How do I find my Agile CRM REST API Key?

Log in to Agile CRM, go to **Admin Settings** > **Developers & API**. You will find your REST API Key listed there. Use this along with your account email for authentication.

Can I search for a contact by email?

Yes! Use the `search_contact_by_email` tool. It provides a direct way to find a contact profile using their email address, returning their full history and properties.

Does this support custom properties?

Yes, custom properties are included in the contact details retrieved via the API. You can also update them by specifying the property name and value.

Agile CRM MCP Server for OpenAI Agents SDK 4 tools — connect in under 2 minutes

Name: Agile CRM
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 4 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.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

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 4 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())

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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 your AI agent to unlock powerful CRM and marketing automation. From creating and managing contact profiles to auditing your sales pipeline and orchestrating task workflows, your agent handles your business interactions through natural conversation.

The OpenAI Agents SDK auto-discovers all 4 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

Unified Contact Management — Create, update, and search for contacts, including managing custom properties and tags
Pipeline Orchestration — List and audit sales deals, check pipeline stages, and retrieve technical metadata for opportunities
Task & Activity Tracking — List and create tasks to ensure your team stays on top of follow-ups and client meetings
Account Intelligence — Search for contacts by email and retrieve historical interaction logs to support sales outreach
Workflow Monitoring — Quickly identify high-value deals or overdue tasks directly from your chat interface

The Agile CRM MCP Server exposes 4 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.

How to Connect Agile CRM to OpenAI Agents SDK via MCP

Follow these steps to integrate the Agile CRM MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

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

Run the script

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

Explore tools

The agent will automatically discover 4 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.

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

Agile CRM + OpenAI Agents SDK Use Cases

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

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

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

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

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

Agile CRM MCP Tools for OpenAI Agents SDK (4)

These 4 tools become available when you connect Agile CRM to OpenAI Agents SDK via MCP:

list_contacts

List CRM contacts

list_deals

List sales opportunities

list_tasks

List CRM tasks

search_contact_by_email

Search contact by email

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.

"List the last 5 contacts created in Agile CRM."

"Show me all deals worth more than $5,000."

"Search for contact 'jane.doe@example.com' and show recent tasks."

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.

MCPServerStreamableHttp not found

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

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.

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.