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MCP server for AI-assisted Appwrite introspection #11290

@utsxvrai

Description

@utsxvrai

🔖 Enhancement description

Hi Appwrite team

I’m experimenting with MCP (Model Context Protocol) for exposing backend
capabilities to AI assistants in a controlled way.

Would Appwrite be open to a community MCP server that provides read-only access to:

  • project metadata
  • auth stats
  • database schemas
  • function execution summaries

This could help AI answer questions like:
“Why are auth requests failing?” or “What changed recently?”

I’d love to build this in Node.js if the idea fits.

🎤 Pitch

In my specific case, I’d like to see AI assistants safely explore and reason about Appwrite project state (auth activity, database schemas, function executions) without needing to directly access internal services or bypass security constraints.

A Model Context Protocol (MCP) server could offer a structured read-only API that exposes specific metadata such as:

  • related statistics (e.g., failed login trends)
  • Database schemas and collection structures
  • Function execution summaries and recent errors
  • Project-level configuration metadata

This would enable AI assistants to answer project-related questions such as:

  • “Why are auth requests failing?”
  • “What changes occurred in the database schema?”
  • “What functions are causing errors most often?”

Instead of project-specific customizations, this integration would leverage a standardized MCP server to securely allow AI assistants access. This server could exist as a separate integration that leverages Appwrite’s existing APIs and respects all existing authentication and permission systems. I’d be happy to implement this using Node.js if this concept aligns with Appwrite’s future development roadmap.

👀 Have you spent some time to check if this issue has been raised before?

  • I checked and didn't find similar issue

🏢 Have you read the Code of Conduct?

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    product / assistantFixes and upgrades for the Appwrite Assistant.product / authFixes and upgrades for the Appwrite Auth / Users / Teams services.product / databasesFixes and upgrades for the Appwrite Database.product / functionsFixes and upgrades for the Appwrite Functions.

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