session
session_end End and save a session
session_list List recorded sessions
visual_baseline Save a visual baseline
visual_compare Compare against baseline

Test Scenarios

Define multi-step test scenarios in JSON:

{
  "name": "Login Flow",
  "steps": [
    { "name": "Go to login", "action": "navigate", "url": "http://localhost:3000/login" },
    { "name": "Enter email", "action": "type", "selector": "input[type='email']", "value": "user@test.com" },
    { "name": "Enter password", "action": "type", "selector": "input[type='password']", "value": "password123" },
    { "name": "Click submit", "action": "click", "selector": "button[type='submit']" },
    { "name": "Wait for redirect", "action": "sleep", "ms": 2000 },
    { "name": "Verify dashboard", "action": "assert", "type": "urlContains", "expected": "/dashboard" },
    { "name": "Screenshot result", "action": "screenshot", "screenshotName": "post-login" }
  ]
}

Assertion Types

Type Description
exists Element exists in DOM
notExists Element does not exist
textContains Element text contains value
textEquals Element text equals value
hasAttribute Element has attribute with value
hasClass Element has CSS class
isVisible Element is visible
isEnabled Element is enabled
urlContains Current URL contains value
urlEquals Current URL equals value
countEquals Number of matching elements
consoleNoErrors No console errors

Configuration

All configuration is via environment variables:

Variable Default Description
BROWSER_HEADLESS true Run browser in headed mode
BROWSER_SESSIONS_DIR .browser-sessions Directory for screenshots and sessions
BROWSER_SECURITY_PROFILE local-dev Security profile (local-dev, restricted, open)
BROWSER_VIEWPORT_WIDTH 1280 Browser viewport width
BROWSER_VIEWPORT_HEIGHT 720 Browser viewport height
BROWSER_TIMEOUT 30000 Default timeout in ms
BROWSER_CHANNEL — Browser channel (e.g., chrome, msedge)

Security Profiles

Profile URL Access JS Execution Rate Limit
local-dev All HTTP/HTTPS Always 60/min
restricted localhost only Disabled 30/min
open Everything Always 120/min

How It Works

graph LR
    A["Claude Code<br/>(Agent)"] -- "MCP stdio<br/>tools & results" --> B["Glance<br/>(MCP Server)"]
    B -- "Playwright<br/>automation API" --> C["Browser<br/>(Chromium)"]
    C -- "screenshots<br/>DOM snapshots" --> B
    B -- "inline images<br/>a11y trees" --> A
  1. Claude Code connects to Glance via MCP (stdio transport)
  2. Claude calls tools like browser_navigate, browser_screenshot
  3. Glance translates these into Playwright commands
  4. Screenshots are returned as base64 images — Claude literally sees the page
  5. Accessibility snapshots give Claude the full DOM structure as text

Real-World Usage

Glance has been battle-tested on production apps:

  • DebugBase (debugbase.io) — 12 scenarios, 104 test steps, 97% pass rate
  • GitScribe AI — 16 scenarios, 196 test steps, 96% pass rate

Requirements

  • Node.js 18+
  • Playwright-compatible browser (auto-installed)

Development

git clone https://github.com/DebugBase/glance.git
cd glance
npm install
npx playwright install chromium
npm run build
npm start

Claude Code Integration

Agent: e2e-tester

Glance ships with a Claude Code agent definition for comprehensive browser testing. The agent knows all 30 tools and follows a structured test workflow: navigate, screenshot, assert, report.

You: "Test the entire login flow on localhost:3000"
Agent: Opens browser → navigates → fills forms → clicks → screenshots → asserts → reports

Skill: /glance-test

Quick E2E test runner. Just provide a URL:

/glance-test https://myapp.com

The skill will:

  1. Navigate to the URL
  2. Screenshot and snapshot the page
  3. Discover all navigation links
  4. Test each page with assertions
  5. Check console for JS errors
  6. Generate a pass/fail report

Contributing

We welcome contributions! Please see CONTRIBUTING.md for guidelines.

License

MIT — built by DebugBase

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About Glance

How do I install Glance?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Glance safe to use with an AI agent?

Its trust score is 52 out of 100 (fair). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Glance still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.