How to Use the Gitee MCP in Google ADK

Q: Can I use Google ADK to analyze commit histories on Gitee?

Yes. The agent invokes listrepocommits to fetch recent changes. Gemini then processes this commit history to generate release notes or audit changes directly within your Google Cloud environment.

Connect Gemini long-context reasoning directly to Gitee repositories using the Google ADK.

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Connect Gitee MCP to Google ADK

Create your Vinkius account to connect Gitee to Google ADK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Gitee with Google ADK

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Long-context Gitee code analysis with Google ADK

The `get_file_content` tool pulls raw source files directly into the Gemini 1M+ token context window. This lets your agent read entire codebases from your Gitee repositories to find architectural flaws or refactoring targets. Because the Google ADK integrates natively with Vertex AI, you can run complex reasoning over multiple files simultaneously. The agent uses `get_repo` to map the structure before pulling specific code blocks.

Automated Gitee PR generation from BigQuery data

This MCP Server exposes `create_pull_request` to let your agent submit code updates based on external analytics. The agent reads performance bottlenecks from BigQuery, designs a fix, and opens the PR on Gitee. Before opening the pull request, the agent uses `list_pull_requests` to check for duplicate submissions. This keeps your Gitee branches organized and prevents redundant review cycles.

Synchronized Gitee issue management

Your agent uses `list_repo_issues` to monitor bug reports and synchronize them with your Google Cloud infrastructure logs. When a known server crash occurs, the agent automatically runs `create_issue` to document the incident. You can restrict the exposed tools using the ADK tool names filter. This ensures the agent only has access to issue-tracking tools, protecting your Gitee source code from unauthorized modifications.

Setup guide

Set up Gitee MCP in Google ADK

Prerequisites

Python 3.10+ installed
google-adk package (pip install google-adk)
Active Vinkius subscription with a valid endpoint token

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Gitee tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Gitee_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Gitee tools via MCP.",
    tools=mcp_tools,
)

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Gitee. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Gitee MCP in Google ADK

You initialize the MCP toolset with your Vinkius HTTP server parameters and pass it to the agent. The Google ADK automatically maps tools like `get_repo` and `list_repo_commits` to the Gemini model.

Yes. The agent invokes `list_repo_commits` to fetch recent changes. Gemini then processes this commit history to generate release notes or audit changes directly within your Google Cloud environment.

Yes. Use the optional tool names filter in the toolset configuration to restrict access to specific MCP tools like `list_repo_issues`. This prevents the agent from calling write operations like `create_repo` if you only need read access.

Yes. The Google ADK supports both stdio and HTTP transports for connecting to your Gitee tools. The Vinkius hosted MCP runs over secure HTTP, making it easy to connect without managing local processes.

All transiting Gitee commit histories, repository details, and source files are processed in memory within ephemeral, zero-trust sandboxes. Your Gitee access credentials are never logged or stored on Vinkius servers, maintaining strict Google Cloud enterprise isolation.

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