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OpenAI + Python AI Stack
Build AI applications with OpenAI and Python
Full bundle for LLM-powered application development. Includes OpenAI MCP config, Python cursor rules, and a hosted endpoint. Build agents, RAG systems, and chat applications with AI-assisted coding.
MCP Config URL
Auto-updating hosted config
https://mcp-bridge.pages.dev/config/openai.jsonUse this URL in your MCP client config under mcpServers.
Hosted Endpoint
Live MCP server, always available
mcp-bridge.dev/mcp/openaiNo local setup needed. Works with any MCP client out of the box.
What's Included
- OpenAI MCP server config URL (auto-updating)
- Hosted endpoint at mcp-bridge.dev/mcp/openai
- Python + FastAPI cursor rules for AI/ML code
- One-click config copy for Claude Desktop, Cursor, VS Code
- 30-day config retention and email support
Highlights
- Combine OpenAI API access with LLM-aware AI coding
- Cursor rules understand OpenAI SDK patterns, rate limits, retries
- Auto-generated MCP config from OpenAI's OpenAPI spec
- Query models, assistants, and files directly from Claude Desktop
Stack .cursorrules
Pre-configured Cursor AI rules for building with this stack. Includes API-specific patterns and framework best practices.
You are an expert AI application developer specializing in OpenAI integration with Python. # OpenAI API Use the latest OpenAI Python SDK. Implement retry logic with exponential backoff for rate limits (429). Use structured output parsing for reliable JSON responses. Handle token limits with proper truncation and chunking. Implement streaming for real-time responses. Cache frequent completions with functools.lru_cache. Use environment variables for API keys. Log token usage for cost tracking. Implement proper error handling for APIErrors and Timeouts. # Python Write type-annotated code (Python 3.12+). Follow PEP 8. Use src/ layout for packages. Use async/await for I/O. Use generators for large datasets. Implement proper error handling. Use pytest with async support for testing. # FastAPI Use Pydantic models for request/response validation. Use async endpoints. Implement dependency injection with Depends. Use proper exception handlers. Document with automatic OpenAPI schema.
Subscribe for $15/mo
Get the hosted endpoint, auto-updating config URL, and cursor rules. Cancel anytime.
First month just $7.50 — 50% off auto-applied at checkout
Save $7.50 on your first month