MCP Server Recipes
Connect multiple MCP servers into orchestrated workflows for Claude, Cursor, and every AI agent. Real tools, real prompts — copy-paste and run.
Audit Agency Websites Using MCP Servers
Your agency manages 15 client Webflow sites but nobody checks if last month's landing page update actually improved conversions , the designer shipped it, the PM marked it done, and the page sits there with a 0.4% conversion rate that nobody measures
Benchmark Seed Valuations Using MCP Servers
Your portfolio valuations compared, market comps pulled, benchmark report built , know if $12M pre-money for a Seed is reasonable before you negotiate
Book Appointments via WhatsApp Using MCP
Your AI agent checks availability, sends time slots via WhatsApp and logs every booking
Build an AI Tutor Using MCP Servers
You ask ChatGPT a math question and get a confident wrong answer. Wolfram Alpha gives the provably correct computation, Perplexity adds the research context, and Notion builds your personal knowledge base , an AI tutor that never hallucinates on math
Build Data-Backed Investment Theses Using MCP
Funding trends mapped, public market multiples benchmarked, sector thesis documented , build your investment thesis on data, not slides
Build Document Intelligence Using MCP Servers
You have 500 PDFs, contracts and reports that contain critical business knowledge locked inside files nobody reads , Unstructured extracts the content, Pinecone makes it searchable, and Notion indexes every document
Build Market Landscape Maps Using MCP Servers
Every player mapped, every round tracked, every segment visualized , walk into the IC meeting with the market map, not a guess
Build Serverless Data Warehouses Using MCP
You scrape data into CSV files that nobody queries , Firecrawl extracts structured web data, Neon stores it in serverless PostgreSQL you can query with SQL, and Sheets visualizes the results
Calculate Your Real Meeting Costs Using MCP
Your team has 340 hours of meetings this week across 47 events , and nobody has calculated that this costs $28,000 in engineering salaries just to sit in rooms and nod
Catch Frontend Downtime Early Using MCP Servers
Your landing page passed the Lighthouse audit but your checkout flow takes 11 seconds in Brazil because nobody runs synthetic checks from outside us-east-1
Consolidate Scattered Knowledge Using MCP
Half your documentation is in Notion and half is in Coda because two teams chose different tools , now nobody can find anything and onboarding a new engineer takes 3 weeks instead of 3 days
Create AI Podcast Content Using MCP Servers
You record a 45-minute podcast, spend 4 hours editing the transcript, and still do not have show notes, a blog post, or social clips , because transcription tools give you text but not intelligence
Create Multimodal Brand Content Using MCP
A designer charges $150 per social post and delivers in 48 hours. Your AI agent generates brand-consistent images with perfect typography, adds voice narration for video reels, and manages the content calendar in Notion , 30 posts per week, zero design software
Cut AI Model Costs Without Losing Quality via MCP
Your GPT-4o bill is $4,200/month and 60% of those calls could run on Groq for $0.003 , your agent finds the waste
Debug CI Pipeline Failures Faster Using MCP
Your CI pipeline takes 47 minutes and nobody knows which step is the bottleneck , your AI agent analyzes every build, identifies the slow steps, and posts a weekly efficiency report
Deploy Containers to Production Using MCP
Code pushed, images built, tags verified, deploys triggered, status reported , ship containers from commit to production in one prompt
Detect Infrastructure Drift Early Using MCP
Someone clicked 'apply' in the Cloudflare dashboard and your Terraform state no longer matches reality , your agent finds the drift
Detect Product-Market Fit Signals Using MCP
Tech stack analyzed, company growth verified, traction signals scored , verify product-market fit from the outside before you write the check
Extract Architecture Principles Using MCP
Code patterns formalized, universal laws derived, causal forces identified , replace ad-hoc architecture with mathematical proof
Find API Vulnerabilities First Using MCP
Your OpenAPI spec has 14 security findings and 3 match active HackerOne reports , your agent creates the tickets before the bounty payout
Find Codebase Duplications Using MCP Servers
Your codebase has 4 different implementations of date formatting, 3 versions of the retry logic, and 2 competing validation libraries , but nobody knows because grep only finds exact matches and these duplicates are semantic
Find SEO Content Gaps Using MCP Servers
Content gaps quantified with keyword difficulty, pillar-cluster architecture validated for topical authority , build SEO moats that competitors cannot outrank overnight
Fine-Tune AI Models Using MCP Servers
GPT-4 costs $30 per 1M tokens for your classification task , fine-tune a $0.20/M model on Together AI that scores 96% accuracy, track every experiment in W&B, and save $29.80 per million tokens
Fix Landing Page Copy Using MCP Servers
Psychological triggers validated, structural filler eliminated, proof hierarchy enforced , ship landing pages that convert skeptics into customers