CloudLex Legal MCP Server for OpenAI Agents SDK 15 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect CloudLex Legal 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="CloudLex Legal Assistant",
instructions=(
"You help users interact with CloudLex Legal. "
"You have access to 15 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from CloudLex Legal"
)
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 CloudLex Legal MCP Server
Connect to CloudLex Legal case management platform and manage your entire personal injury practice from any AI agent. Access cases, clients, documents, medical records, liens, tasks, communications, and expenses—all through a unified API designed for plaintiff personal injury law firms.
The OpenAI Agents SDK auto-discovers all 15 tools from CloudLex Legal through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries CloudLex Legal, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Cases/Matters — List, search, create, and update personal injury cases with status, client, and practice area
- Clients/Contacts — Manage your client database including individuals, opposing parties, witnesses, medical providers, and experts
- Client Portfolio — View all cases associated with a specific client
- Documents — Access case documents including pleadings, correspondence, evidence, and settlement documents
- Tasks — View and manage tasks associated with cases including due dates and assigned attorneys
- Medical Records — Access medical treatment records, bills, provider information, and medical summaries
- Liens — Track medical liens, insurance liens, and other claims against settlements
- Communications — View emails, phone calls, letters, and notes with clients, opposing counsel, and other parties
- Expenses — Track case-related expenses including court costs, expert witness fees, and medical record retrieval costs
The CloudLex Legal MCP Server exposes 15 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 CloudLex Legal to OpenAI Agents SDK via MCP
Follow these steps to integrate the CloudLex Legal 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 15 tools from CloudLex Legal
Why Use OpenAI Agents SDK with the CloudLex Legal MCP Server
OpenAI Agents SDK provides unique advantages when paired with CloudLex Legal 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
CloudLex Legal + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the CloudLex Legal MCP Server delivers measurable value.
Automated workflows: build agents that query CloudLex Legal, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries CloudLex Legal, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through CloudLex Legal tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query CloudLex Legal to resolve tickets, look up records, and update statuses without human intervention
CloudLex Legal MCP Tools for OpenAI Agents SDK (15)
These 15 tools become available when you connect CloudLex Legal to OpenAI Agents SDK via MCP:
create_cloudlex_case
USE WHEN: - User wants to open a new legal case - User needs to create a new matter for a client - User asks to "create a new case" or "open a matter" PARAMETERS: - case_name (REQUIRED): Case/matter name - client_id (OPTIONAL): ID of the client this case belongs to - status (OPTIONAL): Initial status — "Open" (default), "Closed", "Pending", "Settled" - practice_area (OPTIONAL): Practice area (e.g. "Personal Injury", "Mass Tort", "Auto Accident") - description (OPTIONAL): Case description/notes - incident_date (OPTIONAL): Date of the incident (YYYY-MM-DD) EXAMPLES: - "Create a new case called 'Smith Auto Accident'" → call with case_name="Smith Auto Accident" - "Open a new personal injury matter for client 456" → call with case_name="State v. Johnson", client_id="456", practice_area="Personal Injury" Create a new case/matter in CloudLex Legal
create_cloudlex_client
USE WHEN: - User wants to add a new client - User needs to create a new contact record - User asks to "add a new client" or "create a contact" PARAMETERS: - first_name (REQUIRED): Client's first name - last_name (REQUIRED): Client's last name - email (OPTIONAL): Client's email address - phone (OPTIONAL): Client's phone number - type (OPTIONAL): Contact type — "Client" (default), "Opposing Party", "Witness", "Medical Provider", "Expert" EXAMPLES: - "Add a new client John Smith" → call with first_name="John", last_name="Smith" - "Create contact for opposing party Jane Doe, jane@example.com" → call with first_name="Jane", last_name="Doe", email="jane@example.com", type="Opposing Party" Create a new client/contact in CloudLex Legal
get_client_cloudlex_cases
Useful for understanding a client's full legal portfolio and case history. Get all cases/matters for a specific client/contact
get_cloudlex_case
Get detailed information for a specific case/matter
get_cloudlex_client
Get detailed information for a specific client/contact
list_cloudlex_cases
Supports filtering by status, practice area, client, and date range for flexible queries. USE WHEN: - User wants to see all their legal cases/matters - User needs to find cases by status, client, or practice area - User is exploring their law firm's caseload - User asks "what cases do I have" or "list my open cases" PARAMETERS: - status (OPTIONAL): Filter by case status (e.g. "Open", "Closed", "Pending", "Settled") - practice_area (OPTIONAL): Filter by practice area (e.g. "Personal Injury", "Mass Tort", "Auto Accident") - client_id (OPTIONAL): Filter by specific client ID - page (OPTIONAL): Page number for pagination - page_size (OPTIONAL): Results per page (default: 25, max: 100) EXAMPLES: - "List all my open cases" → call with status="Open" - "Show my personal injury matters" → call with practice_area="Personal Injury" - "List all cases" → call with no params List all cases/matters in CloudLex Legal
list_cloudlex_clients
USE WHEN: - User wants to see all their clients and contacts - User needs to find a client by name or email - User is exploring their contact database - User asks "list my clients" or "show all contacts" PARAMETERS: - page (OPTIONAL): Page number for pagination - page_size (OPTIONAL): Results per page (default: 25, max: 100) EXAMPLES: - "List all my clients" → call with no params - "Show my contacts" → call with no params - "List clients page 2" → call with page="2" List all clients/contacts in CloudLex Legal
list_cloudlex_communications
List communications for a specific case
list_cloudlex_documents
List documents for a specific case/matter
list_cloudlex_expenses
List expenses for a specific case
list_cloudlex_liens
List liens for a specific case
list_cloudlex_medical_records
List medical records for a specific case
list_cloudlex_tasks
List tasks for a specific case/matter
search_cloudlex_cases
Search cases/matters by keyword query
update_cloudlex_case
Update an existing case/matter in CloudLex Legal
Example Prompts for CloudLex Legal in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with CloudLex Legal immediately.
"List all my open personal injury cases in CloudLex."
"Show me all medical records for the Smith Auto Accident case."
"Create a new case for client John Smith called 'Smith v. ABC Corporation - Workplace Injury'."
Troubleshooting CloudLex Legal MCP Server with OpenAI Agents SDK
Common issues when connecting CloudLex Legal to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
CloudLex Legal + OpenAI Agents SDK FAQ
Common questions about integrating CloudLex Legal 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?
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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 CloudLex Legal to OpenAI Agents SDK
Get your token, paste the configuration, and start using 15 tools in under 2 minutes. No API key management needed.
