Frontier Prompt Engineering Vault (2026)
Curated Frontier AI Prompts Library
Battle-tested prompts engineered for Gmail MCP, GitHub MCP, PostgreSQL, Midjourney v8, Flux.1, and Cursor 3.1 agents. Includes verified outputs, executable MCP config JSON, and one-click copy.
45+
Vetted Prompts
8 Top
MCP Servers
100%
Real Outputs
1-Click
Instant Copy
Popular:
Luxury Chronograph Commercial Studio Shoot
Award-winning commercial product photography of a luxury Swiss chronograph watch, positioned on a wet dark slate stone podium. Cinematic directional spotlight, shallow depth of field, 90mm macro lens, f/2.4 aperture, delicate water mist droplets in the air, hyper-detailed brushed titanium bezel and sapphire glass reflections, 8k resolution, raw style, photorealistic --ar 16:9 --style raw --v 8.2
Neo-Tokyo Cyberpunk Rain Reflections
A dense futuristic cyberpunk boulevard in Neo-Tokyo during midnight heavy downpour. Glowing holographic kanji advertisements reflected in street puddles, autonomous hovering vehicles cutting through violet and cyan fog, cinematic atmospheric perspective, shot on Arri Alexa 65, Blade Runner aesthetic, unreal engine 5 render, photorealistic --ar 16:9 --v 8.2
Minimalist Zen Architectural Villa
Architectural Digest feature photograph of a modern brutalist concrete villa nestled in a bamboo forest near Kyoto. Floor-to-ceiling glass openings, tranquil reflecting infinity pool, soft golden hour sunlight filtering through wooden slats, warm minimalism, high-end interior styling, 8k --ar 16:9 --style raw --v 8.2
3D Isometric Glassmorphism App Icon System
A 3D isometric floating fintech app icon depicting an iridescent glowing crystal graph with translucent frosted glass layers. Vibrant violet and emerald ambient lighting, raytraced subsurface scattering, clean dark background, clay render aesthetic, Blender 3D cycles, hyper-detailed --ar 1:1 --v 8.2Production Animated React Navbar Architecture
Write a production-grade, accessible React TypeScript navbar component using Tailwind CSS and Framer Motion. It must support sticky glassmorphism backdrop, active route highlighting, mobile drawer sheet, keyboard accessibility (WCAG 2.1 AAA), and smooth hover pill indicator transition.Next.js 15 Server Action with MongoDB & Prisma
Create an idiomatic Next.js 15 App Router Server Action with Prisma ORM and MongoDB. It must validate inputs with Zod, extract the domain from a URL, enforce rate limits with Upstash Redis, handle database transactions safely, and return typed union responses { success: true, data } | { success: false, error }.C-Suite SaaS Growth & Retention Intelligence
You are an elite enterprise CFO and growth strategist. Analyze the raw cohort metrics below: [ARR: $18.4M, Net Revenue Retention: 114%, Gross Churn: 0.8% MoM, Blended CAC Payback: 14.2 months, LTV/CAC: 4.8x]. Deliver an executive memo assessing capital efficiency, runway risk under down-market scenarios, and 3 strategic pricing levers to expand ARPU.$50K+ ACV B2B Cold Outreach Pipeline
Draft a 3-touch high-ticket B2B cold email sequence targeting enterprise CTOs and VP Eng for our AI code security platform. Rules: Touch 1 must cite a specific recent dependency vulnerability vector. Touch 2 must offer an interactive 60-second sandbox audit (no sales pitch). Touch 3 is a polite breakup email. Keep all emails under 85 words.
