SEON MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Add Label, Add To List, Aml Screening, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add SEON 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 App Connector for LlamaIndex
The SEON app connector for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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 SEON. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in SEON?"
)
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 SEON MCP Server
Connect your SEON account to any AI agent and take full control of your fraud prevention and risk management orchestration through natural conversation. SEON provides a modular and powerful platform for transaction scoring, digital footprinting, and AML compliance, and this integration allows you to retrieve risk metadata, perform real-time checks, and manage blacklists directly from your chat interface.
LlamaIndex agents combine SEON tool responses with indexed documents for comprehensive, grounded answers. Connect 12 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
- Fraud & Risk Orchestration — Perform real-time fraud checks on transactions and registrations programmatically to protect your business revenue.
- Digital Footprint Intelligence — Retrieve social media and domain metadata for emails, phone numbers, and IP addresses directly from the AI interface.
- AML & Compliance Control — Screen users against global sanctions, PEP, and criminal watchlists to ensure regulatory compliance via natural language.
- Machine Learning & Feedback — Send feedback labels and manage custom blacklists/whitelists to train your fraud models and ensure they are always synchronized.
- Operational Monitoring — Track fraud rules, monitor account statistics, and retrieve transaction metadata using simple AI commands.
The SEON MCP Server exposes 12 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.
All 12 SEON tools available for LlamaIndex
When LlamaIndex connects to SEON through Vinkius, your AI agent gets direct access to every tool listed below — spanning fraud-prevention, risk-scoring, aml-compliance, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Add a feedback label
) to a specific blacklist or whitelist. Add an item to a list
Perform AML screening
Get email digital footprint
Perform a comprehensive fraud check
Get IP risk data
Get phone intelligence
Get account details
Get transaction details
List AML monitors
List custom blacklists/whitelists
List fraud rules
Connect SEON to LlamaIndex via MCP
Follow these steps to wire SEON into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the 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 SEON MCP Server
LlamaIndex provides unique advantages when paired with SEON through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine SEON tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain SEON tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query SEON, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what SEON tools were called, what data was returned, and how it influenced the final answer
SEON + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the SEON MCP Server delivers measurable value.
Hybrid search: combine SEON real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query SEON 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 SEON for fresh data
Analytical workflows: chain SEON queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for SEON in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with SEON immediately.
"Check this email for fraud risk: suspicious.user@example.com."
"Run a fraud risk assessment on a new user registration with email and IP analysis."
"Show me all flagged transactions from the last 24 hours with their risk scores and reasons."
Troubleshooting SEON MCP Server with LlamaIndex
Common issues when connecting SEON to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpSEON + LlamaIndex FAQ
Common questions about integrating SEON MCP Server with LlamaIndex.