Bring Real Time Chat
to Pydantic AI
Learn how to connect Formilla to Pydantic AI and start using 12 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Formilla MCP Server?
Connect your Formilla account to any AI agent and take full control of your live chat contacts and customer data management through natural conversation.
What you can do
- Contact Orchestration — Create or update contact records programmatically, including managing names, emails, and phone numbers directly from your agent
- Database Management — List all contacts in your Formilla account and retrieve detailed metadata to maintain a high-fidelity customer record
- Visitor Intelligence — Find specific contacts by email to verify their support history and track custom attributes for personalized messaging
- Secure Maintenance — Programmatically delete contacts from the system to maintain database hygiene and comply with privacy requests
- Data Synchronization — Use unique identifiers (UserId) to seamlessly sync your external user data with Formilla's live chat ecosystem
How it works
- Subscribe to this server
- Retrieve your API Auth Token from your Formilla dashboard (Settings > Security)
- Start managing your live chat contacts from Claude, Cursor, or any MCP client
No more manual data entry into the live chat dashboard. Your AI acts as your dedicated contact and data sync coordinator.
Who is this for?
- Support Teams — instantly retrieve customer profiles and update contact info while managing live chats
- Marketing Automators — sync new leads and track custom attributes across your customer database using natural language
- Operations Managers — manage database hygiene and privacy compliance through automated contact deletion queries
Built-in capabilities (12)
Verify connectivity
Delete a contact
Get contact details
Get contact by email
Get conversation details
List contacts
List conversations
List segments
List visitors
Search contacts
Update a contact
Create or update contact
Why Pydantic AI?
Pydantic AI validates every Formilla tool response against typed schemas, catching data inconsistencies at build time. Connect 12 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.
- —
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 Formilla integration code
- —
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 Formilla connection logic from agent behavior for testable, maintainable code
Formilla in Pydantic AI
Formilla and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect Formilla to Pydantic AI through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 4,000+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Formilla in Pydantic AI
The Formilla 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. All 12 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in Pydantic AI only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* 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
How Vinkius secures
Formilla for Pydantic AI
Every tool call from Pydantic AI to the Formilla MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
How do I find my API Auth Token in Formilla?
Log in to your Formilla dashboard, navigate to Settings > Security, and copy your unique API Auth Token.
Can I use the agent to sync my existing user IDs?
Yes! The upsert_contact tool accepts a UserId parameter specifically designed to link your internal system identifiers with Formilla records.
Does it support deleting multiple contacts at once?
The delete_contact tool operates on a single contact ID at a time. To delete multiple records, your agent can iterate through a list of IDs programmatically.
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 Formilla 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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