Photorealistic Editorial Cinematic Portrait
Cinematic medium close-up of a 30-year-old Scandinavian architect inspecting blueprints on a glass desk at dusk. Soft ambient twilight mixed with warm 3200k incandescent task lighting, shot on 35mm Kodak Portra 400, natural skin pores and subtle imperfections, realistic depth of field, authentic fabric texture, no plastic sheen, masterpiece.Fullstack Modern Analytics Dashboard Component
Create a high-density enterprise SaaS analytics dashboard card using Tailwind CSS, Lucide React icons, and accessible HTML. Include a 30-day MRR sparkline, month-over-month growth delta pills with green/red status badges, hover tooltips, and an export CSV dropdown action button.Cyberpunk Synthwave Driving Anthem
[Style: 80s Retrowave, Dark Synthwave, 128 BPM, analog Moog bassline, punchy gated snare, lush female vocal hook] [Intro: pulsing arpeggiator, atmospheric rain tape-stop] [Verse 1: Neon reflections on the windshield, midnight highway with nowhere to turn] [Chorus: soaring vocal lead with wide stereo chorus and energetic analog synth drop]Multi-Tenant RBAC Database & Auth Architecture
Generate an end-to-end Supabase PostgreSQL schema with strict Row Level Security (RLS) for a multi-tenant B2B application. Tables required: organizations, users, memberships (roles: owner, admin, member), and projects. Provide the security definer function to check tenant access efficiently.
Impressionist Cream Mums Painting
A textured oil painting of cream large mum florals with a vintage aesthetic, set against dark background. The flowers are detailed, with visible brushstrokes in an impressionist style. The canvas has a slightly aged appearance with soft weathering effects, evoking an antique feel. The color palette includes subtle cream, beige, and soft gray and black tones, with a harmonious balance between the flowers and the backdrop
Punk Fashion at MET Gala
high end punk fashion, at the MET gala, attitude, shot on tri-x. Solarium, styled by Gwen Stefanie and Will.i.am by Steven Meisel f/ 11 --ar 3:4 --style raw --v 7 --profile ib343oi --profile xwilsge
Cosmic Umbrella Fantasy Illustration
a dreamy transparent umbrella in cosmic colors, glowing stars scattered across the umbrella canopy, deep blue and purple hues, golden sparkles, celestial moon and star details, magical glowing particles, fantasy illustration, soft light, dreamy atmosphere, anime style, watercolor and gold ink texture --chaos 100 --ar 3:4 --v 7 --stylize 1000 --profile 4sob61m
Anime Nighttime Countryside Scene
Anime illustration by Katsuhiro Otomo, a perfectly centered, top-down view of a serene nighttime countryside setting. A vintage car is parked symmetrically in the middle of the scene, its headlights casting a soft, warm glow on the ground. Just in front of the car, a handsome young man lies on his back on the grassy field, wearing headphones and enjoying music. His relaxed posture is surrounded by scattered orange and red wildflowers, adding vibrant accents to the lush green grass. The lighting from the car creates a cinematic glow, while the surrounding environment fades into subtle darkness, enhancing the cozy, tranquil mood. Ultra-HD, high quality, realistic lighting, detailed textures, cinematic composition, masterpiece-level details --no blurry elements, girl, woman, low quality, watermark. --ar 9:16 --stylize 500
Korean Printed Sweater Design
Sweater, white background, swinging, tiling, solid color, printed, loose fitting, Korean version, round neck --stylize 750
Whimsical Cityscape with Balloons
Driving under the city landscape and sunlight, with a pink background and clouds in the sky, made of clouds and marshmallows. Colorful heart-shaped balloons float on the streets, made of wool felt, DETALLES AMARILLOS, un carro Shelby Cobra,
Minimalistic Dinosaurs in Ink
two simple cartoon dinosaurs running next to each other, in the style of black ink tattoo / minimalistic design / no background / bold outlines, simple shapes, low detail, high quality, high resolution --profile 5o6dah6
Playful Tarot Procrastinator Illustration
An illustration of the tarot card "The Procrastinator," with an illustrated skeleton laying on the ground in front of an armchair surrounded by houseplants and books on shelves. The background is pastel pink and green. Below it reads 'The Procrastinator' in a playful font. It's a fun and colorful design that would appeal to people who love home decor or comfortable living spaces.
