Can I see how productive my team's code review process is over the last month?

Yes! Use the `get_metrics` tool with a date range (e.g., 2026-03-01 to 2026-03-31). It returns complexity scores, average review times, and comment breakdowns categorized by severity for all merged PRs.

How do I enable AI code reviews for new team members?

First run `list_users` with `seat_filter=unassigned` to find members without seats. Then use `assign_seats` with their user IDs to grant them AI-powered code review access instantly.

Can I audit who made administrative changes in the organization?

Absolutely. The `get_audit_logs` tool returns a complete, tamper-resistant trail of all admin actions including seat assignments, role changes, configuration updates, and API key operations. You can filter by action type and date range.

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

Name: CodeRabbit
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 CodeRabbit as an MCP tool provider through 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="coderabbit_agent",
    instruction=(
        "You help users interact with CodeRabbit "
        "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 CodeRabbit MCP Server

Connect your CodeRabbit organization to any AI agent and take full control of your AI-powered code review operations through natural conversation.

Google ADK natively supports CodeRabbit as an MCP tool provider. declare 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

User Management — List all organization members, filter by seat assignment or role, and inspect individual profiles
Seat Control — Bulk assign or unassign CodeRabbit seats to enable or disable AI code reviews for team members
Role Administration — Promote members to admin or demote admins to member role in bulk operations
PR Review Metrics — Retrieve complexity scores, review times, and comment breakdowns for merged pull requests across any date range
Compliance Audit Logs — Access tamper-resistant records of administrative actions for SIEM integration and compliance reporting
Configuration — View and update seat assignment modes (automatic vs. manual)

The CodeRabbit 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 CodeRabbit to Google ADK via MCP

Follow these steps to integrate the CodeRabbit 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 CodeRabbit via MCP

Why Use Google ADK with the CodeRabbit MCP Server

Google ADK provides unique advantages when paired with CodeRabbit 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 CodeRabbit

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 CodeRabbit tools with BigQuery, Vertex AI, and Cloud Functions

CodeRabbit + Google ADK Use Cases

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

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

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

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

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

CodeRabbit MCP Tools for Google ADK (9)

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

assign_seats

Up to 500 user IDs per request. Assign CodeRabbit seats to users

demote_users

Demote users from admin to member role

get_audit_logs

Ideal for compliance reporting. Retrieve organization audit logs

get_metrics

Useful for engineering productivity analysis. Retrieve PR review metrics for a date range

get_seat_mode

Get the current seat assignment mode

list_users

Optionally filter by seat assignment status or role. List all users in the CodeRabbit organization

promote_users

Promote users to admin role

unassign_seats

Does not delete user accounts. Remove CodeRabbit seats from users

update_seat_mode

Requires Enterprise plan. Update the seat assignment mode

Example Prompts for CodeRabbit in Google ADK

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

"Show me all team members who don't have a CodeRabbit seat assigned."

"What were our code review metrics for March 2026?"

"Show me the audit trail of admin actions from last week."

Troubleshooting CodeRabbit MCP Server with Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

CodeRabbit + Google ADK FAQ

Common questions about integrating CodeRabbit 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.