CloudLex Legal MCP Server for LlamaIndex 15 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add CloudLex Legal as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to CloudLex Legal. "
"You have 15 tools available."
),
)
response = await agent.run(
"What tools are available in CloudLex Legal?"
)
print(response)
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.
LlamaIndex agents combine CloudLex Legal tool responses with indexed documents for comprehensive, grounded answers. Connect 15 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
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 LlamaIndex 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 LlamaIndex via MCP
Follow these steps to integrate the CloudLex Legal MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 15 tools from CloudLex Legal
Why Use LlamaIndex with the CloudLex Legal MCP Server
LlamaIndex provides unique advantages when paired with CloudLex Legal through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine CloudLex Legal tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain CloudLex Legal tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query CloudLex Legal, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what CloudLex Legal tools were called, what data was returned, and how it influenced the final answer
CloudLex Legal + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the CloudLex Legal MCP Server delivers measurable value.
Hybrid search: combine CloudLex Legal real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query CloudLex Legal to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying CloudLex Legal for fresh data
Analytical workflows: chain CloudLex Legal queries with LlamaIndex's data connectors to build multi-source analytical reports
CloudLex Legal MCP Tools for LlamaIndex (15)
These 15 tools become available when you connect CloudLex Legal to LlamaIndex 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 LlamaIndex
Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex
Common issues when connecting CloudLex Legal to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpCloudLex Legal + LlamaIndex FAQ
Common questions about integrating CloudLex Legal MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
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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 LlamaIndex
Get your token, paste the configuration, and start using 15 tools in under 2 minutes. No API key management needed.
