HackEDU (Security Journey) 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 HackEDU (Security Journey) as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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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 HackEDU (Security Journey). "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in HackEDU (Security Journey)?"
)
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 HackEDU (Security Journey) MCP Server
Connect your HackEDU (now part of Security Journey) platform to any AI agent and take full control of your secure coding training workflows through natural conversation.
LlamaIndex agents combine HackEDU (Security Journey) 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
- User & Team Management — List all users and teams, retrieve detailed profiles, and check UUIDs for assignments.
- Progress Tracking — Monitor individual and team training progress to ensure security compliance across your organization.
- Content Insights — Browse the full catalog of available security training modules and lessons.
- Vulnerability Integration — Access HackEDU’s vulnerability taxonomy mapped to CWE, CVE, and CAPEC standards.
- Adaptive Training — Push issues from bug bounty programs or scanners to trigger personalized training plans for developers.
- Reporting — Instantly retrieve summaries of security training health and identifying gaps in developer knowledge.
The HackEDU (Security Journey) 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 HackEDU (Security Journey) to LlamaIndex via MCP
Follow these steps to integrate the HackEDU (Security Journey) 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 HackEDU (Security Journey)
Why Use LlamaIndex with the HackEDU (Security Journey) MCP Server
LlamaIndex provides unique advantages when paired with HackEDU (Security Journey) through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine HackEDU (Security Journey) tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain HackEDU (Security Journey) tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query HackEDU (Security Journey), a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what HackEDU (Security Journey) tools were called, what data was returned, and how it influenced the final answer
HackEDU (Security Journey) + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the HackEDU (Security Journey) MCP Server delivers measurable value.
Hybrid search: combine HackEDU (Security Journey) real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query HackEDU (Security Journey) 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 HackEDU (Security Journey) for fresh data
Analytical workflows: chain HackEDU (Security Journey) queries with LlamaIndex's data connectors to build multi-source analytical reports
HackEDU (Security Journey) MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect HackEDU (Security Journey) to LlamaIndex via MCP:
create_issue
Create/Push a new vulnerability issue to trigger adaptive training
get_team_progress
Get the training progress for a specific team
get_user
Get detailed information about a specific user
get_user_progress
Get the training progress for a specific user
list_adaptive_training_plans
List adaptive training plans created based on vulnerability findings
list_content
List all available training modules and lessons
list_issues
List vulnerability issues synced from external sources (e.g., Bugcrowd, HackerOne)
list_teams
List all teams configured in HackEDU
list_users
List all users in your HackEDU account
list_vulnerabilities
List HackEDU vulnerability taxonomy (CWE/CVE/CAPEC mapping)
Example Prompts for HackEDU (Security Journey) in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with HackEDU (Security Journey) immediately.
"Show me the training progress for Team Alpha."
"List all security lessons related to SQL Injection."
"Create a new security issue for 'BOLA vulnerability found in API' with vulnerability ID 502."
Troubleshooting HackEDU (Security Journey) MCP Server with LlamaIndex
Common issues when connecting HackEDU (Security Journey) to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpHackEDU (Security Journey) + LlamaIndex FAQ
Common questions about integrating HackEDU (Security Journey) 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 HackEDU (Security Journey) 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 HackEDU (Security Journey) to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.