Camel Riders on Fabric Terrain
A group of camel riders walking on the topography made from fabrics, in digital art style, high angle shot, hyper-realistic details, golden light and blue sky, surrounded by intricate patterns, symbolizing travel through desert landscapes. The fabric is adorned with traditional embroidery patterns, creating an atmosphere reminiscent of an endless horizon --ar 3:4 --stylize 200
Watercolor Crabapple Blossoms
A Chinese painting of crabapple blossoms on the branch, pink and white flowers with green leaves, hand drawn watercolor style, on light brown paper background, clean lines, delicate brushwork, high resolution, high detail, high quality, high definition, high sharpness, high contrast, high color saturation, high naturalism, high realism, high clarity, high detail,,in
Aerial Shadows of Walkers
extreme high angle aerial shot of people walking down the page with long shadows behind them white bckground
Halftone Shark Teeth Illustration
vintage halftone image of a shark showing it's teeth --chaos 10 --ar 3:4 --style raw --v 7 --stylize 250
Surreal Palm Trees Desert
california tall palm trees hovering in Natural desert, desolate desert, surreal, realistic, palm tree, Dark stormy ominous but smooth sky, desert palm tree::1 --chaos 77 --ar 2:3 --quality 2 --stylize 1000 --profile uy3ujyf
Cinematic Cyclist in Motion
A dynamic illustration capturing motion in photography--A professional photographer tracking a fast-moving cyclist, using a high-speed camera with motion blur in the background but a sharp, focused subject. The setting is an urban street with golden-hour lighting, emphasizing speed and clarity. Cinematic composition, ultra-detailed, high-definition rendering
Hyper-Realistic Shark Pizza Attack
urney: "A massive shark leaping out of the ocean, mouth wide open, about to bite into a floating, steaming-hot pepperoni pizza. The cheese stretches as the shark’s teeth sink in. The scene is hyper-realistic, dynamic, and cinematic, with splashes of water and mist in the air. 8K ultra-detailed textures.
Synthwave Portrait of Woman
A minimalist oil painting in the style of synthwave, a portrait of an orange-haired woman with buildings in her shadow on the right side of the composition, a muted color palette, moody and tranquil scenes, visible brush strokes, and a light blue background with low contrast. --ar 2:3 --quality 2 --stylize 50
Modern Living Room Interior
Interior view, Modern style living room, Large floor-to-ceiling windows in cotton and linen style, Curtains take up one-third of the picture, Mix and match styles of furniture, Cotton and linen sofa, The overall color is white, black
Gongbi Dining Scene Illustration
A Chinese gongbi painting depicts an ancient scene of eating, where two people sit opposite each other and eat together, with a table filled with vegetables
Pixelated Hands in Glitch
two pixelated futuristic hands reaching toward each other, inspired by Michelangelo's "The Creation of Adam", pixel art style, electronic glitch aesthetic, cybernetic texture, white glowing points forming the hands, digital pointillism, dark black background with subtle LCD glass panel texture, glossy screen reflections, faint holographic blue and purple light leaks, futuristic minimalism. In the center, a small white sailboat icon representing the Midjourney logo, below it the word "Midjourney" in clean small white text, cinematic lighting, high contrast, modern cyber aesthetic, ultra-detailed --chaos 20 --ar 9:16 --style raw --v 7 --stylize 500
Vintage Computer Room Chaos
A vintage photograph of an old computer room with retro tech, 80s style graphics on the screen and a lot of wires in dark colors. In front there is retro poster of intergalactic war game with space ship battle. On one wall we can see some space age pictures of people wearing futuristic space suits. kodak film photography, analog film grain effect, nostalgic mood, 90's vibe, vintage --chaos 25 --ar 9:16 --style raw --v 7 --stylize 800 --profile 6p65225
Perfume Bottle on Rocks
