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Agile CRM MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 12 tools to Create Contact, Create Deal, Delete Contact, and more

Built by Vinkius GDPR 12 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Agile CRM through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Use with Your AI Agent

Ask AI about this App Connector for OpenAI Agents SDK

Open in ChatGPT Open in Claude Open in Perplexity

The Agile CRM app connector for OpenAI Agents SDK is a standout in the Marketing Automation 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

python
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="Agile CRM Assistant",
            instructions=(
                "You help users interact with Agile CRM. "
                "You have access to 12 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Agile CRM"
        )
        print(result.final_output)

asyncio.run(main())
Agile CRM
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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Agile CRM MCP Server

Connect your Agile CRM account to any AI agent and take full control of your sales, marketing, and service automation workflows through natural conversation.

The OpenAI Agents SDK auto-discovers all 12 tools from Agile CRM through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Agile CRM, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Contact & Relationship Orchestration — List and manage your entire high-fidelity contact directory programmatically, retrieving detailed profile metadata and interaction notes
  • Deal Lifecycle Management — Monitor your sales pipeline in real-time, create new high-fidelity opportunities, and track deal probability and values directly through your agent
  • Task & Event Intelligence — Programmatically organize your daily workflow by creating tasks and calendar events to maintain a perfectly coordinated team schedule
  • Customer Discovery — Access complete profile properties including custom tags and high-fidelity contact history to oversee your organizational relationship ecosystem
  • Operational Monitoring — Access account-level configuration and verify API connectivity directly through your agent for instant performance reporting

The Agile CRM MCP Server exposes 12 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 12 Agile CRM tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Agile CRM through Vinkius, your AI agent gets direct access to every tool listed below — spanning contact-management, deal-tracking, pipeline-management, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

create_contact

Create a new contact

create_deal

Create a new deal

delete_contact

Delete a contact

list_contact_notes

List notes for a specific contact

list_contacts

List all contacts in Agile CRM

list_deals

List all deals (opportunities)

list_events

List all calendar events

list_tasks

List all tasks

retrieve_contact

Get details of a specific contact

retrieve_deal

Get details of a specific deal

retrieve_task

Get details of a specific task

update_contact

Update an existing contact

Connect Agile CRM to OpenAI Agents SDK via MCP

Follow these steps to wire Agile CRM into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 12 tools from Agile CRM

Why Use OpenAI Agents SDK with the Agile CRM MCP Server

OpenAI Agents SDK provides unique advantages when paired with Agile CRM through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Agile CRM + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Agile CRM MCP Server delivers measurable value.

01

Automated workflows: build agents that query Agile CRM, process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries Agile CRM, another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through Agile CRM tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query Agile CRM to resolve tickets, look up records, and update statuses without human intervention

Example Prompts for Agile CRM in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Agile CRM immediately.

01

"List all active sales deals in my Agile CRM pipeline."

02

"Create a new contact 'John Doe' (john@example.com) and add a note about our last meeting."

03

"What are my pending tasks and events for today?"

Troubleshooting Agile CRM MCP Server with OpenAI Agents SDK

Common issues when connecting Agile CRM to OpenAI Agents SDK through the Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Agile CRM + OpenAI Agents SDK FAQ

Common questions about integrating Agile CRM MCP Server with OpenAI Agents SDK.

01

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.