How to integrate Documenso MCP with Autogen

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Introduction

This guide walks you through connecting Documenso to AutoGen using the Composio tool router. By the end, you'll have a working Documenso agent that can send a contract to client for signature, download the latest signed nda document, list all templates for onboarding paperwork through natural language commands.

This guide will help you understand how to give your AutoGen agent real control over a Documenso account through Composio's Documenso MCP server.

Before we dive in, let's take a quick look at the key ideas and tools involved.

Also integrate Documenso with

TL;DR

Here's what you'll learn:
  • Get and set up your OpenAI and Composio API keys
  • Install the required dependencies for Autogen and Composio
  • Initialize Composio and create a Tool Router session for Documenso
  • Wire that MCP URL into Autogen using McpWorkbench and StreamableHttpServerParams
  • Configure an Autogen AssistantAgent that can call Documenso tools
  • Run a live chat loop where you ask the agent to perform Documenso operations

What is AutoGen?

Autogen is a framework for building multi-agent conversational AI systems from Microsoft. It enables you to create agents that can collaborate, use tools, and maintain complex workflows.

Key features include:

  • Multi-Agent Systems: Build collaborative agent workflows
  • MCP Workbench: Native support for Model Context Protocol tools
  • Streaming HTTP: Connect to external services through streamable HTTP
  • AssistantAgent: Pre-built agent class for tool-using assistants

What is the Documenso MCP server, and what's possible with it?

The Documenso MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Documenso account. It provides structured and secure access to your electronic signature workflows, so your agent can create documents, distribute them for signing, manage templates, and download signed files automatically on your behalf.

  • Automated document creation and duplication: Prompt your agent to generate new documents or make exact copies of existing ones for rapid workflow setup.
  • Seamless document distribution for signatures: Let your agent send documents to one or more recipients, kicking off secure e-signature flows without manual intervention.
  • Template management and retrieval: Ask your agent to list, fetch, or delete document templates, keeping your signing processes organized and up-to-date.
  • Download and access signed documents: Have your agent retrieve finalized, signed PDFs automatically for seamless archiving or sharing.
  • Streamlined document organization: Direct your agent to move documents between personal and team spaces, or remove unnecessary fields to keep everything tidy and current.

