Can I see the status of a specific legal matter?

Yes! Use the `get_matter_legal_details` tool with the matter ID. The agent will return the current status (Open, Closed, etc.), the client name, and the responsible attorney.

How do I check if a bill has been paid?

Use the `list_clio_bills` tool. Your agent will fetch the list of generated bills, which includes their amounts and payment statuses, directly from Clio.

Where do I find my Clio Access Token?

Clio uses OAuth 2.0. You can generate an access token through the Clio developer portal or by creating a private application in your Clio account settings.

Clio MCP Server for LangChain 8 tools — connect in under 2 minutes

Name: Clio
Availability: InStock
Author: Vinkius

python.langchain.com/docs/integrations/tools/mcp

Built by Vinkius GDPR 8 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect Clio through the Vinkius and LangChain agents can call every tool natively — combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

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 langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    async with MultiServerMCPClient({
        "clio": {
            "transport": "streamable_http",
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
        }
    }) as client:
        tools = client.get_tools()
        agent = create_react_agent(
            ChatOpenAI(model="gpt-4o"),
            tools,
        )
        response = await agent.ainvoke({
            "messages": [{
                "role": "user",
                "content": "Using Clio, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

Fully ManagedVinkius Servers

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High SecurityEnterprise-grade

IAMAccess control

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DLPData protection

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Ed25519Audit chain

<40msKill switch

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 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.

LangChain's ecosystem of 500+ components combines seamlessly with Clio through native MCP adapters. Connect 8 tools via the Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures — with LangSmith tracing giving full visibility into every tool call, latency, and token cost.

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 LangChain 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 LangChain via MCP

Follow these steps to integrate the Clio MCP Server with LangChain.

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save the code and run python agent.py

Explore tools

The agent discovers 8 tools from Clio via MCP

Why Use LangChain with the Clio MCP Server

LangChain provides unique advantages when paired with Clio through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents — combine Clio MCP tools with 500+ LangChain components

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

Memory and conversation persistence let agents maintain context across Clio queries for multi-turn workflows

Clio + LangChain Use Cases

Practical scenarios where LangChain combined with the Clio MCP Server delivers measurable value.

RAG with live data: combine Clio tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query Clio, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain Clio tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every Clio tool call, measure latency, and optimize your agent's performance

Clio MCP Tools for LangChain (8)

These 8 tools become available when you connect Clio to LangChain 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 LangChain

Ready-to-use prompts you can give your LangChain 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 LangChain

Common issues when connecting Clio to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Clio + LangChain FAQ

Common questions about integrating Clio MCP Server with LangChain.

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.