Preflight Prompt Triage

Example Use Cases

• 1

  Catch and clarify vague or ambiguous developer prompts before execution.

• 2

  Semantic search and timeline intelligence across project session histories.

• 3

  Cross-service contract awareness and multi-step task sequencing.

Description

Preflight is a 24-tool MCP server designed for Claude Code that automatically classifies and processes developer prompts to prevent vague instructions from causing costly wrong-to-fix cycles. It provides semantic search across session history, cross-service contract awareness, and detailed scorecards to improve prompt discipline and session efficiency. By onboarding project history and contracts, it enables intelligent triage, correction pattern learning, and cost estimation, helping developers save tokens and streamline their coding workflows.