Bring Custom Ai Bots
to Pydantic AI
Create your Vinkius account to connect CHATFLY to Pydantic AI and start using all 8 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 CHATFLY MCP Server?
Connect your CHATFLY account to any AI agent and take full control of your custom chatbot workflows through natural conversation. Train and monitor your own AI agents using your business data.
What you can do
- Chatbot Oversight — List and retrieve details for all custom AI chatbots in your account natively
- Knowledge Logistics — List all uploaded documents and data sources used for bot training flawlessly
- Training Automation — Trigger the training process for your chatbots to ingest new data securely
- Conversation Intelligence — Access recent chat conversations and full message history flawlessly
- Live Messaging — Send messages to your chatbots and receive AI-generated responses in real-time
- System Monitoring — Retrieve core account information and monitor your AI usage quotas directly within your workspace
How it works
- Subscribe to this server
- Enter your ChatFly API Key (obtained from your dashboard)
- Start managing your AI chatbots from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Support Managers — monitor chatbot performance and review customer interactions using natural language
- Content Strategists — manage knowledge base documents and trigger bot retraining without opening the dashboard
- Product Teams — quickly test bot responses and verify training status straight from their chat interface
- Business Owners — audit total conversations and monitor AI resource usage
Built-in capabilities (8)
Get detailed information for a specific chatbot
Retrieve core account and quota information
Retrieve the message history for a specific conversation
List all AI chatbots in your account
List recent chat conversations
List all files uploaded to the knowledge base
Send a message to a chatbot and receive a response
Trigger the training process for a chatbot
Why Pydantic AI?
Pydantic AI validates every CHATFLY tool response against typed schemas, catching data inconsistencies at build time. Connect 8 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 CHATFLY 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 CHATFLY connection logic from agent behavior for testable, maintainable code
CHATFLY in Pydantic AI
Why run CHATFLY with Vinkius?
The CHATFLY 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 8 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 CHATFLY using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
CHATFLY and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect CHATFLY 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
CHATFLY for Pydantic AI
Every request between Pydantic AI and CHATFLY 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
Can I train my bot on a new PDF file through the agent?
You can trigger the training process using the trigger_bot_training tool once you have added files via the ChatFly dashboard. Future updates will support direct file uploads.
How do I see the history of a specific conversation?
Use the get_conversation_history tool with the unique conversation ID. Your agent will fetch the full transcript of messages between the user and the bot.
Where do I find my ChatFly API Key?
Log in to your ChatFly dashboard and navigate to the 'API' or 'Integrations' section. You can generate and copy your API key from there.
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 CHATFLY 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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