Can I update my knowledge base via the agent?

Yes! Use the `create_article` tool to add new information to your Ada knowledge base. This helps the AI bot stay up-to-date with your latest product or policy changes.

What are the API rate limits on Ada?

The default platform API limit is 10,000 requests per day (10 per second). Some specific endpoints, such as the Data Export API, have additional limits like 15,000 requests per day.

Are there quotas per knowledge article in Ada?

Yes, Knowledge Base APIs enforce a constraint of 100KB per individual article, up to a maximum limit of 50,000 global articles in your organization.

Ada MCP Server for AutoGen 4 tools — connect in under 2 minutes

Name: Ada
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 4 Tools Framework

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

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

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="ada_agent",
            tools=tools,
            system_message=(
                "You help users with Ada. "
                "4 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

Fully ManagedVinkius Servers

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High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Ada MCP Server

Connect your Ada account to your AI agent to unlock advanced customer service automation. From monitoring real-time conversations to managing your knowledge base and syncing user metadata, your agent handles conversational AI orchestration through natural language.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Ada tools. Connect 4 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

Conversation Oversight — List and retrieve details of active or past support conversations to identify trends
End User Management — Manage user profiles and sync metadata (metavariables) between Ada and your external systems
Knowledge Management — Create, update, and list articles in your knowledge base to help your AI agent provide better answers
Real-time Analytics — Retrieve insights on automated resolution rates and agent handoff patterns
Compliance Support — Manage data privacy requests and conversation retention directly from your chat interface

The Ada MCP Server exposes 4 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 Ada to AutoGen via MCP

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

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 4 tools from Ada automatically

Why Use AutoGen with the Ada MCP Server

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

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

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

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

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

Ada + AutoGen Use Cases

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

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

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

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

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

Ada MCP Tools for AutoGen (4)

These 4 tools become available when you connect Ada to AutoGen via MCP:

create_article

Needs title and text content. Add a new text article to the Ada knowledge base to immediately improve AI bot responses

get_end_user

Requires the End User ID. Retrieve profile information and custom metavariables for a specific Ada end user

list_articles

Retrieve the catalog of help articles used by the Ada AI agent to answer customer queries

list_conversations

Retrieve active and past customer support conversations handled by the Ada bot

Example Prompts for Ada in AutoGen

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

"Show me the last 5 conversations handled by Ada."

Troubleshooting Ada MCP Server with AutoGen

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

McpWorkbench not found

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

Ada + AutoGen FAQ

Common questions about integrating Ada MCP Server with AutoGen.

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 Ada tools during their conversation turns.

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.