MCP Server

The Apiiro Guardian Agent MCP server connects AI programming assistants with the Apiiro security analysis platform, providing real - time code security analysis, risk queries, scan triggering, and security management functions through the MCP protocol.

Security Developer tools #Code security #Security analysis #MCP integration

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update time : 2026-03-12

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What is Apiiro Guardian Agent?

Apiiro Guardian Agent is a middleware server based on the Model Context Protocol (MCP). It connects AI programming assistants (such as Cursor, Gemini, etc.) with Apiiro's Application Security Posture Management (ASPM) platform. Simply put, it equips your AI programming assistant with the capabilities of a security expert, providing real-time security advice, identifying risks, and scanning for vulnerabilities while you write code, helping you write secure code from the start.

How to use Apiiro Guardian Agent?

Using Apiiro Guardian Agent is very simple: First, ensure that you have an account on the Apiiro platform and API access rights; then, configure the MCP server address in your supported AI programming assistant (such as Cursor); after the configuration is complete, you can directly query security risks, trigger security scans, and obtain repair suggestions through the AI assistant while writing code. The entire process is seamlessly integrated into your development workflow.

Use cases

Apiiro Guardian Agent is particularly suitable for the following scenarios: ensuring code security when developing new features, identifying potential risks when reviewing code changes, verifying security measures when handling sensitive data, evaluating the security impact when integrating third - party libraries, and situations where you need to quickly understand the security posture of the entire codebase.

Main features

Real-time secure coding guidance

Provide immediate security advice while writing code to help developers avoid common security vulnerabilities, such as SQL injection and XSS attacks.

Security risk query

Allow developers to query security risks in the codebase through the AI assistant, including vulnerabilities, configuration errors, dependency risks, etc.

Differential scanning

Trigger a differential security scan for code changes to quickly identify newly introduced security issues.

Repository security analysis

Provide a security posture analysis of the entire code repository, including security scores, risk distribution, compliance status, etc.

Security discovery management

View, manage, and fix security discoveries, and obtain specific repair suggestions and best practices.

Application security posture management

Comprehensive ASPM capabilities, including risk assessment, compliance checks, security benchmark comparison, etc.

Advantages

Seamlessly integrate into the existing development workflow without switching tools

Real-time security feedback to detect problems immediately while writing code

Lower the threshold of security expertise, enabling all developers to write secure code

Support multiple AI programming assistants, with high flexibility

Based on the mature Apiiro security platform, the analysis is accurate and reliable

Limitations

Require an Apiiro platform account and API access rights

Depend on the support of the AI programming assistant for the MCP protocol

Require network connection to access the Apiiro cloud service

Some advanced features may require an enterprise - edition subscription

How to use

Get an Apiiro account

First, you need to register an Apiiro platform account and obtain API access rights. If your organization is already using Apiiro, please contact the administrator to obtain access rights.

Configure the AI programming assistant

Configure the MCP server in the AI programming assistant you are using. Take Cursor as an example: Open Cursor settings > Tools and Integrations > MCP Tools, and add a new MCP server.

Set authentication (optional)

If you need more advanced access rights, you can configure API token authentication. Set the environment variable APIIRO_API_TOKEN or authenticate through OAuth.

Start using security features

After the configuration is complete, you can use Apiiro's security features in the AI programming assistant. Try asking security - related questions or triggering security scans.

Usage examples

Security check during new feature development

When developing a new feature that involves user input processing, use Apiiro Guardian Agent to ensure that the code is free of security vulnerabilities.

Security assessment during code review

When reviewing a colleague's code merge request, quickly assess the security impact introduced by the changes.

Risk assessment for third - party library integration

When introducing a new dependency library, evaluate its security and compliance.

Understand the overall security posture

When newly joining a project, quickly understand the overall security status of the codebase.

Frequently Asked Questions

Do I need to pay to use Apiiro Guardian Agent?

Which AI programming assistants are supported?

Will my code be sent to the Apiiro server?

Can I still use it if I don't have a network connection?

How can I get technical support or report problems?

Will this tool slow down my coding speed?

Related resources

Apiiro official documentation

Complete documentation for using the Apiiro platform, including API references, configuration guides, and best practices

Model Context Protocol official website

Understand the technical details, specifications, and other available tools of the MCP protocol

Cursor IDE official website

Understand and support the AI programming assistant Cursor that supports MCP

GitHub repository

Source code and issue tracking for the Apiiro Guardian Agent MCP server

Apiiro community forum

Communicate with other users, ask questions, and share tips

Quick - start video tutorial

Video demonstration of how to configure and use Apiiro Guardian Agent

🚀 Apiiro Guardian Agent MCP Server

Apiiro Guardian Agent empowers AI coding assistants to utilize Application Security Posture Management (ASPM) capabilities via the Model Context Protocol (MCP). This integration enables developers to write secure code, query security risks, analyze repositories, trigger diff scans, and manage security findings directly from their AI assistant.

🚀 Quick Start

To use the Apiiro Guardian Agent, you need:

An Apiiro account with API access
A supported AI assistant configured to use MCP servers

✨ Features

Connect AI assistants to Apiiro's security analysis platform, offering real - time security insights during development.
Provide access to various security capabilities, including writing secure code, querying security risks, triggering differential scans, analyzing repository security posture, managing and remediating security findings, and conducting Application Security Posture Management (ASPM) analysis.

📦 Installation

Cursor Plugin

Open Cursor Settings > Tools & Integrations > MCP Tools
Add a new MCP server with the URL: https://mcp.apiiro.com/mcp

Google Gemini Extension

The Gemini extension is configured through gemini-extension.json and provides access to Apiiro's security analysis tools within the Gemini CLI environment.

Configuration:

Extension manifest: gemini-extension.json
Server endpoint: https://mcp.apiiro.com/mcp
Authentication: OAuth, optional $APIIRO_API_TOKEN bearer token

📚 Documentation

Security Capabilities

The integration provides access to:

Write secure code with real - time security guidance
Query security risks across repositories
Trigger differential scans on code changes
Analyze repository security posture
Manage and remediate security findings
Application Security Posture Management (ASPM) analysis

How It Works

The Apiiro MCP server acts as a bridge between AI coding assistants and the Apiiro security platform. When invoked through MCP tools, the server communicates with Apiiro's API to retrieve security analysis, trigger scans, and provide actionable security insights within the developer workflow.