Check what clients can actually discover
Review whether the remote endpoint exposes clear tools and input schemas that ChatGPT and Claude can scan and understand.
Free MCP publishing preflight
A server can work locally and still fail when a real client scans its tools, refreshes authentication, interprets permissions, or tries to recover from an error. Share the remote endpoint and get a practical preflight report before you publish.
The first reports are reviewed manually. You get concrete findings and fixes, not a generic MCP checklist.
What the report covers
We follow the connection and review path a real MCP client takes, then return the blockers and recommended fixes in priority order.
Review whether the remote endpoint exposes clear tools and input schemas that ChatGPT and Claude can scan and understand.
Flag remote-connectivity, OAuth, refresh-token, certificate, and Streamable HTTP issues before they slow down a launch.
Inspect read, write, and destructive actions for missing annotations, unclear descriptions, and avoidable approval friction.
What the report checks
The report follows the path a real client and reviewer must take, from connecting to the endpoint through understanding and safely calling its tools.
We review remote connectivity, transport, authentication, tool discovery, names and descriptions, input schemas, applicable safety annotations, error behavior, and token-efficiency risks.
What you receive
You get the blockers first, the evidence behind each finding, and a recommended fix or next test.
The first reports are fulfilled manually so we can distinguish a real launch problem from a theoretical lint warning. The report is independent and does not guarantee approval by OpenAI, Anthropic, or any directory.
Who this is for
This preflight is for developers and product teams preparing to test, publish, or distribute an MCP server.
If you have not built the server yet, use the hosted MCP offer instead. This page intentionally tests the narrower problem of getting an existing server ready for real clients and publishing workflows.
Next step
Share the remote MCP endpoint and your email. We will review it manually and send a practical publishing-readiness report for free.