Supported Tools & Triggers

Tools
Create Document BetaTool to create a new document using the beta endpoint that returns a presigned URL for file upload.
Create Document FieldTool to create a single field for a document.
Create Document Fields (Bulk)Tool to create multiple fields on a document in a single operation.
Create Document RecipientTool to create a single recipient for a document.
Create Document Recipients BulkTool to create multiple recipients for a document at once.
Create Embedding Presign Token V2 BetaCreate a presign token for Documenso embedded authoring sessions.
Create EnvelopeTool to create a new envelope in Documenso.
Create Envelope AttachmentCreate a new attachment for an envelope in Documenso.
Create Envelope Items BulkTool to create multiple items for an envelope with optional file attachments.
Create Envelope Recipients BulkTool to create multiple recipients for an envelope in bulk.
Create FolderCreate a new folder in Documenso to organize documents or templates.
Create Template BetaTool to create a new template using the beta endpoint that returns a presigned URL for file upload.
Create Template FieldTool to create a single field for a template.
Create Template Fields (Bulk)Tool to create multiple fields on a template in a single operation.
Create Template RecipientTool to create a single recipient for a template.
Create Template Recipients BulkTool to create multiple recipients for a template at once.
Delete DocumentTool to delete a document.
Delete Document AttachmentTool to delete an attachment from a document.
Delete Document FieldTool to delete a single document field by ID.
Delete Document FieldsTool to delete one or more fields from a document.
Delete Document RecipientTool to delete a recipient from a document.
Delete EnvelopeTool to permanently delete an envelope.
Delete Envelope AttachmentTool to delete an attachment from an envelope.
Delete Envelope FieldTool to delete a field from an envelope.
Delete Envelope ItemTool to delete an item from an envelope.
Delete Envelope RecipientTool to delete a recipient from an envelope.
Delete FolderTool to permanently delete a folder.
Delete TemplatePermanently delete a template by its ID.
Delete Template Direct LinkDelete a direct link for a template.
Delete Template RecipientTool to delete a recipient from a template.
Delete Template V2Tool to permanently delete a template using the v2 API.
Distribute Document V2Tool to distribute a document for signing.
Distribute EnvelopeTool to distribute an envelope to recipients for signing.
Download Envelope ItemDownload an envelope item as PDF.
Download Signed DocumentDownload a completed/signed document as PDF.
Duplicate Document V2Tool to duplicate a document.
Duplicate Envelope V2Tool to duplicate an envelope with all its settings.
Duplicate TemplateTool to duplicate a template with all its settings.
Find DocumentsFind documents based on search criteria with filtering and pagination.
Find Documents V2Retrieve a paginated list of documents with optional filtering and sorting.
Find EnvelopesTool to find envelopes based on search criteria, filters, and pagination.
Find FoldersTool to find folders based on search criteria and filters.
Find TemplatesRetrieve a paginated list of templates with optional filtering and search.
Get Document By IDRetrieve complete information about a document by its ID.
Get Document FieldTool to retrieve a document field by its ID.
Get Document RecipientTool to retrieve detailed information about a document recipient by their ID.
Get Documents By IDsRetrieve multiple documents by their IDs in a single request.
Get Envelope AttachmentTool to find all attachments for a specific envelope.
Get Envelope Audit LogTool to retrieve audit logs for an envelope.
Get Envelope By IDRetrieve complete information about an envelope by its ID.
Get Envelope FieldTool to fetch an envelope field by ID.
Get Envelope RecipientTool to retrieve detailed information about an envelope recipient by their ID.
Get Envelopes By IDsTool to retrieve multiple envelopes by their IDs.
Get Template By IDRetrieve complete information about a template by its ID.
Get Template FieldTool to fetch a template field by ID.
Get Template RecipientTool to retrieve detailed information about a template recipient by their ID.
Get Templates By IDsRetrieve multiple templates by their IDs in a single request.
List TemplatesTool to list templates.
Move Document V2Tool to move a document to a team.
Redistribute Document V2Re-send signing request emails to specified recipients of a document.
Redistribute EnvelopeTool to redistribute an envelope to recipients who have not actioned it.
Remove Team Member V1Remove a member from a Documenso team.
Update Document AttachmentTool to update an existing document attachment.
Update Document FieldTool to update a single document field's properties in Documenso v2 API.
Update Document Fields BulkTool to update multiple document fields in a single operation.
Update Document Recipient V2Tool to update a document recipient using the v2 API.
Update Document V2Update document properties like title, visibility, and signing settings.
Update EnvelopeUpdate envelope properties like title, visibility, and signing settings.
Update Envelope AttachmentTool to update an existing envelope attachment.
Update Envelope Fields BulkTool to update multiple envelope fields in a single request.
Update Envelope Items BulkTool to update multiple envelope items in a single request.
Update FolderUpdate properties of an existing folder including name, pinned status, parent folder, and visibility.
Update TemplateUpdate template properties like title, visibility, and signing settings.
Update Template Fields BulkTool to update multiple template fields in a single operation.
Update Template RecipientTool to update a template recipient.
Update Template Recipients BulkTool to update multiple template recipients in a single API call.
Use Template (v2-beta)Tool to create a document from a template.

What is the Composio tool router, and how does it fit here?

What is Composio SDK?

Composio's Composio SDK helps agents find the right tools for a task at runtime. You can plug in multiple toolkits (like Gmail, HubSpot, and GitHub), and the agent will identify the relevant app and action to complete multi-step workflows. This can reduce token usage and improve the reliability of tool calls. Read more here: Getting started with Composio SDK

The tool router generates a secure MCP URL that your agents can access to perform actions.

How the Composio SDK works

The Composio SDK follows a three-phase workflow:

  1. Discovery: Searches for tools matching your task and returns relevant toolkits with their details.
  2. Authentication: Checks for active connections. If missing, creates an auth config and returns a connection URL via Auth Link.
  3. Execution: Executes the action using the authenticated connection.