Product photography, perfume bottle with red liquid inside on top of black rocks surrounded by berries, forest background, photo taken from the front, vibrant colors, soft lighting, high resolution, hyper realistic, highly detailed, sharp focus, commercial photography, professional product photographer, stunning photography, trending in art station, behance award winning photography, instagram story, advertising photography, beautiful, aesthetic, minimalistic, modern, sleek, shot using Canon EOS R5 camera --ar 3:4 --v 7 --stylize 750
Black and White Subway Portrait
Realistic photo of a modern woman waiting for a subway train, black and white photo --v 7 --stylize 50 --profile fzlq8yd
Evolutionary Stages Human to Giraffe
A vintage scientific illustration depicting the gradual evolution from a human to a giraffe in five detailed profile stages, meticulously hand-drawn with fine ink lines and subtle watercolor shading, reminiscent of 19th-century zoological anatomy books, aged paper texture, labeled evolutionary phases with Latin names, warm sepia and muted earthy tones, precise anatomical detailing, side view
Hatsune Miku in Action Cinema
Hatsune Miku in the style of Hong Kong action movies directed by John Woo --v 7
Hyper-Realistic Dragon Encounter
**Make it look like a photo, okay? A realistic photo! No CGI look! A hyper-realistic photograph capturing a…** terrifyingly majestic moment atop a crumbling cliff edge at twilight, where a colossal ancient dragon--its obsidian-black scales cracked with glowing magma veins--stands towering above a lone armored warrior no larger than a fingernail by comparison. The dragon’s eye alone is the size of a boulder, glowing with an eerie amber fire, fixed directly on the human below. The dragon’s wings are half-unfurled, spanning wide across the sky like torn sails, casting an immense shadow across the broken earth. Wind howls as dust and ash swirl through the air, lit by the orange glow of a distant erupting volcano. The warrior’s cape flutters violently in the gale, his silhouette dwarfed to near insignificance beside the monster. The camera captures this from a low angle near the warrior’s side, looking up at the behemoth, emphasizing the sickening scale difference. A faint lens flare cuts across the scene from the setting sun peeking behind the dragon’s wing. ultra-realistic, cinematic, DSLR look, natural lighting, texture-rich, realistic imperfections, atmospheric haze, volcanic ash particles, glowing magma, shallow depth of field on the foreground debris --ar 9:16 --style raw --v 7Gmail MCP Autonomous Executive Email Triager
You are my executive Chief of Staff with direct access to my inbox via the Gmail MCP server.
Workflow Protocol:
1. Call list_messages or search_messages for query "is:unread newer_than:2d".
2. Categorize all incoming emails into:
- 🔴 URGENT: Direct inquiries from VIP partners, investors, or critical production alerts.
- 🟡 ACTION REQUIRED: Meeting scheduling, contract approvals, or project review requests.
- ⚪ FYI / NEWSLETTERS: Synthesize into a single bullet point digest.
3. For all URGENT and ACTION REQUIRED threads, read the message content and draft concise, professional reply proposals in my tone (warm, decisive, concise).
4. Safety Rule: NEVER send an email autonomously. Output each proposed reply inside a preview box and ask for my explicit confirmation before calling send_message.GitHub MCP Autonomous Code Reviewer & PR Auditor
You are a Principal Staff Software Engineer equipped with the GitHub MCP server.
Review Protocol:
1. Use get_pull_request to inspect PR #{pr_number} on {owner}/{repo}.
2. Call get_pull_request_files and list_pull_request_commits to examine diffs and commit history.
3. Inspect CI/CD workflow runs via get_workflow_run.
4. Perform an in-depth audit focusing on:
- Security vulnerabilities (SQL injection, unescaped inputs, exposed secrets)
- Performance bottlenecks (N+1 database queries, unmemoized expensive loops)
- Missing unit test coverage and breaking API contracts.
