Beagle 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 Beagle 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 Beagle Security. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Beagle 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 Beagle Security MCP Server
Connect your Beagle Security account to any AI agent and integrate automated penetration testing into your development workflow through natural conversation.
LlamaIndex agents combine Beagle 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
- Project Oversight — List and manage all security projects and target applications.
- On-Demand Testing — Trigger new security tests for your applications instantly.
- Status Monitoring — Check the real-time progress of ongoing security assessments.
- Vulnerability Retrieval — Access detailed results and lists of vulnerabilities found during tests.
- Compliance & Auditing — Retrieve account profiles and test histories for compliance reporting.
The Beagle 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 Beagle Security to LlamaIndex via MCP
Follow these steps to integrate the Beagle 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 Beagle Security
Why Use LlamaIndex with the Beagle Security MCP Server
LlamaIndex provides unique advantages when paired with Beagle Security through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Beagle Security tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Beagle Security tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Beagle Security, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Beagle Security tools were called, what data was returned, and how it influenced the final answer
Beagle Security + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Beagle Security MCP Server delivers measurable value.
Hybrid search: combine Beagle Security real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Beagle 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 Beagle Security for fresh data
Analytical workflows: chain Beagle Security queries with LlamaIndex's data connectors to build multi-source analytical reports
Beagle Security MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Beagle Security to LlamaIndex via MCP:
get_application_details
Get details of an application
get_project_details
Get details of a specific project
get_test_results
Retrieve security test results
get_test_status
Check status of a security test
get_user_profile
Get Beagle account profile
get_vulnerabilities
List vulnerabilities for a test
list_applications
List security applications
list_projects
List Beagle Security projects
start_test
Start a new security test
stop_test
Stop an active security test
Example Prompts for Beagle Security in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Beagle Security immediately.
"List all my current security projects on Beagle."
"Start a new security test for application token app_998877."
"Show me the findings from the last test test_554433."
Troubleshooting Beagle Security MCP Server with LlamaIndex
Common issues when connecting Beagle Security to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpBeagle Security + LlamaIndex FAQ
Common questions about integrating Beagle 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 Beagle 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 Beagle Security to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.