Your Prompts. Always Available.
With MCP, stop copy-pasting prompts. Give your AI tools instant access to your entire prompt library. Create, update, and organize prompts directly from your conversations—no manual work required.
GitHub Repo
Why MCP Matters
Unified Integration
One protocol for any LLM or AI tool. Claude, ChatGPT, local models—if it supports MCP, it works with Prompteka.
Direct Access
Bypass copying and pasting. Your AI tools get instant access to your entire prompt library in context.
Safe & Transactional
ACID transactions with automatic retry logic. Your data stays consistent no matter what.
CLI-First Design
Built for developers. Use from terminal, scripts, and automation tools with clean, predictable APIs.
Always Available
Lightweight, always-on server. No cloud dependencies, no rate limits, complete offline support.
Privacy First
All data stays on your machine. The MCP server runs locally. Your prompts never leave your computer.
What if your prompts were instantly accessible?
Imagine never searching through old conversations again. Never copy-pasting the same prompt twice. Your entire prompt library—instantly available to any AI tool you use. Direct access, no friction, no manual work. Your prompts, always at hand when you need them.
MCP
Model Context Protocol — A bridge that lets any AI tool access your data and run commands. Think of it as giving your AI platform permission and instructions to interact with your prompt library.
Integration
The technical connection that allows any AI tool to access Prompteka. You don't need to think about it—it just works seamlessly in the background.
Second Brain
Your AI tools using your prompt library as memory—remembering your best prompts, preferences, and workflows so you don't have to repeat yourself.
Real-World Examples
See what's possible with Prompteka MCP
⚡ Find and Use Prompts
Search your library and instantly retrieve any prompt you need without switching windows.
and use it for this code"
📚 List My Prompts
Get a quick overview of your entire prompt library organized by folder.
in my Engineering folder?"
📁 Create Folders
Create new folders and organize your prompts on the fly during conversations.
'Customer Support' for me"
➕ Save Prompts
Save successful patterns and prompts directly from your conversation without interruption.
Code Review folder with 📝"
✏️ Update Prompts
Refine existing prompts and reorganize them as your needs evolve.
and move it to Templates"
🗑️ Clean Up
Delete outdated prompts or folders to keep your library focused.
in my Archive folder"
Why MCP? It's Not Just Hooks or Skills
People ask: "Why not just use AI assistant hooks or skills?" Great question. Here's the critical difference.
MCP: Direct Database Access
What it does: Your AI tools can query your database directly. Search prompts, create new ones, update existing ones—with full transactional safety and immediate database persistence.
Perfect for: Interactive data conversations with any AI platform
Skills: Procedural Knowledge
What it does: Embedded instructions on "how to do things." Think: "here's how to write good prompts" or "coding standards guide."
Perfect for: Teaching your AI tools your workflows
Hooks: Automation Triggers
What it does: Fire-and-forget shell commands. Run linters after edits, trigger git operations, format code automatically.
Perfect for: Automated workflows
The Real Question: What Can't Hooks/Skills Do?
- ❌ Hooks can't let your AI tools query your prompt database directly
- ❌ Skills can't provide database access or know what prompts you have
- ❌ Neither enables two-way data conversations with your AI tools
Feature Comparison at a Glance
| Feature | MCP | Skills | Hooks |
|---|---|---|---|
|
Live Data Access
Direct access to current prompt library without exporting or syncing
|
✅ | — | — |
|
Query Your Prompts
Search and filter prompts by title, content, and metadata programmatically
|
✅ | — | — |
|
Interactive Conversations
Two-way dialogue between AI and your prompts during live conversations
|
✅ | — | — |
|
Procedural Knowledge
Teaching AI how to perform tasks through examples and instructions
|
— | ✅ | — |
|
Automated Workflows
Trigger scripts or actions based on prompt events (create, update, delete)
|
— | — | ✅ |
|
Database Persistence
Changes committed to database immediately; refresh app to see UI updates
|
✅ | — | — |
The bottom line: MCP fills a gap that Skills and Hooks can't. You need all three for a complete AI workflow.
How It Works
🔑 Standard Protocol
Prompteka implements the Model Context Protocol (MCP)—a standardized specification by Anthropic for connecting LLMs and tools. This means:
- Works with any MCP-compatible AI tool or client
- No vendor lock-in or custom integrations needed
- Language and platform agnostic
⚙️ Persistent Service
Unlike simple hooks or scripts, the Prompteka MCP server runs continuously with:
- Persistent SQLite database connection
- Transaction-based consistency
- Automatic retry and error recovery
- WAL (Write-Ahead Logging) for safe concurrent access
🛠️ Full CRUD Operations
Complete control over your prompt library:
- Create: New prompts with metadata (emoji, color, folders)
- Read: Search, filter, and retrieve prompts instantly
- Update: Modify any prompt property atomically
- Delete: Remove prompts or entire folder hierarchies safely
📦 Backup & Restore
Use the Prompteka app's built-in export feature to backup your entire library. The MCP server provides read/write access for data operations, while full backup/restore is safely handled by the Prompteka app itself to ensure data integrity.
Get Started with Prompteka MCP
MCP integration is available now via npm. Install prompteka-mcp to connect your AI tools to your prompt library.
Installation
npm install -g prompteka-mcp
Then configure your MCP client (Claude Desktop, Cursor, etc.) to use the server. See the GitHub repository for detailed setup instructions.
Quick Execution
Execute any prompt from your library instantly. Perfect for AI tool integration and CLI workflows.
Full-Text Search
Search across all your prompts by title, content, and metadata. Find exactly what you need.
Folder Management
Create nested folder structures. Organize prompts logically and access by hierarchy.
Create Prompts
Add new prompts programmatically with emoji, colors, and folder organization.
Update Operations
Modify prompt content, properties, and organization with full transaction safety.
Delete Safely
Remove prompts or folders with atomic operations and proper cleanup.
Atomic Transactions
All write operations are ACID-compliant and atomic. Data integrity guaranteed even if interrupted.
Complete Privacy
All operations stay local. No cloud, no tracking, no data collection ever.
Single Source of Truth
Your prompt library is stored in one place. All changes via MCP are persisted immediately to the database.
Ready to integrate Prompteka with your AI tools? Check out the official MCP specification and our GitHub repository for implementation details.
Get Started with Prompteka MCP
Download the Prompteka app and explore the MCP integration documentation to connect your tools and start building powerful AI workflows.