preflight-dev/preflight
Search
Free
Open Source
📇 🏠 🍎 🪟 🐧 - 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.
<p><strong>preflight-dev/preflight</strong> is a search MCP server that 📇 🏠 🍎 🪟 🐧 - 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..</p>
<h2>How to Use preflight-dev/preflight</h2>
<p>To use preflight-dev/preflight, you need an MCP-compatible client such as Claude Desktop, Cursor, or VS Code with an MCP extension. Once configured, the AI model can automatically use the tools provided by this server.</p>
Key Features
- Open source with community contributions
- Web search integration
- Structured result parsing
Similar MCP Servers
View all →
Everything Claude Code
The agent harness performance optimization system. Skills, instincts, memory, security, and...
Mcp For Beginners
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through...
Desktopcommandermcp
This is MCP server for Claude that gives it terminal control, file system search and diff file...
Claude Context
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.