Tuputech Moderation MCP Server for Pydantic AI 10 tools — connect in under 2 minutes
Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Tuputech Moderation through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
agent = Agent(
model="openai:gpt-4o",
mcp_servers=[server],
system_prompt=(
"You are an assistant with access to Tuputech Moderation "
"(10 tools)."
),
)
result = await agent.run(
"What tools are available in Tuputech Moderation?"
)
print(result.data)
asyncio.run(main())
* 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 Tuputech Moderation MCP Server
Integrate your AI closely with Tuputech (图普科技), one of the internet's most accurate machine-learning visual and text evaluation databases. With 10 deep scanning endpoints, you can create automated trust and safety AI workflows.
Pydantic AI validates every Tuputech Moderation tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
What you can do
- Deepfake Detection — Submit image URLs directly to identify if they are AI-generated (Synthetic)
- Categorical Risk Scoring — Split your moderation into Pornography, Terrorism, Toxic/Abuse, or Advertisement scanning intelligently depending on LLM context
- A/V Streams — Trigger asynchronous moderation on videos or audio fragments rapidly
The Tuputech Moderation MCP Server exposes 10 tools through the Vinkius. Connect it to Pydantic AI 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 Tuputech Moderation to Pydantic AI via MCP
Follow these steps to integrate the Tuputech Moderation MCP Server with Pydantic AI.
Install Pydantic AI
Run pip install pydantic-ai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from Tuputech Moderation with type-safe schemas
Why Use Pydantic AI with the Tuputech Moderation MCP Server
Pydantic AI provides unique advantages when paired with Tuputech Moderation through the Model Context Protocol.
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Tuputech Moderation integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your Tuputech Moderation connection logic from agent behavior for testable, maintainable code
Tuputech Moderation + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the Tuputech Moderation MCP Server delivers measurable value.
Type-safe data pipelines: query Tuputech Moderation with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Tuputech Moderation tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Tuputech Moderation and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock Tuputech Moderation responses and write comprehensive agent tests
Tuputech Moderation MCP Tools for Pydantic AI (10)
These 10 tools become available when you connect Tuputech Moderation to Pydantic AI via MCP:
scan_audio_stream
Initiate an asynchronous audio scan
scan_image_ad
Detect advertisements disguised inside images
scan_image_porn
Scan an image for NSFW or pornographic content
scan_image_synthetic
Detect if an image is generated by AI (Deepfakes)
scan_image_terrorism
Scan an image for terrorism or gore
scan_text_abuse
Detect abusive or toxic language
scan_text_politics
Check if text violates strict political guidelines
scan_text_spam
Scan text block for spam and advertisements
scan_video_stream
Initiate an asynchronous video scan
submit_feedback
Submit manual feedback to improve AI results
Example Prompts for Tuputech Moderation in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI agent to start working with Tuputech Moderation immediately.
"Check if this profile photo contains NSFW or Gore imagery: https://..."
"Scan this text and see if it is spam or political botting: 'Buy followers here...'"
Troubleshooting Tuputech Moderation MCP Server with Pydantic AI
Common issues when connecting Tuputech Moderation to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiTuputech Moderation + Pydantic AI FAQ
Common questions about integrating Tuputech Moderation MCP Server with Pydantic AI.
How does Pydantic AI discover MCP tools?
MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.Does Pydantic AI validate MCP tool responses?
Can I switch LLM providers without changing MCP code?
Connect Tuputech Moderation with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Tuputech Moderation to Pydantic AI
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.
