preflight-dev-preflight
24-tool MCP server for Claude Code that catches vague prompts before they waste tokens. Includes 12-category prompt scorecards, session history search with LanceDB vectors, cross-service contract awareness, correction pattern learning, and cost estimation.
- Score
- 70.3282 signals
- Evidence
- 12 stars · 4 forks
- Last commit
- as last read from GitHub; most reads are from 2 Sep 2026 or later
- Listed
Install
No one-command install. Set it up from its source.
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What it is
24-tool MCP server for Claude Code that catches vague prompts before they waste tokens. Includes 12-category prompt scorecards, session history search with LanceDB vectors, cross-service contract awareness, correction pattern learning, and cost estimation.
When to use it
When an agent needs the "Coding Agents" capability this MCP server exposes.
Source
Migrated from the awesome-mcp-servers navigation directory (category: Coding Agents). See https://github.com/preflight-dev/preflight.