ToolFront MCP Server

--- icon: lucide/bot --- # Connect AI agents Let's connect AI agents to query your app. ## Set up API key Export your LLM API key: ```console $ export OPENAI_API_KEY="sk-..." ``` ## Command Line Query your app from the terminal: ```console $ toolfront ask http://127.0.0.1:8000 "Analyze logs on Feb 3" --model "openai:gpt-5" ``` ## Python SDK Use the Python SDK to query apps from code: ```python from toolfront import Application app = Application(url="http://127.0.0.1:8000") result = app.ask("Analyze logs on Feb 3", model="openai:gpt-5") ``` ## MCP server Connect apps to MCP clients like Claude Code or Cursor: ```json title="claude_desktop_config.json" { "mcpServers": { "status-checker": { "command": "uvx", "args": ["toolfront", "mcp", "http://127.0.0.1:8000"] } } } ``` > Aask questions directly through your MCP client --- !!! success You've connected AI agents to your running app. **Next:** Explore the [documentation](../../documentation/application/markdown.md) to build more complex RAG apps