Step-by-step Guide

Prerequisites

You will need:

  • A Composio API key
  • An OpenAI API key (used by Autogen's OpenAIChatCompletionClient)
  • A Documenso account you can connect to Composio
  • Some basic familiarity with Autogen and Python async

Getting API Keys for OpenAI and Composio

OpenAI API Key
  • Go to the OpenAI dashboard and create an API key. You'll need credits to use the models, or you can connect to another model provider.
  • Keep the API key safe.
Composio API Key
  • Log in to the Composio dashboard.
  • Navigate to your API settings and generate a new API key.
  • Store this key securely as you'll need it for authentication.

Install dependencies

bash
pip install composio python-dotenv
pip install autogen-agentchat autogen-ext-openai autogen-ext-tools

Install Composio, Autogen extensions, and dotenv.

What's happening:

  • composio connects your agent to Documenso via MCP
  • autogen-agentchat provides the AssistantAgent class
  • autogen-ext-openai provides the OpenAI model client
  • autogen-ext-tools provides MCP workbench support

Set up environment variables

bash
COMPOSIO_API_KEY=your-composio-api-key
OPENAI_API_KEY=your-openai-api-key
USER_ID=your-user-identifier@example.com

Create a .env file in your project folder.

What's happening:

  • COMPOSIO_API_KEY is required to talk to Composio
  • OPENAI_API_KEY is used by Autogen's OpenAI client
  • USER_ID is how Composio identifies which user's Documenso connections to use

Import dependencies and create Tool Router session

python
import asyncio
import os
from dotenv import load_dotenv
from composio import Composio

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

load_dotenv()

async def main():
    # Initialize Composio and create a Documenso session
    composio = Composio(api_key=os.getenv("COMPOSIO_API_KEY"))
    session = composio.create(
        user_id=os.getenv("USER_ID"),
        toolkits=["documenso"]
    )
    url = session.mcp.url
What's happening:
  • load_dotenv() reads your .env file
  • Composio(api_key=...) initializes the SDK
  • create(...) creates a Tool Router session that exposes Documenso tools
  • session.mcp.url is the MCP endpoint that Autogen will connect to

Configure MCP parameters for Autogen

python
# Configure MCP server parameters for Streamable HTTP
server_params = StreamableHttpServerParams(
    url=url,
    timeout=30.0,
    sse_read_timeout=300.0,
    terminate_on_close=True,
    headers={"x-api-key": os.getenv("COMPOSIO_API_KEY")}
)

Autogen expects parameters describing how to talk to the MCP server. That is what StreamableHttpServerParams is for.

What's happening:

  • url points to the Tool Router MCP endpoint from Composio
  • timeout is the HTTP timeout for requests
  • sse_read_timeout controls how long to wait when streaming responses
  • terminate_on_close=True cleans up the MCP server process when the workbench is closed

Create the model client and agent

python
# Create model client
model_client = OpenAIChatCompletionClient(
    model="gpt-5",
    api_key=os.getenv("OPENAI_API_KEY")
)

# Use McpWorkbench as context manager
async with McpWorkbench(server_params) as workbench:
    # Create Documenso assistant agent with MCP tools
    agent = AssistantAgent(
        name="documenso_assistant",
        description="An AI assistant that helps with Documenso operations.",
        model_client=model_client,
        workbench=workbench,
        model_client_stream=True,
        max_tool_iterations=10
    )

What's happening:

  • OpenAIChatCompletionClient wraps the OpenAI model for Autogen
  • McpWorkbench connects the agent to the MCP tools
  • AssistantAgent is configured with the Documenso tools from the workbench

Run the interactive chat loop

python
print("Chat started! Type 'exit' or 'quit' to end the conversation.\n")
print("Ask any Documenso related question or task to the agent.\n")

# Conversation loop
while True:
    user_input = input("You: ").strip()

    if user_input.lower() in ["exit", "quit", "bye"]:
        print("\nGoodbye!")
        break

    if not user_input:
        continue

    print("\nAgent is thinking...\n")

