How to Use the Contrast Security MCP in LlamaIndex

Q: Can LlamaIndex query Contrast Security live?

Yes. You can use a FunctionAgent to call tools like listcriticalvulnerabilities whenever your index needs the latest security context.

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Connect Contrast Security MCP to LlamaIndex

Create your Vinkius account to connect Contrast Security to LlamaIndex and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Contrast Security with LlamaIndex

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Index security traces in LlamaIndex

Feed `list_vulnerability_traces` output directly into your vector store. Your index now contains live data about your current threat profile. This MCP Server allows you to query past security states. Ask your agent about historical vulnerability trends and get answers grounded in your actual API data.

Query application metadata instantly

Use `get_organization_info` to retrieve high-level metadata for your knowledge base. Your LlamaIndex agent references this during every query. Finding specific monitored servers is simple with `list_monitored_servers`. The results are indexed, making it easy to find where a specific agent is deployed.

Search vulnerabilities with context

Combine `search_applications_by_name` with your local document store. Your agent bridges the gap between static docs and live security findings. This MCP Server provides the raw data needed for deep semantic search. You get accurate, non-hallucinated answers about your security compliance status.

Setup guide

Set up Contrast Security MCP in LlamaIndex

Prerequisites

Python 3.10+ installed
llama-index-tools-mcp package
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai. The MCP tools package provides BasicMCPClient and McpToolSpec.
2

Connect with BasicMCPClient
Point BasicMCPClient to your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. Supports SSE and Streamable HTTP transports.
3

Convert to LlamaIndex tools
Call mcp_tool_spec.to_tool_list_async() to convert all Contrast Security MCP tools into native FunctionTool objects that any LlamaIndex agent can use.
4

Run with any LLM
Create a FunctionAgent with the tools and your preferred LLM. Swap OpenAI for Anthropic, Gemini, or any LlamaIndex-supported provider.

agent.py

from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

# Connect to the MCP
mcp_client = BasicMCPClient(
    "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)
mcp_tool_spec = McpToolSpec(client=mcp_client)

# Convert MCP tools to LlamaIndex tools
tools = await mcp_tool_spec.to_tool_list_async()

# Create and run the agent
agent = FunctionAgent(
    tools=tools,
    llm=OpenAI(model="gpt-4o"),
    system_prompt="You have access to Contrast Security tools.",
)
response = await agent.run("List recent Contrast Security data")

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Contrast Security. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Contrast Security MCP in LlamaIndex

The tool output is passed to your ingestion pipeline where it becomes part of your vector index. This allows your agent to perform semantic search across your security traces.

Yes. You can use a FunctionAgent to call tools like `list_critical_vulnerabilities` whenever your index needs the latest security context.

It is. You can build a unified index that merges internal security policies with live vulnerability data retrieved from the server.

No. The server acts as a pass-through for the Contrast API. Your sensitive vulnerability traces are only fetched when your agent requests them for indexing.

These traces remain in your local vector store once indexed. Access is restricted to your specific environment and the security policies you define within your LlamaIndex setup.

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