Clio MCP Server for OpenAI Agents SDK 8 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Clio through the 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="Clio Assistant",
instructions=(
"You help users interact with Clio. "
"You have access to 8 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Clio"
)
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 Clio MCP Server
Connect your Clio account to any AI agent and take full control of your legal practice management through natural conversation. Streamline how you manage matters, contacts, and billing natively.
The OpenAI Agents SDK auto-discovers all 8 tools from Clio through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Clio, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.
What you can do
- Matter Oversight — List and retrieve details for all legal matters and cases under your administration natively
- Contact Intelligence — Access and monitor all contacts, including people and companies, flawlessly
- Task Management — List and review firm tasks and to-dos to keep your practice organized securely
- Billing Logistics — Access generated bills and monitor their payment status to manage cash flow flawlessly
- Firm Management — List all internal users and attorneys within your law firm flawlessly
- Integrated Visibility — Retrieve detailed matter metadata including status and responsible attorneys directly within your workspace flawlessly
The Clio MCP Server exposes 8 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 Clio to OpenAI Agents SDK via MCP
Follow these steps to integrate the Clio 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 8 tools from Clio
Why Use OpenAI Agents SDK with the Clio MCP Server
OpenAI Agents SDK provides unique advantages when paired with Clio 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
Clio + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Clio MCP Server delivers measurable value.
Automated workflows: build agents that query Clio, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents — one queries Clio, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Clio tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Clio to resolve tickets, look up records, and update statuses without human intervention
Clio MCP Tools for OpenAI Agents SDK (8)
These 8 tools become available when you connect Clio to OpenAI Agents SDK via MCP:
get_matter
Includes client, practice area, responsible attorney, dates, and status. Get case details
list_activities
Optionally filter by matter. Includes date, hours, rate, notes, and billing status. List time entries
list_bills
List invoices
list_calendar_entries
Includes summary, start/end times, location, and linked matter. List calendar events
list_contacts
List firm contacts
list_documents
Filter by matter. Includes filename, category, creation date, and linked matter. List case documents
list_matters
Filter by status: open, closed, pending. Includes case number, description, client, and dates. List legal cases/matters
list_tasks
Filter by matter for case-specific tasks. Critical for tracking court deadlines. List tasks and deadlines
Example Prompts for Clio in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Clio immediately.
"List all my open matters in Clio."
"Show me the tasks for the 'City Refurb' matter."
"Who is the contact for the 'Jones v. Smith' case?"
Troubleshooting Clio MCP Server with OpenAI Agents SDK
Common issues when connecting Clio to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Clio + OpenAI Agents SDK FAQ
Common questions about integrating Clio 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 Clio 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 Clio to OpenAI Agents SDK
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.
