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.
Run the underlying MCP server directly — without Agent-CoreX routing.
npx -y preflightAgent-CoreX intelligently routes which tools from preflight-dev/preflight your AI agent actually needs per request — reducing token usage and cost.
agent-corex.json
{
"mcpServers": {
"preflight": {
"command": "npx",
"args": [
"-y",
"preflight"
]
}
}
}Connect in 2 minutes. Only pay for the tools your agent actually uses.
Recommended: intelligent tool routing, lower costs
uvx agent-corex mcp add preflightAgent-CoreX selects only the tools your agent needs, cutting token usage by up to 60%.
Use preflight-dev/preflight directly without routing
npx -y preflightNew to Agent-CoreX? View setup guide →