How do I list all users in my Appwrite project?

Use the `list_users` tool. It retrieves a comprehensive list of all registered users, allowing you to audit account statuses and registration activity.

Can I see the data within a specific collection?

Yes! Use the `list_documents` tool by providing the Database ID and Collection ID. Your agent will fetch the documents stored in that collection for auditing and analysis.

How do I check if my Appwrite services are running correctly?

Use the `get_health_status` tool. It provides a real-time overview of the health of various system components, ensuring your infrastructure is operational.

Appwrite MCP Server for Google ADK 9 tools — connect in under 2 minutes

Name: Appwrite
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 9 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Appwrite as an MCP tool provider through the Vinkius and your ADK agents can call every tool with full schema introspection.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token — get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="appwrite_agent",
    instruction=(
        "You help users interact with Appwrite "
        "using 9 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Appwrite MCP Server

Empower your AI agent to orchestrate your entire backend infrastructure with Appwrite. This unified server provides your agent with instant access to database management, user authentication auditing, and cloud storage monitoring. Your agent can instantly list your databases, audit document collections, and retrieve storage metrics without you ever touching the Appwrite console. Whether you are monitoring cloud function executions or managing project health, your agent acts as a dedicated backend developer through natural conversation.

Google ADK natively supports Appwrite as an MCP tool provider — declare the Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 9 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

What you can do

Database Auditing — List all databases and collections, and retrieve documents to analyze data structures.
User Management — List and inspect project users to monitor registration trends and account statuses.
Storage Monitoring — Access storage buckets and list files to audit assets and media distribution.
Function Insights — Monitor cloud function configurations and retrieve recent execution logs for debugging.
System Health — Get real-time health status for all integrated Appwrite services within your project.

The Appwrite MCP Server exposes 9 tools through the Vinkius. Connect it to Google ADK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Appwrite to Google ADK via MCP

Follow these steps to integrate the Appwrite MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 9 tools from Appwrite via MCP

Why Use Google ADK with the Appwrite MCP Server

Google ADK provides unique advantages when paired with Appwrite through the Model Context Protocol.

Google ADK natively supports MCP tool servers — declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Appwrite

Production-ready features like session management, evaluation, and deployment come built-in — not bolted on

Seamless integration with Google Cloud services means you can combine Appwrite tools with BigQuery, Vertex AI, and Cloud Functions

Appwrite + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Appwrite MCP Server delivers measurable value.

Enterprise data agents: ADK agents query Appwrite and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Appwrite tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Appwrite regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Appwrite

Appwrite MCP Tools for Google ADK (9)

These 9 tools become available when you connect Appwrite to Google ADK via MCP:

get_health_status

Check project health

list_bucket_files

List files in a bucket

list_collections

List collections in a database

list_databases

List all databases

list_documents

List documents in a collection

list_function_executions

List function executions

list_functions

List cloud functions

list_storage_buckets

List storage buckets

list_users

List project users

Example Prompts for Appwrite in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with Appwrite immediately.

"List all databases in my Appwrite project."

"Show the last 10 users registered in the project."

"Get execution logs for cloud function 'resize-image'."

Troubleshooting Appwrite MCP Server with Google ADK

Common issues when connecting Appwrite to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Appwrite + Google ADK FAQ

Common questions about integrating Appwrite MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.