Lacework (Cloud Security & CNAPP) MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Lacework (Cloud Security & CNAPP) as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to Lacework (Cloud Security & CNAPP). "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Lacework (Cloud Security & CNAPP)?"
)
print(response)
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.
LlamaIndex agents combine Lacework (Cloud Security & CNAPP) tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through the Vinkius and query live data alongside vector stores and SQL databases in a single turn — ideal for hybrid search, data enrichment, and analytical workflows.
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 LlamaIndex 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 LlamaIndex via MCP
Follow these steps to integrate the Lacework (Cloud Security & CNAPP) MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from Lacework (Cloud Security & CNAPP)
Why Use LlamaIndex with the Lacework (Cloud Security & CNAPP) MCP Server
LlamaIndex provides unique advantages when paired with Lacework (Cloud Security & CNAPP) through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Lacework (Cloud Security & CNAPP) tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Lacework (Cloud Security & CNAPP) tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Lacework (Cloud Security & CNAPP), a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Lacework (Cloud Security & CNAPP) tools were called, what data was returned, and how it influenced the final answer
Lacework (Cloud Security & CNAPP) + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Lacework (Cloud Security & CNAPP) MCP Server delivers measurable value.
Hybrid search: combine Lacework (Cloud Security & CNAPP) real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Lacework (Cloud Security & CNAPP) to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Lacework (Cloud Security & CNAPP) for fresh data
Analytical workflows: chain Lacework (Cloud Security & CNAPP) queries with LlamaIndex's data connectors to build multi-source analytical reports
Lacework (Cloud Security & CNAPP) MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Lacework (Cloud Security & CNAPP) to LlamaIndex 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 LlamaIndex
Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex
Common issues when connecting Lacework (Cloud Security & CNAPP) to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpLacework (Cloud Security & CNAPP) + LlamaIndex FAQ
Common questions about integrating Lacework (Cloud Security & CNAPP) MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect Lacework (Cloud Security & CNAPP) with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Lacework (Cloud Security & CNAPP) to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.