5. Format your review in markdown with "What's done well", "Critical blockers", and actionable code diff suggestions. Draft an automated comment using create_issue_comment only after my approval.Playwright MCP Autonomous Browser Testing & Web Crawler
You are an automated browser test engineer powered by the Playwright MCP server.
Execution Steps:
1. Use browser_navigate to visit target URL: "{target_url}".
2. Use browser_snapshot to inspect the semantic accessibility tree and locate interactive form elements.
3. Simulate realistic user interaction:
- Fill form fields using browser_fill_form.
- Click navigation links and CTA buttons using browser_click.
- Wait for network idle with browser_wait_for.
4. Capture high-resolution proof screenshots with browser_take_screenshot at each milestone.
5. If any console errors or failed network requests occur, extract them via browser_console_messages and provide root cause diagnosis.PostgreSQL MCP Intelligent Database Analyst & Schema Guard
You are a Lead Database Administrator equipped with the PostgreSQL MCP server.
Safety Protocol:
- Read-Only Mode: Only execute SELECT queries unless explicit written permission is granted for schema migrations.
- Never run DELETE or UPDATE without a WHERE clause and LIMIT.
Task Instructions:
1. Use list_tables to explore available schemas.
2. Call describe_table on "{target_table}" to inspect columns, foreign keys, and indexes.
3. Write an optimized query to calculate: {analytical_goal}.
4. Run EXPLAIN (ANALYZE, BUFFERS) before returning results to verify index scans and zero sequential full-table scans on tables over 10,000 rows.Filesystem MCP Local Multi-File Architecture Refactorer
You are an autonomous codebase migration agent with access to my project directory through the Filesystem MCP server.
Migration Protocol:
1. Call list_directory to inspect the workspace tree and locate all components matching "{pattern}".
2. Read target files using read_file.
3. Identify deprecated patterns, unnecessary re-renders, and missing TypeScript types.
4. Generate an execution roadmap before writing changes.
5. Use write_file or replace_file to update each module sequentially, ensuring zero circular dependencies and 100% backward compatibility.Brave Search MCP Real-Time Web Intelligence Agent
You are an elite competitive intelligence researcher connected to the live internet via the Brave Search MCP server.
Research Instructions:
1. Execute brave_web_search for topic: "{research_topic}".
2. Analyze recent results from the last 30 days, prioritizing official changelogs, GitHub releases, SEC filings, and engineering blogs.
3. Cross-reference claims across at least 3 independent sources.
4. Deliver a structured intelligence brief:
- Executive Summary (3 bullets)
- Emerging Trends & Technical Shifts
- Competitor Pricing & Feature Matrix
- Direct source links for every citation.Slack MCP Autonomous Daily Standup & Incident Synthesizer
You are our team's AI Operations Lead equipped with the Slack MCP server.
Daily Standup Synthesis:
1. Use list_channels to find #dev-updates, #alerts, and #product-announcements.
2. Read all messages sent in the last 24 hours using get_channel_history.
3. Group updates by team member:
- 🟢 Completed Tasks & Shipped Features
- 🚧 In-Progress Initiatives
- 🛑 Blockers & Impending Deadlines
4. Flag any critical Sentry/DataDog alerts mentioned in #alerts.
5. Format into an executive summary and draft a standup message for #engineering-general.Google Drive MCP Enterprise Knowledge & SOP Synthesizer
You are our Chief Operating Officer's executive research assistant with Google Drive MCP access.
Workflow:
1. Use search_files for query "name contains 'Q3 2026 Strategy' or name contains 'Product Roadmap'".
2. Retrieve and extract document text with get_file_content.
3. Cross-reference company OKRs against customer feedback interview notes located in folder "/Customer Interviews 2026".
4. Produce a unified, 1-page strategic roadmap summary highlighting:
- Top 3 company priorities
- Engineering capacity allocation vs business impact
- Key operational bottlenecks and mitigation strategies.