Implement an MCP Server to let AI help with debugging Parse Server Instances, SCHEMAs, data...

Current Limitation

Parse server has no clear way for AI, LLMs and such to interact with the data in an instance, which makes troubleshooting time consuming
The AI panel in Parse Dashboard is nice but very limited in functionality and tends to hang up quickly

Feature / Enhancement Description

An MCP server provides the appropriate functions, guidelines, documentation for most LLMs to interact with Parse on the request of a developper or any product team member

Example Use Case

Using AI to quickly query certain objects in the DB, get an answer about specific Schema and Object implementations, quickly edit Objects, Users, Classes and so on

Alternatives / Workarounds

The AI panel in Parse Dashboard but it's currently pretty limited
Otherwise providing Cursor with a ton of links to documentation and the ability to write small scripts but it's buggy at best

3rd Party References

Pretty much every DB and SaaS has or is currently implementing it

The issue names no files, tests, or entry points. Start by surveying Parse Server's existing APIs and defining the MCP scope; done would require an agreed set of supported debugging, schema, query, and editing interactions with clear safety and validation requirements.