Python Docs MCP Server gives AI coding agents local access to the official Python standard library docs. It can look up docs by Python version, return specific sections, and keep answers compact for clients like Claude Desktop, Cursor, and Codex. It runs without API keys or a hosted service.
Retrieve Spark driver logs from completed notebook executions to debug Python errors and analyze Spark behavior. Use stdout for Python tracebacks or stderr for system logs.
Refines vague coding requests into structured, agent-specific prompts by extracting requirements, filling edge cases, and running quality checks. Ideal for under-specified tasks before handing to a coding agent.
Retrieve detailed specifications for Auth Admin methods in the Supabase Python SDK, including names, parameters, types, and return values, to ensure correct usage in database management workflows.
Execute Python code in a secure sandbox environment for calculations and data manipulation. The tool runs simple Python scripts with restricted imports and returns results with logs.
Execute Python or JavaScript code securely in a sandboxed environment with configurable timeout up to 60 seconds. Authenticate using a credit token or x402.