Why should I plug an AI agent into an older legacy application like TestLink?

Because retrieving test assets from older GUIs can be painfully slow for developers. By mapping the database to an AI agent, your devs can just chat: 'What are the steps to reproduce Test Case 4022?' The agent calls the XML-RPC backend and instantly formats the manual steps logically in the chat space.

Can it read all my hierarchical QA Suites and specific cases?

Yes! The testlink agent is configured to retrieve Suites. You just list a Project ID, traverse downwards into Test Suites, and then request Test Cases by the retrieved Suite ID. It allows full architectural transparency over chat.

Does my TestLink server need to be accessible to the internet?

No. Because MCP servers process logic strictly locally through a sidecar setup, the interaction happens right on your machine/endpoint. As long as the machine running the AI client (e.g. Cursor, Claude Desktop) can resolve the Internal Network URL, the connection is solid.

TestLink MCP Server for Google ADK 10 tools — connect in under 2 minutes

Name: TestLink
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 10 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add TestLink 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="testlink_agent",
    instruction=(
        "You help users interact with TestLink "
        "using 10 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 TestLink MCP Server

Connect your TestLink self-hosted environment to any AI agent and bring your classic test management structure seamlessly into your modern AI workflow via natural language.

Google ADK natively supports TestLink as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 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

Project & Plan Scoping — Retrieve all test projects, query their active states, and list all comprehensive test plans linked to them
Suite Navigation — Browse the hierarchical folder tree of Test Suites mapping your organizational test coverage
Test Cases Verification — Dive deep into individual test cases to read manual steps, expected results, priorities, and preconditions without navigating the legacy UI
Build Tracking — Inspect active software builds allocated within any specific test plan to confirm QA target versions
Environment Sanity — Check the agent’s connection and user mapping via the native whoami interrogation

The TestLink MCP Server exposes 10 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 TestLink to Google ADK via MCP

Follow these steps to integrate the TestLink 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 10 tools from TestLink via MCP

Why Use Google ADK with the TestLink MCP Server

Google ADK provides unique advantages when paired with TestLink 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 TestLink

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 TestLink tools with BigQuery, Vertex AI, and Cloud Functions

TestLink + Google ADK Use Cases

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

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

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

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

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

TestLink MCP Tools for Google ADK (10)

These 10 tools become available when you connect TestLink to Google ADK via MCP:

get_test_case_details

Retrieves full details for a specific test case

get_test_plan_details

Retrieves details for a specific test plan

get_test_project_details

Retrieves details for a specific TestLink test project

get_test_suite_details

Retrieves details for a specific test suite

get_user_info

Retrieves information about the authenticated TestLink user

list_test_builds

Lists all builds available for a specific test plan

list_test_cases

Lists all test cases within a specific test suite

list_test_plans

Requires a project ID. Lists all test plans associated with a specific project

list_test_projects

Lists all test projects available on the TestLink server

list_test_suites

Lists all test suites within a specific test project

Example Prompts for TestLink in Google ADK

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

"Find out if the server is working and tell me who I am authenticated as."

"Give me the step-by-step definition for Test Case ID 5440."

"List all active test plans for Project ID 2."

Troubleshooting TestLink MCP Server with Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

TestLink + Google ADK FAQ

Common questions about integrating TestLink 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.