How to Use the DocuSeal MCP in AutoGen

Q: Which DocuSeal tools should my AutoGen agents use?

Give them access to the full suite. createtemplate and createsubmission are essential for the primary flow, while the list and get tools allow for verification.

Use AutoGen agents to debate and finalize contract templates and signature requests with DocuSeal.

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Connect DocuSeal MCP to AutoGen

Create your Vinkius account to connect DocuSeal 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 DocuSeal with AutoGen

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Debate contract terms with AutoGen

Configure multiple agents to negotiate the details of a document before sending it. One agent proposes a contract using `create_template`, while another reviews it. They verify that the template meets your requirements. Once they agree, the workflow proceeds to the next stage of the signature process.

Automate submissions in AutoGen

Your signing agent uses `create_submission` to send documents out once the debate concludes. This ensures that only approved contracts reach your signers. If an error occurs, the agents discuss the failure. They can then use `update_submitter` to fix recipient info and retry the request automatically.

Manage document lifecycle in AutoGen

Clean up your workspace by letting agents handle maintenance. They use `delete_submission` or `delete_template` based on your retention policies. Agents check the status of old records using `list_submissions`. They identify what to archive and perform the action, keeping your DocuSeal account organized.

Setup guide

Set up DocuSeal 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 DocuSeal 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="DocuSeal_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent DocuSeal 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="DocuSeal_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

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

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

You initialize the MCP server tools and pass them into your AssistantAgent. The agents will then negotiate which tool to call based on their assigned roles.

Yes. If a submission fails, the agents can analyze the error message. They can then decide to correct the input and call the tool again.

It is. You can have a legal agent, a sales agent, and an admin agent all collaborating on the same contract flow using the DocuSeal tools.

Your agent interactions are ephemeral. The DocuSeal server only handles the specific document records you send it, and all traffic is encrypted via your connection.

Give them access to the full suite. `create_template` and `create_submission` are essential for the primary flow, while the `list` and `get` tools allow for verification.

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