How to Use the Brazilian Judiciary Dictionary Engine MCP in AutoGen

Let your AutoGen agents debate legal findings from the Brazilian Judiciary Dictionary Engine.

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Connect Brazilian Judiciary Dictionary Engine MCP to AutoGen

Create your Vinkius account to connect Brazilian Judiciary Dictionary Engine 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 Brazilian Judiciary Dictionary Engine with AutoGen

Ask AI about this MCP

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Claude

Perplexity

Debate legal entity identification in AutoGen

One agent calls `search_legal_entities` while another verifies the context. They negotiate until they agree on which tribunal is mentioned. This avoids single-agent errors. You get a consensus-driven output backed by the strict offline dictionary.

Automate legal reviews with AutoGen

Set up a specialized agent to scan filings for court mentions. If the dictionary finds a match, the agent triggers a review task for the human user. It handles the heavy lifting of document scanning. You only step in when the agent flags a high-priority court.

Convert legal schemas for AutoGen agents

The adapter automatically handles the tool schema. Your agents see the dictionary tool as a native function they can call during conversation. They exchange results in real-time. The system works out the best way to query the dictionary without you writing custom glue code.

Setup guide

Set up Brazilian Judiciary Dictionary Engine 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 Brazilian Judiciary Dictionary Engine 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="Brazilian Judiciary Dictionary Engine_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Brazilian Judiciary Dictionary Engine 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="Brazilian Judiciary Dictionary Engine_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Brazilian Judiciary Dictionary Engine data")
    print(result.messages[-1].content)

Get your connection token →

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Common questions about Brazilian Judiciary Dictionary Engine MCP in AutoGen

Yes. Agents can pass tool outputs back and forth during their debate. They build a shared understanding of the legal entities present.

It does. You add the tool to your agent list, and the agents will decide when to call it during their conversation.

They use the McpToolAdapter to bridge the gap. It maps the tool definition so your agents can invoke it naturally.

Every request is ephemeral. The agents only send text to the server for the duration of the tool call and clear it immediately.

No. The server has no memory of your chat logs. It only processes the text strings sent during a specific tool execution.

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