    # Run the agent with streaming
    try:
        response_text = ""
        async for message in agent.run_stream(task=user_input):
            if hasattr(message, "content") and message.content:
                response_text = message.content

        # Print the final response
        if response_text:
            print(f"Agent: {response_text}\n")
        else:
            print("Agent: I encountered an issue processing your request.\n")

    except Exception as e:
        print(f"Agent: Sorry, I encountered an error: {str(e)}\n")
What's happening:
  • The script prompts you in a loop with You:
  • Autogen passes your input to the model, which decides which Documenso tools to call via MCP
  • agent.run_stream(...) yields streaming messages as the agent thinks and calls tools
  • Typing exit, quit, or bye ends the loop

Complete Code

Here's the complete code to get you started with Documenso and AutoGen:

python
import asyncio
import os
from dotenv import load_dotenv
from composio import Composio

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

load_dotenv()

async def main():
    # Initialize Composio and create a Documenso session
    composio = Composio(api_key=os.getenv("COMPOSIO_API_KEY"))
    session = composio.create(
        user_id=os.getenv("USER_ID"),
        toolkits=["documenso"]
    )
    url = session.mcp.url

    # Configure MCP server parameters for Streamable HTTP
    server_params = StreamableHttpServerParams(
        url=url,
        timeout=30.0,
        sse_read_timeout=300.0,
        terminate_on_close=True,
        headers={"x-api-key": os.getenv("COMPOSIO_API_KEY")}
    )

    # Create model client
    model_client = OpenAIChatCompletionClient(
        model="gpt-5",
        api_key=os.getenv("OPENAI_API_KEY")
    )

    # Use McpWorkbench as context manager
    async with McpWorkbench(server_params) as workbench:
        # Create Documenso assistant agent with MCP tools
        agent = AssistantAgent(
            name="documenso_assistant",
            description="An AI assistant that helps with Documenso operations.",
            model_client=model_client,
            workbench=workbench,
            model_client_stream=True,
            max_tool_iterations=10
        )

        print("Chat started! Type 'exit' or 'quit' to end the conversation.\n")
        print("Ask any Documenso related question or task to the agent.\n")

        # Conversation loop
        while True:
            user_input = input("You: ").strip()

            if user_input.lower() in ['exit', 'quit', 'bye']:
                print("\nGoodbye!")
                break

            if not user_input:
                continue

            print("\nAgent is thinking...\n")

            # Run the agent with streaming
            try:
                response_text = ""
                async for message in agent.run_stream(task=user_input):
                    if hasattr(message, 'content') and message.content:
                        response_text = message.content

                # Print the final response
                if response_text:
                    print(f"Agent: {response_text}\n")
                else:
                    print("Agent: I encountered an issue processing your request.\n")

            except Exception as e:
                print(f"Agent: Sorry, I encountered an error: {str(e)}\n")

if __name__ == "__main__":
    asyncio.run(main())

Conclusion

You now have an Autogen assistant wired into Documenso through Composio's Tool Router and MCP. From here you can:
  • Add more toolkits to the toolkits list, for example notion or hubspot
  • Refine the agent description to point it at specific workflows
  • Wrap this script behind a UI, Slack bot, or internal tool
Once the pattern is clear for Documenso, you can reuse the same structure for other MCP-enabled apps with minimal code changes.

How to build Documenso MCP Agent with another framework

FAQ

What are the differences in Tool Router MCP and Documenso MCP?

With a standalone Documenso MCP server, the agents and LLMs can only access a fixed set of Documenso tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Documenso and many other apps based on the task at hand, all through a single MCP endpoint.

Can I use Tool Router MCP with Autogen?

Yes, you can. Autogen fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Documenso tools.

Can I manage the permissions and scopes for Documenso while using Tool Router?

Yes, absolutely. You can configure which Documenso scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

How safe is my data with Composio Tool Router?

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Documenso data and credentials are handled as safely as possible.

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