Formilla MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 12 tools to Check Formilla Status, Delete Contact, Get Contact, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Formilla through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
Ask AI about this MCP Server for OpenAI Agents SDK
The Formilla MCP Server for OpenAI Agents SDK is a standout in the Customer Support category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Formilla Assistant",
instructions=(
"You help users interact with Formilla. "
"You have access to 12 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Formilla"
)
print(result.final_output)
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 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.
The OpenAI Agents SDK auto-discovers all 12 tools from Formilla through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Formilla, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
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
The Formilla MCP Server exposes 12 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 12 Formilla tools available for OpenAI Agents SDK
When OpenAI Agents SDK connects to Formilla through Vinkius, your AI agent gets direct access to every tool listed below — spanning real-time-chat, lead-qualification, in-app-messaging, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Check formilla status on Formilla
Verify connectivity
Delete contact on Formilla
Delete a contact
Get contact on Formilla
Get contact details
Get contact by email on Formilla
Get contact by email
Get conversation on Formilla
Get conversation details
List contacts on Formilla
List contacts
List conversations on Formilla
List conversations
List segments on Formilla
List segments
List visitors on Formilla
List visitors
Search contacts on Formilla
Search contacts
Update contact on Formilla
Update a contact
Upsert contact on Formilla
Create or update contact
Connect Formilla to OpenAI Agents SDK via MCP
Follow these steps to wire Formilla into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install the SDK
pip install openai-agents in your Python environmentReplace the token
[YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.comRun the script
python agent.pyExplore tools
Why Use OpenAI Agents SDK with the Formilla MCP Server
OpenAI Agents SDK provides unique advantages when paired with Formilla through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Formilla + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Formilla MCP Server delivers measurable value.
Automated workflows: build agents that query Formilla, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Formilla, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Formilla tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Formilla to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for Formilla in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Formilla immediately.
"List all my current contacts in Formilla."
"Update contact 'john@example.com' with phone '+15551234567'."
"Find the contact details for 'sarah.smith@example.com'."
Troubleshooting Formilla MCP Server with OpenAI Agents SDK
Common issues when connecting Formilla to OpenAI Agents SDK through Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Formilla + OpenAI Agents SDK FAQ
Common questions about integrating Formilla MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
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