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Aikido Security MCP Server for LangChain 16 tools — connect in under 2 minutes

Built by Vinkius GDPR 16 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect Aikido Security through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Vinkius supports streamable HTTP and SSE.

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({
        "aikido-security": {
            "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 Aikido Security, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())
Aikido Security
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 Aikido Security MCP Server

Connect your Aikido Security account to any AI agent and take full control of your security posture monitoring through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with Aikido Security through native MCP adapters. Connect 16 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

  • Open Issues — List all open security vulnerabilities (CVEs, leaked secrets, cloud misconfigs, SAST findings) ordered by priority
  • Repository Scanning — View all connected code repositories and their scanning status across GitHub, GitLab, Bitbucket
  • Cloud Asset Monitoring — List cloud infrastructure assets from AWS, GCP, and Azure being monitored for misconfigurations
  • Container Security — Monitor container images and registries for known vulnerabilities
  • Compliance Tracking — Get ISO 27001 and SOC2 compliance overviews for audit preparation
  • Export Issues — Bulk export all security findings for reporting and analysis
  • Webhook Management — List configured webhooks for Slack, Jira, and other integrations

The Aikido Security MCP Server exposes 16 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.

How to Connect Aikido Security to LangChain via MCP

Follow these steps to integrate the Aikido Security MCP Server with LangChain.

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 16 tools from Aikido Security via MCP

Why Use LangChain with the Aikido Security MCP Server

LangChain provides unique advantages when paired with Aikido Security through the Model Context Protocol.

01

The largest ecosystem of integrations, chains, and agents. combine Aikido Security 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 Aikido Security queries for multi-turn workflows

Aikido Security + LangChain Use Cases

Practical scenarios where LangChain combined with the Aikido Security MCP Server delivers measurable value.

01

RAG with live data: combine Aikido Security tool results with vector store retrievals for answers grounded in both real-time and historical data

02

Autonomous research agents: LangChain agents query Aikido Security, synthesize findings, and generate comprehensive research reports

03

Multi-tool orchestration: chain Aikido Security tools with web scrapers, databases, and calculators in a single agent run

04

Production monitoring: use LangSmith to trace every Aikido Security tool call, measure latency, and optimize your agent's performance

Aikido Security MCP Tools for LangChain (16)

These 16 tools become available when you connect Aikido Security to LangChain via MCP:

01

export_all_issues

This provides a comprehensive snapshot of your organization's security posture. Use this for compliance reporting, audit preparation, or bulk analysis of vulnerabilities. Export all security issues from Aikido

02

get_iso_compliance

Shows which controls are passing, failing, or need attention. Use this for compliance monitoring, audit preparation, and security posture reporting. This endpoint is available on all paid Aikido plans. Get ISO 27001 compliance overview for your organization

03

get_issue_group

The issue group ID can be obtained from list_open_issues. Each issue group represents a category of related vulnerabilities (e.g., the same CVE across multiple repositories). Use this to deep-dive into a specific security finding before deciding on remediation steps. Get detailed information about a specific security issue group

04

get_soc2_compliance

Shows which trust service criteria are met and which need remediation. Use this for SOC2 audit preparation and compliance monitoring. This endpoint is available on all paid Aikido plans. Get SOC2 compliance overview for your organization

05

get_workspace

Use this to verify your workspace setup and check for any configuration errors. Get workspace information and configuration

06

list_apps

Shows which apps have active protection and their configuration status. Use this to verify your web applications are properly secured against common attacks (SQL injection, XSS, etc.). List all web applications protected by Aikido firewall

07

list_cloud_assets

You can paginate through results and optionally search by text or sort by name, asset type, region, etc. Use this to understand your cloud attack surface and identify misconfigurations or vulnerabilities. List cloud infrastructure assets monitored by Aikido

08

list_code_repositories

This includes repositories connected from GitHub, GitLab, Bitbucket, etc. Use this to discover which repositories are being monitored for vulnerabilities and security issues. List all active code repositories connected to Aikido

09

list_connected_clouds

Shows which cloud environments are being monitored for security misconfigurations and vulnerabilities. Use this to verify cloud integrations are properly configured. List all cloud accounts connected to Aikido

10

list_containers

This includes Docker images from registries like Docker Hub, ECR, GCR, etc. Use this to monitor container security and identify vulnerable base images or dependencies. List all container images and repositories scanned by Aikido

11

list_custom_rules

Custom rules allow you to define organization-specific security checks beyond the default scanner. Use this to audit your custom rule coverage and ensure your security policies are properly enforced. List all custom SAST scanning rules in Aikido

12

list_open_issues

Issues include vulnerabilities from code scanning, container scanning, cloud security, SAST, IaC, DAST, and more. You can optionally filter by issue type (open_source, leaked_secret, cloud, sast, iac, docker_container, etc.), by team ID, or by repository. Supports pagination with page and per_page parameters. Use this to get a comprehensive view of your organization's security posture and prioritize remediation efforts. List all open security issues (vulnerabilities) in your Aikido account

13

list_teams

Teams are used to organize repositories, assign issues, and manage security workflows. Use this to understand how your organization structures its security responsibilities. List all teams in your Aikido organization

14

list_users

Shows user roles, permissions, and access levels. Use this to audit user access and ensure proper security team membership. List all users in your Aikido organization

15

list_virtual_machines

Use this to understand your VM attack surface and identify security gaps. List all virtual machines monitored by Aikido

16

list_webhooks

Webhooks are used to send security event notifications to external systems (Slack, Jira, etc.). Use this to verify integrations are properly configured and troubleshoot notification delivery. List all configured webhooks in Aikido

Example Prompts for Aikido Security in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with Aikido Security immediately.

01

"Show me all critical and high severity open security issues, grouped by type."

02

"What's our current ISO 27001 compliance status?"

03

"List all our connected cloud accounts and any misconfigurations found in the last 7 days."

Troubleshooting Aikido Security MCP Server with LangChain

Common issues when connecting Aikido Security to LangChain through the Vinkius, and how to resolve them.

01

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Aikido Security + LangChain FAQ

Common questions about integrating Aikido Security 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.

Connect Aikido Security to LangChain

Get your token, paste the configuration, and start using 16 tools in under 2 minutes. No API key management needed.