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MCP servers tagged preflight
12 live MCP servers tagged "preflight", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with preflight.
Little Canary
Detects prompt injection by its effect on a sacrificial canary model, not just pattern matching: untrusted input hits a powerless model first, a behavioral check reads the residue…
Dfiu MCP
Don't F*ck It Up: Zero-network MCP server for incident tracking, empirical verification, and preflight rule enforcement
preflight-dev/preflight
service contract awareness, correction pattern learning, and cost estimation.
Agentbill
Spend control & billing for AI agents. Prevent API bill shock with 3 lines of code. Supports OpenAI, Claude & MCP.
Envpreflight
Check your machine can actually run this project — before you waste a day finding out it can't. Zero-config dev environment preflight checker.
Autonomous Founder Agent
Free public-metadata preflight for MCP and agent repositories, plus fixed-scope launch audits.
PolicyNIM
PolicyNIM is a policy-aware engineering preflight layer for AI coding agents.
Aux Transaction Preflight
Machine-readable discovery surface for AUX transaction preflight
Comfy Preflight
A gate that runs on a ComfyUI workflow graph in the seconds before submission and halts a submission that would spend credits producing a known-wrong result.
Preflightoracle
Decision Preflight MCP — Pay before you act wrong. 6 tools for AI agent decision gates. Returns go/caution/stop/insufficient_evidence in one call. Runs evidence, freshness, proven…
Artwork Preflight Agent
Automated print-readiness checking for custom print orders: measures artwork against the ordered product on CPU in ~1s, clears clean files, explains the fix, escalates the rest. 7…
Agent Assist Preflight
Read-only preflight assistant that turns unfamiliar setup instructions into beginner-friendly review notes.