Can I block a malicious IP address directly from my agent?

Yes. Using the `create_ip_acl_rule` tool, you can immediately add an IP or CIDR range to your global denylist (black list) to mitigate threats as soon as they are identified during your security audit.

Is it possible to triage vulnerabilities and change their status via chat?

Absolutely. You can use `update_vulnerability_status` to change a vulnerability's lifecycle status (e.g., to closed or false positive) once you have investigated it or applied remediation steps.

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

Name: Wallarm
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Wallarm 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="wallarm_agent",
            tools=tools,
            system_message=(
                "You help users with Wallarm. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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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 Wallarm MCP Server

Connect your Wallarm account to any AI agent and secure your API infrastructure through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Wallarm 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

Security Attacks — Monitor and search for active security attacks detected by Wallarm, grouped by vector (SQLi, XSS, etc.)
Granular Hits — Perform deep forensics by searching for individual malicious HTTP request hits with full payloads
Vulnerability Management — List and triage security vulnerabilities discovered in live API traffic directly from your agent
API Inventory — Retrieve the automatically discovered API inventory to see all exposed endpoints and methods
Filtering Nodes — Verify the health and heartbeat status of your deployed WAF and API gateway filtering nodes
IP Control — Audit and manage IP allowlist/denylist rules to immediately block malicious sources or allow trusted partners
Remediation Guidance — Access comprehensive diagnostic data and CWE mappings for specific vulnerabilities

The Wallarm 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 Wallarm to AutoGen via MCP

Follow these steps to integrate the Wallarm 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 10 tools from Wallarm automatically

Why Use AutoGen with the Wallarm MCP Server

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

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

Role-based architecture lets you assign Wallarm 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 Wallarm tool calls

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

Wallarm + AutoGen Use Cases

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

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

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

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

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

Wallarm MCP Tools for AutoGen (10)

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

create_ip_acl_rule

list_type must be "white" or "black". Adds an IP or CIDR range to the global allowlist or denylist

get_client_info

Retrieves details about the Wallarm account, subscription, and feature status

get_discovered_api_inventory

Retrieves the API inventory automatically discovered through passive traffic analysis

get_vulnerability_details

Retrieves comprehensive diagnostic data and exploit evidence for a specific vulnerability ID

list_filtering_nodes

Lists all deployed Wallarm WAF/API gateway filtering nodes

list_ip_acl_rules

Lists configured IP allowlist and denylist rules

search_security_attacks

Searches for security attacks detected by Wallarm, grouped by vector (SQLi, XSS, etc.)

search_security_hits

Shows full request headers and payloads for blocked traffic. Searches for granular individual malicious HTTP request hits intercepted by WAF nodes

search_vulnerabilities

Lists all open security vulnerabilities discovered in live API traffic

update_vulnerability_status

Valid statuses: open, closed, falsepositive. Changes the lifecycle status of a vulnerability (e.g., mark as closed or false positive)

Example Prompts for Wallarm in AutoGen

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

"List all security attacks detected in the last hour."

"Block the malicious IP address 1.2.3.4 immediately."

"What vulnerabilities are currently open in our production API?"

Troubleshooting Wallarm MCP Server with AutoGen

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

McpWorkbench not found

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

Wallarm + AutoGen FAQ

Common questions about integrating Wallarm 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 Wallarm 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.