capabilities / browser-automation
Capability
Browser automation
Drive a real browser — navigate, click, fill forms, screenshot.
01Best MCP servers for this capability
| Server | Status | Trust | Match |
|---|---|---|---|
| ContrastAPI 55 tools, 7 Resources, Sigma rules, email SPF/DMARC, MITRE, CVE/KEV, risk_score. No key. | community | 74 | 80% |
| ai.smithery/browserbasehq-mcp-browserbase Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i… | community | 74 | 80% |
| trip2g Open-source MCP knowledge mesh - self-host your second brain, expose it to AI agents, federate with peers. | community | 74 | 80% |
| bedrock-image-mcp-server Model Context Protocol (MCP) server for Amazon Bedrock image generation (Community Fork) | partner | 72 | 80% |
| Cleanor Zero-auth image optimize/convert + cited storage, image-format & QR data for AI builders. | community | 70 | 80% |
| xmp4 — Semantic code knowledge for your stack OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+. | community | 70 | 87% |
| Toolcall 30 pay-per-call APIs for AI agents: compliance, trade, safety, web, data. USDC on Base via x402. | community | 70 | 80% |
| Bowmark Pre-computed navigation recipes for public websites — skip explore-and-discover. | community | 68 | 80% |
| playwright-mcp Playwright MCP server | partner | 68 | 90% |
| ToolSnap MCP Deterministic AI agent microtools, no accounts/API keys. fetch_extract: 98% token cut. 38 tools. | community | 68 | 80% |
| DC Hub — Data Center & Power Intelligence Live data-center, power-grid, fiber, gas & M&A intelligence for AI agents — query and cite. | community | 68 | 80% |
| next-devtools-mcp Next.js development tools MCP server with stdio transport | partner | 67 | 80% |
| Ludo AI Game Assets Generate game assets with AI: sprites, 3D models, animations, sound effects, music, and voices. | community | 66 | 87% |
| com.kernelcad/kernelcad Agent-first CAD: editable .kcad.ts source, deterministic review, OpenCASCADE kernel. | community | 66 | 87% |
| com.babyblueviper/invinoveritas AI-agent verifier: verdict committed before the outcome graded against it; /review, /ledger. | community | 64 | 80% |
| ai.adeu/adeu Automated DOCX Redlining Engine | community | 63 | 80% |
| ScreenshotOne Render website screenshots with [ScreenshotOne](https://screenshotone.com/) | community | 59 | 80% |
| linkedin-mcp-server Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages. | community | 58 | 80% |
| blender-mcp Community plugin to control Blender 3D with any LLM of your choice | community | 58 | 80% |
| chrome-devtools-mcp Chrome DevTools for coding agents | community | 58 | 90% |
| blender-mcp 🎨 Control Blender 3D with Claude AI — prompt-driven 3D modeling, materials & scene generation via MCP | community | 58 | 80% |
| app.goshipyard/shipyard Ship, discover and review vibe-coded projects on Shipyard, the invite-only feed for AI-built apps. | community | 57 | 80% |
| Debugg AI Enable your code gen agents to create & run 0-config end-to-end tests against new code changes in remote browsers via the [Debugg AI](https://debugg.ai) testing platform. | community | 55 | 87% |
| ai.emberverse/emberverse A living knowledge graph to read, think against, and leave a deposit in that outlives you. | community | 53 | 80% |
| firecrawl-mcp-server 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients. | community | 53 | 90% |
| Firecrawl Extract web data with [Firecrawl](https://firecrawl.dev) | community | 53 | 90% |
| godot-mcp-enhanced Enhanced MCP server for Godot 4.5-4.7: 33 tools / 199 actions, 3-layer architecture (headless + editor + game bridge), secure sandbox, recording & frame-verify, cross-version CI. | community | 52 | 80% |
| camofox-mcp Anti-detection browser MCP server for AI agents — navigate, interact, and automate the web without getting blocked | community | 50 | 90% |
| figma-mcp-bridge Figma Plugin & MCP server to bypass API limits | community | 50 | 87% |
| figwright Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Codex, and any MCP client. | community | 50 | 90% |
| com.agishub/webhook-relay Fire-and-forget webhooks for agents with guaranteed, retried delivery and status polling. x402 | community | 50 | 80% |
| robloxstudio-mcp MCP server for Roblox Studio runtime debugging, playtest control, screenshots/input, multiplayer testing, and per-peer server/client eval from AI agents. | community | 50 | 80% |
| com.agishub/mcp AgisHub — pay-per-call tools for AI agents over x402 (USDC on Base). No API key. | community | 47 | 80% |
| browser-mcp Drive your real, logged-in Chrome from any AI agent (Claude Code, Cursor, VS Code) — works where headless dies. Reads emailed login codes from your Gmail, solves CAPTCHAs, 34 tools. MIT, local-only. | community | 47 | 90% |
| AIOProductOS Studio Your AI host becomes a product videographer — scripted app recordings, zooms, captions, MP4/GIF. | community | 47 | 80% |
| browser-tools-mcp Monitor browser logs directly from Cursor and other MCP compatible IDEs. | community | 47 | 80% |
| instruments-mcp-server MCP server for Xcode Instruments — AI agents get structured performance profiling (CPU, SwiftUI, memory, hitches) instead of raw xctrace XML | community | 47 | 80% |
| figma-mcp-rust Figma MCP build with Rust, server with full read/write access via plugin (no REST API, no rate limits, 73 tools) | community | 47 | 90% |
| mcp-camoufox MCP server for stealth browser automation via Camoufox — 79 tools, npx install, anti-bot stealth | community | 47 | 90% |
| agent-droid-bridge Agent Droid Bridge gives AI agents programmatic control over Android devices and emulators via ADB, exposed as an MCP server. | community | 46 | 80% |
| storeshots-mcp Store-ready App Store & Google Play screenshots from any MCP client. Device frames, benefit-driven headlines, exact store dimensions. No API keys. | community | 46 | 87% |
| unity-mcp-server Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene management, GameObjects, components, builds, profiling, Shader Graph, Amplify, terrain, physics, NavMesh, animation, MPPM multiplayer & more. Free & open source by AnkleBreaker Studio. | community | 44 | 90% |
| robloxstudio-mcp Create agentic AI workflows in ROBLOX Studio | community | 44 | 80% |
| @yfme/weapp-dev-mcp FastMCP server for automating WeChat Mini Program developer tooling - Enhanced with auto-launch and stability fixes | community | 43 | 87% |
| AnyCrawl [AnyCrawl](https://anycrawl.dev) MCP Server, Powerful web scraping and crawling for Cursor, Claude, and other LLM clients via the Model Context Protocol (MCP). | community | 43 | 90% |
| @motiffcom/motiff-mcp-server MCP server for motiff | community | 41 | 80% |
| chihf-mcp-server A simple MCP server for Android devices | community | 34 | 80% |
| @agentdeskai/browser-tools-mcp MCP (Model Context Protocol) server for browser tools integration | community | 29 | 80% |
| com.agishub/timezone-toolkit Timezone converter, world clock, date math & meeting scheduler for AI agents. No API key. | community | 21 | 80% |
Next step
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