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Prompt Forge MCP server for secure LLM gateway access

Project description

Prompt Forge MCP Server

Python MCP server that exposes Prompt Forge secure gateway tools over the Model Context Protocol.

Works with any MCP-compatible AI CLI: Claude Code, Claude Desktop, Gemini CLI, OpenAI Codex CLI, or any custom MCP client.

Install

pip install promptforge-mcp

Quick Start

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "promptforge": {
      "command": "promptforge-mcp",
      "env": {
        "PROMPTFORGE_API_KEY": "your-api-key",
        "PROMPTFORGE_ORG_ID": "your-org-id",
        "PROMPTFORGE_ADMIN_TOKEN": "your-admin-token"
      }
    }
  }
}

Claude Code

claude mcp add promptforge -- promptforge-mcp

Then export the required environment variables in your shell before launching Claude Code.

Gemini CLI

Add to ~/.gemini/settings.json:

{
  "mcpServers": {
    "promptforge": {
      "command": "promptforge-mcp",
      "args": [],
      "env": {
        "PROMPTFORGE_API_KEY": "your-api-key",
        "PROMPTFORGE_ORG_ID": "your-org-id",
        "PROMPTFORGE_ADMIN_TOKEN": "your-admin-token"
      }
    }
  }
}

OpenAI Codex CLI

Add to ~/.codex/config.json:

{
  "mcpServers": {
    "promptforge": {
      "command": "promptforge-mcp",
      "args": [],
      "env": {
        "PROMPTFORGE_API_KEY": "your-api-key",
        "PROMPTFORGE_ORG_ID": "your-org-id",
        "PROMPTFORGE_ADMIN_TOKEN": "your-admin-token"
      }
    }
  }
}

Run directly (stdio)

Any MCP client that launches a subprocess can use this directly:

export PROMPTFORGE_API_KEY="your-api-key"
export PROMPTFORGE_ORG_ID="your-org-id"
export PROMPTFORGE_ADMIN_TOKEN="your-admin-token"
promptforge-mcp

Run as HTTP/SSE server

For clients that connect over HTTP instead of spawning a subprocess:

promptforge-mcp --http
# or
MCP_TRANSPORT=http MCP_PORT=8765 promptforge-mcp

Then point your MCP client at http://localhost:8765/sse.

Environment Variables

Variable Required Default Description
PROMPTFORGE_API_KEY Yes (for gateway) API key for gateway requests
PROMPTFORGE_ADMIN_TOKEN Yes (for admin tools) JWT token for secure mode, billing, providers, and audit tools
PROMPTFORGE_ORG_ID Yes (for admin tools) Default organization ID
PROMPTFORGE_API_BASE No https://api.secureprompt.tech API base URL
PROMPTFORGE_GATEWAY_URL No {API_BASE}/v1/gateway/requests Gateway endpoint override
PROMPTFORGE_TIMEOUT No 30 Request timeout in seconds
PROMPTFORGE_MCP_TOOLS_PATH No Override path for tool definitions JSON
MCP_RATE_LIMIT_PER_MINUTE No 60 Rate limit per minute
MCP_TRANSPORT No stdio Transport mode (stdio or http)
MCP_HOST No 0.0.0.0 SSE server host
MCP_PORT No 8765 SSE server port

MCP Tools

Gateway

Tool Description
promptforge.secure_generate Send a request through the secure LLM gateway
promptforge.list_gateway_requests List gateway request logs for an org (metadata only)

Secure Mode

Tool Description
promptforge.redact_and_tokenize Tokenize sensitive entities in text
promptforge.detokenize Restore tokenized text using a vault reference
promptforge.list_secure_mode_entities List valid entity types for redaction
promptforge.get_secure_mode_config Get org's Secure Mode configuration

Policies

Tool Description
promptforge.policy_dry_run Evaluate a policy decision without executing a call

Audit

Tool Description
promptforge.audit_query Query audit logs (admin-only)

Billing

Tool Description
promptforge.get_billing_status Get billing status and usage metrics for an org
promptforge.list_billing_plans List available billing plans

Providers

Tool Description
promptforge.list_providers List configured LLM providers for an org
promptforge.test_provider Test a provider connection and validate credentials

Docker

docker build -t promptforge-mcp .
docker run -p 8765:8765 \
  -e PROMPTFORGE_API_KEY=your-key \
  -e PROMPTFORGE_ORG_ID=your-org \
  -e PROMPTFORGE_ADMIN_TOKEN=your-token \
  promptforge-mcp --http

License

MIT

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