Contrast Security 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 Contrast Security as an MCP tool provider through 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 Contrast Security. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Contrast Security?"
)
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 Contrast Security MCP Server
Connect your Contrast Security platform to any AI agent and bring powerful AppSec monitoring to your conversational workflow. Instantly audit the security posture of your applications without digging through complex UI menus.
LlamaIndex agents combine Contrast Security tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through 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
- Application Triage — Quickly list all monitored applications to ensure your Contrast sensors are actively covering your production and staging environments.
- Vulnerability Hunting — Query the AI to extract critical vulnerabilities (traces) across your entire app portfolio instantly, pulling precise flaws to prioritize remediation.
- Trace Analysis — Zoom in on a specific trace UUID to understand the security context and the exact affected endpoint.
The Contrast Security 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 Contrast Security to LlamaIndex via MCP
Follow these steps to integrate the Contrast Security 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 Contrast Security
Why Use LlamaIndex with the Contrast Security MCP Server
LlamaIndex provides unique advantages when paired with Contrast Security through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Contrast Security tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Contrast Security tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Contrast Security, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Contrast Security tools were called, what data was returned, and how it influenced the final answer
Contrast Security + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Contrast Security MCP Server delivers measurable value.
Hybrid search: combine Contrast Security real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Contrast Security 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 Contrast Security for fresh data
Analytical workflows: chain Contrast Security queries with LlamaIndex's data connectors to build multi-source analytical reports
Contrast Security MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Contrast Security to LlamaIndex via MCP:
get_application_details
Get detailed information about a specific application
get_organization_info
Get metadata about the current Contrast organization
get_vulnerability_details
Get full technical details for a specific vulnerability trace
list_applications
List all applications monitored in Contrast Security
list_critical_vulnerabilities
Quickly list only vulnerabilities with CRITICAL severity
list_monitored_servers
List servers where Contrast agents are deployed
list_organization_users
List users in your Contrast Security organization
list_vulnerability_traces
List security vulnerability traces (vulnerabilities)
search_applications_by_name
Search for monitored applications by name
search_vulnerabilities
Search and filter vulnerabilities using complex criteria
Example Prompts for Contrast Security in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Contrast Security immediately.
"List all applications monitored in my Contrast Security organization."
"List all CRITICAL vulnerabilities found across my entire Contrast fleet."
"Retrieve the full technical details for the vulnerability trace UUID '1xx-bbxx-11x'."
Troubleshooting Contrast Security MCP Server with LlamaIndex
Common issues when connecting Contrast Security to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpContrast Security + LlamaIndex FAQ
Common questions about integrating Contrast Security 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 Contrast Security 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 Contrast Security to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.