Clio MCP Server for Pydantic AIGive Pydantic AI instant access to 12 tools to Create Contact, Create Matter, Get Contact, and more
Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Clio through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.
Ask AI about this App Connector for Pydantic AI
The Clio app connector for Pydantic AI is a standout in the Productivity 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 pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
agent = Agent(
model="openai:gpt-4o",
mcp_servers=[server],
system_prompt=(
"You are an assistant with access to Clio "
"(12 tools)."
),
)
result = await agent.run(
"What tools are available in Clio?"
)
print(result.data)
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 (v4) account to any AI agent and take full control of your legal practice management and firm operations through natural conversation.
Pydantic AI validates every Clio tool response against typed schemas, catching data inconsistencies at build time. Connect 12 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
What you can do
- Matter & Case Orchestration — List and manage legal matters programmatically, monitoring their entire lifecycle from intake to resolution in real-time
- Billing & Activity Intelligence — Track billable time and expenses associated with specific matters and retrieve detailed high-fidelity invoice summaries
- Relationship CRM — Access complete profiles for individuals and company contacts (clients, counsel) to maintain a perfectly coordinated relationship ecosystem
- Communication Architecture — Access logged calls, emails, and firm-wide task lists to ensure high-fidelity oversight of all firm interactions
- Regional Flexibility — Connect across multiple data centers (US, CA, EU, AU) using specialized access tokens and regional base URLs directly through your agent
The Clio MCP Server exposes 12 tools through the Vinkius. Connect it to Pydantic AI 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 Clio tools available for Pydantic AI
When Pydantic AI connects to Clio through Vinkius, your AI agent gets direct access to every tool listed below — spanning case-management, time-tracking, legal-billing, 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 a new contact
Provide description and client ID. Create a new legal matter
Get details of a specific contact
Get details of a specific matter
Get current user profile information
List billable activities (time and expenses)
List billing invoices
List firm communications
List all contacts
List possible stages for matters
List all legal matters (cases)
List tasks
Connect Clio to Pydantic AI via MCP
Follow these steps to wire Clio into Pydantic AI. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install Pydantic AI
pip install pydantic-aiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use Pydantic AI with the Clio MCP Server
Pydantic AI provides unique advantages when paired with Clio through the Model Context Protocol.
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Clio integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your Clio connection logic from agent behavior for testable, maintainable code
Clio + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the Clio MCP Server delivers measurable value.
Type-safe data pipelines: query Clio with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Clio tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Clio and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock Clio responses and write comprehensive agent tests
Example Prompts for Clio in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI agent to start working with Clio immediately.
"List all active legal matters in my Clio account."
"Create a new company contact 'Acme Legal' in Clio."
"Show my billable activities and outstanding invoices."
Troubleshooting Clio MCP Server with Pydantic AI
Common issues when connecting Clio to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiClio + Pydantic AI FAQ
Common questions about integrating Clio MCP Server with Pydantic AI.
How does Pydantic AI discover MCP tools?
MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.