OOPSpam MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Add Blocked Ip, Check Bulk, Check Email, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add OOPSpam 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 OOPSpam 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 OOPSpam. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in OOPSpam?"
)
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 OOPSpam MCP Server
Connect your OOPSpam account to any AI agent and take full control of your content moderation and anti-spam orchestration through natural conversation. OOPSpam provides a privacy-first, highly accurate platform for protecting digital platforms from bots and malicious content, and this integration allows you to retrieve spam scores, monitor usage analytics, and submit manual reports directly from your chat interface.
LlamaIndex agents combine OOPSpam 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
- Spam Checking Orchestration — Instantly analyze text content programmatically to retrieve detailed spam scores and detection reasons without compromising user privacy.
- Usage & Credit Intelligence — Access and monitor your account usage statistics and catch-rates directly from the AI interface to ensure your protection is always active.
- Spam Report Control — List submitted reports and programmatically report new spam content via natural language to improve your custom filtering logic.
- Analytical Monitoring — Retrieve detailed account analytics and track spam trends using simple AI commands.
- Operational Monitoring — Track system responses and manage API health to ensure your moderation workflows are always optimized.
The OOPSpam 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 OOPSpam tools available for LlamaIndex
When LlamaIndex connects to OOPSpam through Vinkius, your AI agent gets direct access to every tool listed below — spanning oopspam, anti-spam-api, content-moderation, 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.
Block an IP
Bulk spam check
Check email for spam
Check IP for spam
Verify connectivity
Check for spam
Get analytics
Get daily stats
Get usage stats
List blocked IPs
List reports
Submit spam report
Connect OOPSpam to LlamaIndex via MCP
Follow these steps to wire OOPSpam 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 OOPSpam MCP Server
LlamaIndex provides unique advantages when paired with OOPSpam through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine OOPSpam tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain OOPSpam tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query OOPSpam, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what OOPSpam tools were called, what data was returned, and how it influenced the final answer
OOPSpam + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the OOPSpam MCP Server delivers measurable value.
Hybrid search: combine OOPSpam real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query OOPSpam 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 OOPSpam for fresh data
Analytical workflows: chain OOPSpam queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for OOPSpam in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with OOPSpam immediately.
"Check this message for spam: 'Win a free iPhone now!'"
"Check if the email address test@tempmail.xyz is likely spam or disposable."
"Analyze whether the IP address 185.220.101.45 is associated with spam or bot activity."
Troubleshooting OOPSpam MCP Server with LlamaIndex
Common issues when connecting OOPSpam to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpOOPSpam + LlamaIndex FAQ
Common questions about integrating OOPSpam MCP Server with LlamaIndex.