4,000+ servers built on vurb.ts
Vinkius

Cilium (eBPF Networking) MCP Server for LangChainGive LangChain instant access to 6 tools to Create Endpoint, Get Cluster Nodes, Get Config, and more

MCP Inspector GDPR Free for Subscribers

LangChain is the leading Python framework for composable LLM applications. Connect Cilium (eBPF Networking) 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 MCP Server for LangChain

The Cilium (eBPF Networking) MCP Server for LangChain is a standout in the Loved By Devs category — giving your AI agent 6 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
python
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({
        "cilium-ebpf-networking": {
            "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 Cilium (eBPF Networking), show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())
Cilium (eBPF Networking)
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Cilium (eBPF Networking) MCP Server

Connect to your Cilium agent to monitor and manage your Kubernetes networking stack using eBPF technology through natural language.

LangChain's ecosystem of 500+ components combines seamlessly with Cilium (eBPF Networking) through native MCP adapters. Connect 6 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

  • Cluster Visibility — Retrieve detailed information about cluster nodes known to the local Cilium agent.
  • Health Monitoring — Check the status of the Cilium daemon, container runtime, datastore, and Hubble connectivity.
  • Configuration Management — Inspect and update daemon configuration options and datapath modes on the fly.
  • Endpoint Control — List, inspect, and create networking endpoints to manage container connectivity and security.

The Cilium (eBPF Networking) MCP Server exposes 6 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 6 Cilium (eBPF Networking) tools available for LangChain

When LangChain connects to Cilium (eBPF Networking) through Vinkius, your AI agent gets direct access to every tool listed below — spanning ebpf, kubernetes-networking, cilium, 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.

create

Create endpoint on Cilium (eBPF Networking)

Create endpoint

get

Get cluster nodes on Cilium (eBPF Networking)

Get nodes information stored in the cilium-agent

get

Get config on Cilium (eBPF Networking)

Get configuration of Cilium daemon

get

Get endpoint on Cilium (eBPF Networking)

g., cilium-local:123, container-id:abc). Get endpoint by endpoint ID

get

Get healthz on Cilium (eBPF Networking)

Get health of Cilium daemon

patch

Patch config on Cilium (eBPF Networking)

Modify daemon configuration

Connect Cilium (eBPF Networking) to LangChain via MCP

Follow these steps to wire Cilium (eBPF Networking) into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save the code and run python agent.py
04

Explore tools

The agent discovers 6 tools from Cilium (eBPF Networking) via MCP

Why Use LangChain with the Cilium (eBPF Networking) MCP Server

LangChain provides unique advantages when paired with Cilium (eBPF Networking) through the Model Context Protocol.

01

The largest ecosystem of integrations, chains, and agents. combine Cilium (eBPF Networking) MCP tools with 500+ LangChain components

02

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

03

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

04

Memory and conversation persistence let agents maintain context across Cilium (eBPF Networking) queries for multi-turn workflows

Cilium (eBPF Networking) + LangChain Use Cases

Practical scenarios where LangChain combined with the Cilium (eBPF Networking) MCP Server delivers measurable value.

01

RAG with live data: combine Cilium (eBPF Networking) tool results with vector store retrievals for answers grounded in both real-time and historical data

02

Autonomous research agents: LangChain agents query Cilium (eBPF Networking), synthesize findings, and generate comprehensive research reports

03

Multi-tool orchestration: chain Cilium (eBPF Networking) tools with web scrapers, databases, and calculators in a single agent run

04

Production monitoring: use LangSmith to trace every Cilium (eBPF Networking) tool call, measure latency, and optimize your agent's performance

Example Prompts for Cilium (eBPF Networking) in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with Cilium (eBPF Networking) immediately.

01

"Check the health status of the Cilium daemon."

02

"List all cluster nodes known to the agent."

03

"Get the details for endpoint ID cilium-local:123."

Troubleshooting Cilium (eBPF Networking) MCP Server with LangChain

Common issues when connecting Cilium (eBPF Networking) to LangChain through Vinkius, and how to resolve them.

01

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Cilium (eBPF Networking) + LangChain FAQ

Common questions about integrating Cilium (eBPF Networking) MCP Server with LangChain.

01

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
02

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
03

Can I trace MCP tool calls in LangSmith?

Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.

Explore More MCP Servers

View all →