CLI • LSP • MCP Server • Python API

Write prompts. Lint them.
Test them. Ship them.

The developer toolkit for testing, analyzing, optimizing, and versioning AI prompts. Stop debugging vague LLM outputs in production.

$ pip install promptlint
Try Live Playground ↓ Explore Features

Live Interactive Playground

Paste any LLM prompt below to analyze quality score, detect security issues, and test auto-fix.

Sample Prompts:
Characters: 0 Est. Tokens: 0 (~$0.00)
Quality Diagnosis Evaluating...
100

Excellent Prompt

Based on structure, clarity, non-ambiguity & security guidelines.

Complete Toolkit for Prompt Engineering

Built for developers and AI engineers who demand deterministic reliability and safety in production prompts.

🛡️

Security & Secret Protection

Detects hardcoded API keys (OpenAI, AWS, Anthropic, GitHub) and flags potential prompt injection vulnerabilities before they hit version control.

📐

Structural & Clarity Analysis

Verifies role specification, system instructions, explicit constraints, output formats, and flags vague language like "make it good".

Deterministic & Magic Fixers

Instantly re-format prompts locally, or use `--magic` to trigger AI-powered prompt expansion for state-of-the-art prompt architecture.

Native Tooling Integrations

Use PromptLint seamlessly across your CLI, IDE, or AI Agent workflows.

💻

CLI Terminal

Rich terminal output with color-coded severity badges and exit codes.

🔌

VS Code Extension

Real-time IDE diagnostics via Language Server Protocol (LSP).

🤖

MCP Server

Exposes native tools to Claude Code, Antigravity, and Cursor agents.

🐍

Python SDK

Integrate linting programmatically into unit tests and CI pipelines.