Nutshell CRM MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Nutshell CRM 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
Vinkius supports streamable HTTP and SSE.
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="Nutshell CRM Assistant",
instructions=(
"You help users interact with Nutshell CRM. "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Nutshell CRM"
)
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 Nutshell CRM MCP Server
Connect your Nutshell CRM account to your AI agent and take control of your sales pipeline and customer relationships through natural conversation using their JSON-RPC API.
The OpenAI Agents SDK auto-discovers all 10 tools from Nutshell CRM through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Nutshell CRM, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Lead Management — List and search for sales leads, and retrieve complete metadata, values, and pipeline stages.
- Relationship Tracking — Access your entire database of individual contacts and business accounts with deep profile inspection.
- Activity Monitoring — View a list of all tasks, calls, and meetings, and browse through available activity types.
- Universal Search — Perform a global keyword search across leads, contacts, and accounts simultaneously.
- Custom Data Access — Retrieve definitions for all custom fields configured in your Nutshell instance.
- Deep Inspection — Fetch complete metadata for specific records using their unique IDs.
The Nutshell CRM MCP Server exposes 10 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 Nutshell CRM to OpenAI Agents SDK via MCP
Follow these steps to integrate the Nutshell 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 10 tools from Nutshell CRM
Why Use OpenAI Agents SDK with the Nutshell CRM MCP Server
OpenAI Agents SDK provides unique advantages when paired with Nutshell 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
Nutshell CRM + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Nutshell CRM MCP Server delivers measurable value.
Automated workflows: build agents that query Nutshell CRM, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Nutshell CRM, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Nutshell CRM tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Nutshell CRM to resolve tickets, look up records, and update statuses without human intervention
Nutshell CRM MCP Tools for OpenAI Agents SDK (10)
These 10 tools become available when you connect Nutshell CRM to OpenAI Agents SDK via MCP:
get_account_details
Get specific account info
get_contact_details
Get specific contact details
get_lead_details
Get specific lead info
list_accounts
Find and list business accounts
list_activities
List CRM activities
list_activity_types
g. Phone Call, Email) available for logging. List available activity types
list_contacts
Find and list people/contacts
list_custom_fields
List CRM custom fields
list_leads
Find and list CRM leads
universal_search
Search across all entities
Example Prompts for Nutshell CRM in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Nutshell CRM immediately.
"List my most recent sales leads."
"Search for any contact or lead related to 'Dunder Mifflin'."
"What are my upcoming activities and meetings?"
Troubleshooting Nutshell CRM MCP Server with OpenAI Agents SDK
Common issues when connecting Nutshell CRM to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Nutshell CRM + OpenAI Agents SDK FAQ
Common questions about integrating Nutshell CRM 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?
Connect Nutshell CRM with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Nutshell CRM to OpenAI Agents SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.