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How to Use the Concord CLM MCP in OpenAI Agents SDK

Run production-ready OpenAI Agents SDK workflows that manage legal documents via the Concord CLM MCP Server.

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OpenAI Agents SDK

Connect Concord CLM MCP to OpenAI Agents SDK

Create your Vinkius account to connect Concord CLM to OpenAI Agents SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Guarded contract creation with OpenAI Agents SDK

Your production agent needs to draft legal documents without making costly mistakes. By connecting your agent to the Concord CLM MCP Server, you can safely trigger `create_agreement` and `list_templates` through custom Python workflows. If the model attempts to generate an agreement with incorrect parameters, your guardrails catch it instantly. You get clean, predictable document generation that shows up right in your OpenAI dashboard tracing logs.

Secure signature routing via OpenAI agents

Sending contracts to the wrong signee can destroy a deal. This integration lets your agent execute `send_for_signature` only after verifying user identity via `get_current_user` or checking the internal team directory with `list_users`. You can build a multi-agent system where one agent drafts the document and another inspects it before firing the signature request. Every step of this handoff is logged, ensuring your legal team has a clear audit trail.

Programmatic agreement tracking and discovery

Stop guessing if a client signed their contract. Your agent can run `list_signed_agreements` or `search_agreements_by_name` to keep your CRM updated in real-time. Because the OpenAI SDK natively caches tools with caching enabled, these lookups do not add latency to your system. Your agent finds the right file, pulls its status with `get_agreement`, and updates your database without human intervention.

Setup guide

Set up Concord CLM MCP in OpenAI Agents SDK

Prerequisites

  • Python 3.10+ installed
  • openai-agents package (pip install openai-agents)
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install the SDK

    Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.

  2. 2

    Connect via SSE transport

    Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all Concord CLM tools at runtime.

  3. 3

    Create your Agent

    Pass the MCP to Agent(mcp_servers=[server]). The agent receives Concord CLM tools as native definitions — JSON schemas resolve automatically.

  4. 4

    Run the agent

    Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Concord CLM tools and returns structured results. Copy the full example on the right to get started.

agent.py
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="Concord CLM Agent",
            instructions="You have access to Concord CLM tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Concord. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Concord CLM MCP in OpenAI Agents SDK

You install the SDK via pip and initialize the server streamable HTTP class with your Vinkius endpoint. Pass this server object into your Agent constructor using the mcp_servers parameter. The SDK auto-discovers all tools like `create_agreement` instantly.
Yes, every tool call like `get_agreement` or `send_for_signature` is tracked in your OpenAI developer dashboard. You can inspect the inputs, outputs, and latency of every legal API request in real-time.
The SDK lets you define strict validation guardrails that run before any tool execution. If an agent tries to run `list_webhooks` but lacks the proper scope, your code blocks the call before it hits the network.
Yes. Your agent can call `list_templates` to fetch your pre-approved contract formats. From there, it uses `create_agreement` to populate the variables and generate a new contract ready for review.
Your agreement text and signer emails never store on Vinkius servers. The MCP Server executes in an isolated V8 sandbox that destroys itself after each run. All communication with Concord CLM uses secure HTTPS transport with your private credentials.

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