LabscoMCP early access ↗

MCP Servers

MCP servers connect AI agents to services such as databases, search and communication tools.

✓ Official

36 publishers

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Development ›All Development✓ OfficialAI & Machine LearningAPIs & IntegrationBrowser AutomationCode Review & DocsDevOps & InfrastructureFrontend & UIMobileSecurityTesting & QA

Browser Automation

58 MCP servers
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ui-ticket Review Bridge

★ 9

Human-to-AI code review bridge. Review UI prototypes in the browser, then let AI agents fix the code automatically via MCP.

FreeInstallation
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Agent402

★ 8

Open-source self-hostable MCP server with ~1,100 deterministic tools (web search, headless Chromium, PDFs, OCR, images, ~1,040 CPU utilities). Free to self-host or pay per call via x402 (USDC on Base).

Access detailsSetup details
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Electron Stagewright

★ 5

Drive, inspect, and assert on real Electron desktop apps from an AI agent — agent-native, Playwright-style automation with accessibility refs, stable error codes, and retrying assertions

FreeInstallation
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Web Accessibility MCP Server

★ 4

An MCP server that provides web accessibility analysis capabilities using axe-core and Puppeteer.

FreeSetup details
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PageBolt

★ 4

Take screenshots, generate PDFs, and create OG images from your AI assistant

Payment mentionedSetup details
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Argus

★ 4

AI-powered QA harness that catches JS errors, accessibility failures, visual regressions, and security issues via Chrome DevTools MCP — no test scripts required.

Access detailsSetup details
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MCP Server

★ 4

A framework for AI-powered command execution and a plugin-based tool system. It can be run as a standalone service or embedded in other projects to expose a consistent API for invoking tools and managing tasks.

FreeInstallation
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Chrome DevTools MCP Server

★ 4

An MCP server for AI-assisted frontend development using Chrome DevTools. Requires Google Chrome.

FreeInstallation
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Matware E2E Runner

★ 3

JSON-driven E2E test runner with parallel Chrome pool execution, visual verification, and 16 MCP tools.

FreeSetup details
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atlassian-browser-mcp

★ 3

rowser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances behind corporate SSO (Okta, SAML, ADFS) where API tokens are not available.

FreeInstallation
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MewCP Firecrawl MCP

★ 2

Hosted, Stateless & Multitenant Firecrawl MCP server enables AI assistants to crawl, scrape, and extract structured web data through Firecrawl.

FreeInstallation
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Project Telos

★ 2

Local-first MCP tools for AI-assisted work receipts, source intake, workspace maps, routing ledgers, action receipts, and MATCH / DRIFT / UNVERIFIABLE verification.

FreeInstallation
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MCP JS Debugger

★ 2

Debug JavaScript and TypeScript applications through the Chrome DevTools Protocol with full source map support.

FreeInstallation
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SnapStack

★ 1

Capture any browser tab in one click and feed it to your MCP client — 100% local, no account, no telemetry.

FreeInstallation
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Chromewright

★ 1

Browser automation via Chrome DevTools Protocol

FreeInstallation
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ToolPiper

★ 1

300+ MCP tools for macOS, all on-device — local AI inference, voice, vision, browser automation, and system control.

Access detailsInstallation
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periscope-mcp

★ 1

Website testing built for AI agents: 63 Playwright tools with hard assertions, auto form-fill, auth sessions, network mocking, and a11y/SEO/GEO + Lighthouse audits.

FreeSetup details
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tactual-mcp

★ 1

Screen-reader navigation cost analyzer that measures the actual navigation effort for assistive-technology users by building a weighted graph from Playwright accessibility snapshots and scoring each target under real assistive-technology profiles (NVDA, JAWS, VoiceOver, TalkBack, generic mobile).

FreeInstallation
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DevServer MCP

★ 1

Manages development servers for LLM-assisted workflows, offering programmatic control through a unified TUI and experimental browser automation via Playwright.

FreeInstallation
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playwright-network-chaos-mcp

★ 1

Dynamic network chaos in Playwright: 503s, latency, mid-flight drops

FreeInstallation
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Percepta Frontend Automation

★ 0

An AI-driven platform for frontend semantic cognition and automation.

Access detailsSetup details
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BerryRAG

★ 0

A local RAG system with Playwright MCP integration for Claude and OpenAI embeddings, using local storage.

Access detailsSetup details
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MCP TUIKit

★ 0

A headless terminal and tmux interaction server for Model Context Protocol.

FreeInstallation
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Puppeteer MCP

★ 0

MCP server for browser automation via Puppeteer

FreeInstallation
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Autoconsent MCP

★ 0

A server for browser automation to create and test Autoconsent rules for web page consent management.

FreeInstallation
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SpecterQA

★ 0

GhostQA sends AI personas through your application — they look at the screen, decide what to do, and interact like real humans. No test scripts. No selectors. You describe personas and journeys in YAML, and GhostQA handles the rest.

Access detailsInstallation
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flakiness-knowledge-graph-mcp

★ 0

Builds a knowledge graph of flaky tests from Playwright run history

FreeSetup details
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playwright-spatial-layout-mcp

★ 0

Geometric vision for AI agents: bounding boxes, occlusion, viewport reflow

FreeInstallation
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