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Vinkius

Coda MCP Server for AutoGen 10 tools — connect in under 2 minutes

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Coda as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Vinkius supports streamable HTTP and SSE.

python
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="coda_agent",
            tools=tools,
            system_message=(
                "You help users with Coda. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())
Coda
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About Coda MCP Server

Connect your AI to Coda, the collaborative document platform that brings together words, data, and teams.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Coda tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

  • Document Browsing — List your recent docs and navigate their sections, tables, and pages.
  • Table Data — Read rows from any Coda table, filter by column values, and update records.
  • Formula Values — Retrieve the live value of any named formula in a doc for real-time reporting.

The Coda MCP Server exposes 10 tools through the Vinkius. Connect it to AutoGen in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Coda to AutoGen via MCP

Follow these steps to integrate the Coda MCP Server with AutoGen.

01

Install AutoGen

Run pip install "autogen-ext[mcp]"

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

04

Explore tools

The workbench discovers 10 tools from Coda automatically

Why Use AutoGen with the Coda MCP Server

AutoGen provides unique advantages when paired with Coda through the Model Context Protocol.

01

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Coda tools to solve complex tasks

02

Role-based architecture lets you assign Coda tool access to specific agents. a data analyst queries while a reviewer validates

03

Human-in-the-loop support: agents can pause for human approval before executing sensitive Coda tool calls

04

Code execution sandbox: AutoGen agents can write and run code that processes Coda tool responses in an isolated environment

Coda + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Coda MCP Server delivers measurable value.

01

Collaborative analysis: one agent queries Coda while another validates results and a third generates the final report

02

Automated review pipelines: a researcher agent fetches data from Coda, a critic agent evaluates quality, and a writer produces the output

03

Interactive planning: agents negotiate task allocation using Coda data to make informed decisions about resource distribution

04

Code generation with live data: an AutoGen coder agent writes scripts that process Coda responses in a sandboxed execution environment

Coda MCP Tools for AutoGen (10)

These 10 tools become available when you connect Coda to AutoGen via MCP:

01

delete_rows

Delete one or more rows from a Coda table

02

get_doc_details

Retrieve detailed information about a specific Coda document

03

get_formula_value

Retrieve the current calculated value of a named formula

04

insert_rows

Insert new rows into a Coda table

05

list_columns

Retrieve a list of columns in a Coda table

06

list_docs

Retrieve a list of Coda documents available to you

07

list_formulas

Retrieve a list of named formulas in a Coda document

08

list_rows

Retrieve rows from a specific table in a Coda document

09

list_tables

Retrieve a list of tables within a specific Coda document

10

update_row

Update an existing row in a Coda table

Example Prompts for Coda in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Coda immediately.

01

"Show me my recent documents in Coda."

02

"Get the current value of formula 'TotalBudget' in doc 'doc-yyyy'."

03

"Check the status of task 'Q3 Launch' in our Sprint Board table."

Troubleshooting Coda MCP Server with AutoGen

Common issues when connecting Coda to AutoGen through the Vinkius, and how to resolve them.

01

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Coda + AutoGen FAQ

Common questions about integrating Coda MCP Server with AutoGen.

01

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Coda tools during their conversation turns.
02

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
03

Does AutoGen support human approval for tool calls?

Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.

Connect Coda to AutoGen

Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.