Prompyai

Prompyai is an MCP (Model Context Protocol) server that provides context-aware, AI-powered prompt intelligence for coding assistants, especially Claude CLI. It evaluates prompts based on your real codebase, scoring them on specificity, context completeness, task clarity, and file/folder anchoring. Prompyai can rewrite prompts using actual file paths and symbols, deliver tailored improvement suggestions, and supports project summaries, symbol verification, session history, and monorepo architectures. It's suitable for developers who want to improve codebase-aware prompt writing and integrate prompt evaluation into their development workflows.