OOPSpam MCP Server for LangChainGive LangChain instant access to 12 tools to Add Blocked Ip, Check Bulk, Check Email, and more
LangChain is the leading Python framework for composable LLM applications. Connect OOPSpam through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
Ask AI about this App Connector for LangChain
The OOPSpam app connector for LangChain 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 langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"oopspam": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using OOPSpam, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
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.
LangChain's ecosystem of 500+ components combines seamlessly with OOPSpam through native MCP adapters. Connect 12 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
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 LangChain 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 LangChain
When LangChain 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 LangChain via MCP
Follow these steps to wire OOPSpam into LangChain. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the OOPSpam MCP Server
LangChain provides unique advantages when paired with OOPSpam through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine OOPSpam MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across OOPSpam queries for multi-turn workflows
OOPSpam + LangChain Use Cases
Practical scenarios where LangChain combined with the OOPSpam MCP Server delivers measurable value.
RAG with live data: combine OOPSpam tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query OOPSpam, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain OOPSpam tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every OOPSpam tool call, measure latency, and optimize your agent's performance
Example Prompts for OOPSpam in LangChain
Ready-to-use prompts you can give your LangChain 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 LangChain
Common issues when connecting OOPSpam to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersOOPSpam + LangChain FAQ
Common questions about integrating OOPSpam MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.