Beagle Security MCP Server for LlamaIndexGive LlamaIndex instant access to 9 tools to Get Application, Get Running Tests, Get Test Result, and more
GDPR Free for SubscribersLlamaIndex 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 for LlamaIndex
The Beagle Security MCP Server for LlamaIndex is a standout in the Fort Knox category — giving your AI agent 9 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminiimport 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 9 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 take full control of your automated cybersecurity audits and web application penetration testing through natural conversation.
LlamaIndex agents combine Beagle Security tool responses with indexed documents for comprehensive, grounded answers. Connect 9 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
- Pentest Orchestration — Programmatically trigger high-fidelity penetration tests for your configured web applications and APIs directly through your agent
- Real-Time Monitoring — Monitor the progress and status of active security tests and retrieve real-time alerts for identified threats
- Vulnerability Intelligence — Access complete high-fidelity vulnerability reports in JSON format and retrieve detailed metadata for every security session
- Application Architecture — List and manage your directory of security projects and applications to maintain a perfectly coordinated audit infrastructure
- Audit Compliance — Access historical records of all past test results and monitor currently running tests to ensure constant security oversight
The Beagle Security MCP Server exposes 9 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 9 Beagle Security tools available for LlamaIndex
When LlamaIndex connects to Beagle Security through Vinkius, your AI agent gets direct access to every tool listed below — spanning penetration-testing, cybersecurity, api-security, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Get application on Beagle Security
Get details of the current application
Get running tests on Beagle Security
List all currently running tests
Get test result on Beagle Security
Get full test result (JSON)
Get test sessions on Beagle Security
List all test sessions
Get test status on Beagle Security
Get current test status
List applications on Beagle Security
List all applications
List projects on Beagle Security
List all security projects
Start test on Beagle Security
Start a new security test
Stop test on Beagle Security
Stop a running security test
Connect Beagle Security to LlamaIndex via MCP
Follow these steps to wire Beagle Security into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
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
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 security applications configured in my Beagle account."
"Start a new penetration test for the current application."
"What is the status of the current security test?"
Troubleshooting Beagle Security MCP Server with LlamaIndex
Common issues when connecting Beagle Security to LlamaIndex through 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?
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