MCP Integration

Manage prompts from
your AI assistant

Connect Claude, Cursor, VS Code, and more to ForPrompt. Read, create, update, and version prompts directly from your development environment.

What you can do with MCP

Control your prompts through natural language commands

Read & Search Prompts

Access your entire prompt library. Search by name, key, or content. View prompt details including purpose, constraints, and version history.

"List all my prompts"
"Show me the customer-support prompt"
"Find prompts related to onboarding"
"What are the constraints for sales-agent?"

Create New Prompts

Create prompts directly from your AI assistant. Define purpose, behavior, constraints, and output format through natural conversation.

"Create a prompt for handling refund requests"
"Make a new code-review prompt"
"Set up a prompt with key lead-qualifier"
"Clone support-agent as support-v2"

Update & Iterate

Modify existing prompts without leaving your workflow. Each change creates a new version automatically.

"Update sales-pitch to be more conversational"
"Add constraint: never promise discounts over 20%"
"Change the output format to JSON"
"Make onboarding-bot more friendly"

Version Control

Track changes, compare versions, and rollback when needed. Every modification is versioned and reversible.

"Show version history of support-agent"
"Compare v2 and v5 of sales-pitch"
"Rollback customer-service to version 3"
"What changed in the last update?"

Project Integration

Let your AI assistant set up ForPrompt in your codebase. Auto-detect language, install SDK, and generate type definitions.

"Set up ForPrompt in this project"
"Generate TypeScript types for my prompts"
"Show me how to use this prompt in code"
"Install the Python SDK"

Deploy & Activate

Manage which version is active in production. Deploy with confidence knowing you can rollback instantly.

"Deploy version 4 of onboarding to production"
"Activate the latest version of support-bot"
"Which version is currently active?"
"Rollback to the previous version"

Setup

Select your editor and add the configuration

Cursor

AI-first code editor

1Create .cursor folder in your project root
2Create mcp.json file inside .cursor folder
3Paste the configuration and add your Project API Key
4Restart Cursor to activate
.cursor/mcp.json
{
  "mcpServers": {
    "forprompt": {
      "command": "npx",
      "args": ["-y", "@forprompt/sdk", "mcp", "start"],
      "env": {
        "FORPROMPT_PROJECT_API_KEY": "your_project_api_key"
      }
    }
  }
}

Ready to connect?

Get your Project API Key and start managing prompts from your AI assistant.