How to Use the FinLegal MCP in AutoGen

Deploy debating agents with FinLegal and AutoGen to reach consensus on litigation funding decisions and claim management.

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Connect FinLegal MCP to AutoGen

Create your Vinkius account to connect FinLegal to AutoGen 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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Setup FinLegal with AutoGen

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Perplexity

Coordinate agents using FinLegal tools

Assign `create_claim` and `list_activities` to your specialized agents. One agent manages data entry while another verifies the status against existing templates. This multi-agent setup forces deliberation. The system checks the constraints of your legal finance workflow before executing any write operations.

Negotiate claim status via MCP Server

Use `get_case` to feed information to multiple agents. They debate the claim's viability based on the attributes returned by `list_attribute_templates`. You get a consensus-based decision. The agents challenge each other's interpretations of the case data, ensuring you don't miss critical funding risks.

Manage contacts through agent debate

Have your agents verify `get_contact` data before triggering `update_contact`. This prevents accidental overwrites when multiple stakeholders are involved in a case. The agents act as a gatekeeper. They ensure that every update to your contact database adheres to the firm's strict internal policies.

Setup guide

Set up FinLegal MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes FinLegal tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="FinLegal_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent FinLegal data")
print(result.messages[-1].content)

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Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="FinLegal_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent FinLegal data")
    print(result.messages[-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by FinLegal. 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 FinLegal MCP in AutoGen

The McpToolAdapter automatically converts the server schema into agent-callable tools. Your agents then discuss which tool, such as `list_claims`, to use.

Yes, you can share the same toolset across multiple agents. They will coordinate internally to decide who calls `create_activity`.

Just install the mcp-ext package and pass the server URL. The agents handle the rest of the negotiation and tool execution.

Agents receive the error output and discuss it. They can automatically retry or escalate to a human if the tool call fails.

All communications between your agent swarm and the server are encrypted. The system only exposes the specific contact and claim endpoints defined in your configuration.

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