Bring Content Moderation
to Pydantic AI
Create your Vinkius account to connect Keepcon to Pydantic AI and start using all 9 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Keepcon MCP Server?
Empower your AI agents to moderate user-generated content using Keepcon. This MCP server enables seamless integration with Keepcon's semantic moderation engine for both real-time and batch processing.
What you can do
- Real-time Moderation — Submit text for immediate moderation decisions (approve/reject) and category tagging
- Batch Processing — Import large volumes of content for asynchronous moderation and retrieve results in bulk
- Result Management — Export pending moderation decisions and acknowledge processed results to maintain a clean queue
- Feedback Loop — Submit feedback on moderation decisions to improve the accuracy of the semantic engine
- Profile Insight — List and query user profiles associated with moderated content
How it works
- Subscribe to this server
- Enter your Keepcon API Key and Account Number
- Start moderating content from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Community Managers — Automate the moderation of forums, chats, and social comments effortlessly
- Security Teams — Monitor and filter incoming content for policy compliance via natural language
- Developers — Integrate semantic moderation checks into your applications during development
Built-in capabilities (9)
Acknowledge receipt of results
Retrieve batch moderation results
Get a specific user profile by Keepcon ID
g., twitter, facebook) and the network-specific user ID. Get a user profile by social network ID
Returns an import ID. Submit content for batch moderation
List user profiles
Returns the decision (approve/reject) and tags. Moderates content in real-time
Search profiles with filters
g., false positives) to improve the semantic engine. Submit moderation feedback
Why Pydantic AI?
Pydantic AI validates every Keepcon tool response against typed schemas, catching data inconsistencies at build time. Connect 9 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.
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Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
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Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Keepcon integration code
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Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
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Dependency injection system cleanly separates your Keepcon connection logic from agent behavior for testable, maintainable code
Keepcon in Pydantic AI
Why run Keepcon with Vinkius?
The Keepcon connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 9 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Keepcon using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Keepcon and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Keepcon to Pydantic AI through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Keepcon for Pydantic AI
Every request between Pydantic AI and Keepcon is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
What is the difference between synchronic and asynchronic moderation?
Synchronic (moderate_content) provides an immediate decision, while asynchronic (import_batch) is for large volumes where results are retrieved later via the export tool.
How do I ensure results are not exported twice?
After retrieving results with export_results, use the acknowledge_results tool with the corresponding set_id to confirm processing.
Can I provide feedback on incorrect moderation decisions?
Yes, use the submit_feedback tool to report false positives or negatives, helping the Keepcon engine learn and improve over time.
How does Pydantic AI discover MCP tools?
Create an 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?
Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.
Can I switch LLM providers without changing MCP code?
Absolutely. Pydantic AI abstracts the model layer. your Keepcon MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.
MCPServerHTTP not found
Update: pip install --upgrade pydantic-ai
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