How to Find the Perfect MCP Server on Antigravity AI Directory

Understanding MCP Servers

Model Context Protocol (MCP) servers extend your AI assistant beyond text generation. They provide direct access to:

• 🗄️ Databases (PostgreSQL, MongoDB, Redis)
• 🔧 APIs (GitHub, Stripe, Slack)
• ☁️ Cloud services (AWS, Vercel, Supabase)
• 🛠️ Development tools (Figma, Linear, Notion)

Your AI can now execute actions, not just suggest code.

The Discovery Problem

Finding quality MCP servers is challenging:

❌ Documentation scattered across GitHub repos
❌ Unclear setup instructions
❌ Unknown reliability
❌ Difficult to compare options
❌ No central directory

Solution: Antigravity AI Directory's curated collection of 69 servers.

Step-by-Step Selection Guide

Step 1: Browse by Category

Visit antigravityai.directory/mcp and explore categories:

Database Servers (9 total)

• MongoDB - NoSQL operations
• Supabase - All-in-one backend
• PostgreSQL - Relational DB
• Redis - Caching layer
• Prisma - Type-safe ORM
• Neon - Serverless Postgres
• Pinecone - Vector database

Development Tools (12 total)

• GitHub - Repository management
• GitLab - CI/CD pipelines
• Linear - Issue tracking
• Atlassian - Jira & Confluence
• Notion - Documentation
• Figma - Design-to-code

Cloud & Deployment (8 total)

• AWS S3 - Object storage
• Vercel - Next.js hosting
• Netlify - JAMstack sites
• Heroku - PaaS platform

Communication (6 total)

• Slack - Team messaging
• Discord - Community chat
• SendGrid - Email delivery
• Twilio - SMS & voice

AI & Search (5 total)

• Pinecone - Vector search
• Algolia - Search API
• Elasticsearch - Full-text
• Perplexity - AI search

Step 2: Evaluate Options

Compare servers based on:

• ⭐ Stars - Community popularity
• 📝 Description - Use case fit
• ⚙️ Complexity - Setup difficulty
• 🔑 Requirements - API keys needed

Step 3: Review Documentation

Click any server to see:

• Detailed description
• Configuration template
• Environment variables
• Installation steps
• Example usage

Step 4: Copy Configuration

One-click copy to clipboard:

{
  "mcpServers": {
    "supabase": {
      "command": "npx",
      "args": ["-y", "@supabase/mcp-server"],
      "env": {
        "SUPABASE_URL": "https://your-project.supabase.co",
        "SUPABASE_KEY": "your-anon-key"
      }
    }
  }
}

Step 5: Install & Test

1. Add to your AI config file
2. Set environment variables
3. Restart AI assistant
4. Test with a prompt!

Featured Servers Deep Dive

🐙 GitHub MCP Server

Perfect for:

• Repository management
• Pull request reviews
• Issue tracking
• CI/CD automation

Setup:

{
  "github": {
    "command": "npx",
    "args": ["-y", "@modelcontextprotocol/server-github"],
    "env": {
      "GITHUB_PERSONAL_ACCESS_TOKEN": "ghp_xxxxx"
    }
  }
}

Example prompt:
"List all open PRs in my repository with more than 2 comments"

⚡ Supabase MCP Server

Perfect for:

• Database queries
• User authentication
• File storage
• Real-time subscriptions

Example prompt:
"Fetch all users where reputation > 100 ordered by created_at DESC"

💳 Stripe MCP Server

Perfect for:

• Payment processing
• Subscription management
• Customer billing
• Refund handling

Example prompt:
"Create a checkout session for the Pro plan at $29/month"

Pro Tips for Success

1. Start Read-Only

Use read permissions first. Test thoroughly before granting write access.

2. Use Environment Variables

Never hardcode credentials:

# .env
GITHUB_TOKEN=ghp_xxxxx
STRIPE_KEY=sk_test_xxxxx

3. Test in Development

Use sandbox/test API keys before production.

4. Combine Multiple Servers

Full-stack example:

• Supabase (database)
• Stripe (payments)
• SendGrid (emails)
• Vercel (deployment)

5. Monitor Rate Limits

Be aware of API limits when using servers frequently.

Common Use Cases

SaaS Application Stack

1. Supabase - Database & auth
2. Stripe - Payment processing
3. SendGrid - Transactional emails
4. Vercel - Deployment & hosting

DevOps Automation Stack

1. GitHub - Code management
2. Vercel - Auto-deployments
3. DataDog - Monitoring
4. Sentry - Error tracking

Content Platform Stack

1. Notion - Content management
2. Cloudinary - Media optimization
3. Algolia - Search functionality
4. Netlify - Static hosting

Troubleshooting Guide

Issue: Server Not Found
Solution: Verify package name spelling and availability

Issue: Authentication Failed
Solution: Double-check API keys and environment variables

Issue: Rate Limited
Solution: Implement request throttling or upgrade API plan

Issue: Permission Denied
Solution: Verify token has required scopes

Next Steps

Ready to supercharge your AI workflows?

👉 Browse All 69 MCP Servers
👉 Filter by Category
👉 Submit Your Configuration

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Build faster with the right tools.
Explore MCP servers at antigravityai.directory/mcp