Winston AI MCP Server for Google ADKGive Google ADK instant access to 11 tools to Check Plagiarism File, Check Plagiarism Text, Check Plagiarism Url, and more
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Winston AI as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
Ask AI about this App Connector for Google ADK
The Winston AI app connector for Google ADK is a standout in the Artificial Intelligence category — giving your AI agent 11 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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="winston_ai_agent",
instruction=(
"You help users interact with Winston AI "
"using 11 available tools."
),
tools=[mcp_tools],
)
* 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 Winston AI MCP Server
Connect your Winston AI account to any AI agent and simplify how you verify the integrity and origin of digital content through natural conversation.
Google ADK natively supports Winston AI as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 11 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
- AI Detection — Scan text, URLs, or document files to determine if they were generated by human or AI (LLM).
- Plagiarism Checking — Verify content against the internet to identify original sources and similarity percentages.
- Image Verification — Analyze images via URL to detect AI generation or deepfake manipulations.
- Fact-Checking — Verify the accuracy of claims within text or webpages against trusted online sources.
- Text Comparison — Perform detailed similarity analysis between two pieces of text to identify paraphrasing.
The Winston AI MCP Server exposes 11 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.
All 11 Winston AI tools available for Google ADK
When Google ADK connects to Winston AI through Vinkius, your AI agent gets direct access to every tool listed below — spanning ai-detection, plagiarism-checker, content-integrity, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Check a document file (via URL) for plagiarism
Check text for plagiarism
Check a website URL for plagiarism
Detect AI content in a document file (via URL)
Detect if an image is AI-generated (via URL)
Higher score means more likely human. Detect AI content in a string of text
Detect AI content on a website URL
Verify facts in a text
Verify facts in a document (via URL)
Verify facts on a webpage URL
Compare two texts for similarity
Connect Winston AI to Google ADK via MCP
Follow these steps to wire Winston AI into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install Google ADK
pip install google-adkReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenCreate the agent
Explore tools
Why Use Google ADK with the Winston AI MCP Server
Google ADK provides unique advantages when paired with Winston AI 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 Winston AI
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 Winston AI tools with BigQuery, Vertex AI, and Cloud Functions
Winston AI + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Winston AI MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Winston AI and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Winston AI tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Winston AI regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Winston AI
Example Prompts for Winston AI in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Winston AI immediately.
"Analyze this text to see if it was written by an AI: '[Paste text here...].'"
"Check the article at 'https://techcrunch.com/2026/02/10/ai-new-models' for plagiarism."
"Is this image AI-generated? https://pbs.twimg.com/media/suspicious-photo.jpg"
Troubleshooting Winston AI MCP Server with Google ADK
Common issues when connecting Winston AI to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkWinston AI + Google ADK FAQ
Common questions about integrating Winston AI MCP Server with Google ADK.