Lacework (Cloud Security & CNAPP) MCP Server for AutoGen 10 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Lacework (Cloud Security & CNAPP) as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="lacework_cloud_security_cnapp_agent",
tools=tools,
system_message=(
"You help users with Lacework (Cloud Security & CNAPP). "
"10 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(main())
* 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 Lacework (Cloud Security & CNAPP) MCP Server
Connect your Lacework (FortiCNAPP) account to any AI agent and take full control of your cloud security posture and threat hunting through natural conversation.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Lacework (Cloud Security & CNAPP) 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
- Alert Orchestration — Search and retrieve deep behavioral telemetry for security alerts, identifying anomalous Kubernetes executions or AWS IAM brute-forcing attempts directly from your agent
- Vulnerability Management — List critical CVEs executing on cloud hosts and monitor static image vulnerabilities in your container registries (ECR, DockerHub)
- Emergency Incident Response — Instantly search your entire infrastructure for specific CVE exposure (e.g., Log4j) to identify vulnerable nodes during zero-day events
- Asset Inventory Audit — Query the real-time cloud control-plane to enumerate running instances, unrestricted S3 buckets, and active networking perimeters
- Threat Hunting (LQL) — Execute specialized Lacework Query Language (LQL) requests to analyze vast datasets for anomalous login patterns or API key abuse
- Compliance Monitoring — List and audit global cloud security policies to ensure your infrastructure remains within regulatory and organizational norms
The Lacework (Cloud Security & CNAPP) 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 Lacework (Cloud Security & CNAPP) to AutoGen via MCP
Follow these steps to integrate the Lacework (Cloud Security & CNAPP) 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 Lacework (Cloud Security & CNAPP) automatically
Why Use AutoGen with the Lacework (Cloud Security & CNAPP) MCP Server
AutoGen provides unique advantages when paired with Lacework (Cloud Security & CNAPP) through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Lacework (Cloud Security & CNAPP) tools to solve complex tasks
Role-based architecture lets you assign Lacework (Cloud Security & CNAPP) 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 Lacework (Cloud Security & CNAPP) tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Lacework (Cloud Security & CNAPP) tool responses in an isolated environment
Lacework (Cloud Security & CNAPP) + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Lacework (Cloud Security & CNAPP) MCP Server delivers measurable value.
Collaborative analysis: one agent queries Lacework (Cloud Security & CNAPP) while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Lacework (Cloud Security & CNAPP), a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Lacework (Cloud Security & CNAPP) data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Lacework (Cloud Security & CNAPP) responses in a sandboxed execution environment
Lacework (Cloud Security & CNAPP) MCP Tools for AutoGen (10)
These 10 tools become available when you connect Lacework (Cloud Security & CNAPP) to AutoGen via MCP:
execute_query
Produces bespoke output matrices tracking API keys bypassing IAM logic, anomalous login patterns, or Kubernetes process spawn trees. Execute an LQL Threat Hunting Query on-demand
get_alert
Extracts precisely what baseline behavior was deviated from, providing deep contextual metadata such as explicit AWS Accounts involved, offending Container Image SHAs, and correlated external IP anomalies. Get exact behavioral payloads and telemetry for an Alert
list_container_vulnerabilities
Examines ECR/DockerHub registries or direct cluster deployments for images carrying critical inherited CVEs at the filesystem level before CI/CD promotion blocks. List static image vulnerabilities detected in Container Registries
list_host_vulnerabilities
Identifies running processes strictly matched against Critical or High CVEs (e.g., Log4j, Polkit) directly active inside EC2 or GCE instances. List known vulnerabilities executing natively on Cloud Hosts/VMs
list_lql_queries
These extract precise cloud telemetry fields mapping user-defined compliance checks directly against the underlying dataset. List all Lacework Query Language (LQL) structures
list_resource_groups
Helps define what constitutes "Production" vs "Staging" in Policy evaluation engines. List logical Resource Groups managing Lacework architectures
list_security_policies
Confirms whether Lacework will alert directly if an engineer violates structural norms (e.g., exposing port 22 directly to 0.0.0.0/0). List all global Cloud Security Policies enforced by Lacework
search_alerts
Fetches events mapping to anomalous Kubernetes executions, AWS IAM brute-forcing attempts, and massive container network exfiltrations spanning the specified time filter. Search Cloud Security alerts dynamically across Lacework
search_cloud_inventory
Used to dynamically enumerate running instances, active networking perimeters, or unrestricted S3 buckets discovered by cross-account role polling. Query the real-time Lacework Cloud Control-Plane Asset Inventory
search_cve_exposure
Directly filters the entire cloud infrastructure footprint determining exactly which specific nodes (Machines) are currently vulnerable to the designated CVE (e.g. "CVE-2026-0001"). Search all integrated Machines/Instances for a specific CVE
Example Prompts for Lacework (Cloud Security & CNAPP) in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Lacework (Cloud Security & CNAPP) immediately.
"Search for all Critical alerts from the last 24 hours"
"List all host vulnerabilities for our Production resource group"
"Are there any unrestricted S3 buckets currently visible in our inventory?"
Troubleshooting Lacework (Cloud Security & CNAPP) MCP Server with AutoGen
Common issues when connecting Lacework (Cloud Security & CNAPP) to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Lacework (Cloud Security & CNAPP) + AutoGen FAQ
Common questions about integrating Lacework (Cloud Security & CNAPP) MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
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Connect Lacework (Cloud Security & CNAPP) to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.