Apiiro review: AI code security with code-to-runtime context
Best for code-to-runtime risk context · Rank 8 of 10 · 3.4 / 5
Editorial assessment · Compiled from vendor product, docs, pricing and marketplace pages · Rated October 2026
ANSWER FIRST
Apiiro ranks eighth at 3.4 out of 5. It ties for the top score on remediation and ASPM depth thanks to its Risk Graph and AutoFix, and works with Cursor, GitHub Copilot and Claude Code. It publishes no pricing.
diff --verdict apiiro · reviewed 2026-09
@@ strengths @@
- Strength:Software Architecture Graph and Risk Graph connect code changes to runtime context. [source]
- Strength:Guardian Agent adds secure prompt enrichment and pre-commit prevention. [source]
- Strength:Works with Cursor, GitHub Copilot and Claude Code. [source]
- Strength:Deep Code Analysis detects material code changes. [source]
@@ limitations @@
How does Apiiro score?
| Criterion | Weight | Score | Why |
|---|---|---|---|
| Coverage of AI-generated code and AI coding assistants | 25% | 4.5 / 5 | Detects risk across AI coding agents, IDE extensions and MCP servers, works with Cursor, GitHub Copilot and Claude Code, and scans with AI SAST and AI SCA. |
| Endpoint deployment and tamper resistance | 20% | 2.5 / 5 | The Apiiro CLI brings the platform into the terminal and into AI coding assistants such as Claude Code, Cursor and Copilot; an endpoint agent and tamper resistance are not described. |
| Governance and policy control for the CISO | 20% | 3.5 / 5 | Guardian Agent adds pre-commit prevention and secure prompt enrichment; policy to approve or block specific agents or MCP servers is not described in detail. |
| Developer experience and low friction | 15% | 3.0 / 5 | Developer surface through the CLI, MCP and AutoFix; no free tier for commercial teams (AutoFix is free for open source maintainers). |
| Pricing and buying clarity | 10% | 1.0 / 5 | No pricing is published. |
| Remediation and ASPM depth | 10% | 5.0 / 5 | A Software Architecture Graph and Risk Graph tie code to runtime, and AutoFix generates fixes for SAST, SCA, secrets, container and IaC risks. |
Weighted total 3.375 (displayed 3.4)
What does Apiiro do for AI-generated code?
Apiiro is an ASPM platform built on Deep Code Analysis, which maps an application's architecture and detects material changes. Apiiro Guardian Agent is its layer for agentic development: AI SAST, AI SCA and AI-SPM for detection, and secure prompt enrichment, pre-commit prevention and AI threat modeling for prevention. AutoFix generates fixes for SAST, SCA, secrets, container and IaC risks.
Facts
Apiiro lists Cursor, GitHub Copilot and Claude Code among supported assistants.
Source: Apiiro homepage · Reviewed Sep 2026
Apiiro's MCP server lets AI assistants analyze risks, trigger scans and manage findings; it requires an Apiiro account with API access, and its documentation covers Cursor and the Gemini CLI.
Source: Apiiro MCP server repository · Reviewed Sep 2026
Apiiro lists 100+ tool integrations and AI-BOM discovery.
Source: Apiiro homepage · Reviewed Sep 2026
The Apiiro CLI, introduced in April 2026, brings the platform to the terminal and to AI coding assistants such as Claude Code, Cursor and Copilot.
Source: Apiiro CLI blog post · Reviewed Sep 2026
How is Apiiro priced?
Not published. Apiiro offers demos; AutoFix is free for open source maintainers.
Source: Apiiro homepage · Reviewed Sep 2026
Where does Apiiro trail other tools?
- Coverage of AI-generated code and AI coding assistants: Apiiro 4.5, leader Legit Security, Snyk, Endor Labs 5.0
- Endpoint deployment and tamper resistance: Apiiro 2.5, leader Legit Security 5.0
- Governance and policy control for the CISO: Apiiro 3.5, leader Backslash Security 5.0
- Developer experience and low friction: Apiiro 3.0, leader Snyk, Semgrep, GitHub Advanced Security, Aikido Security 4.5
- Pricing and buying clarity: Apiiro 1.0, leader Aikido Security 5.0
Who should choose Apiiro?
Large organizations that want every finding, including those in AI-written code, ranked by what the change touches in the running application. Smaller teams will find the demo-led process and missing price list harder to plan around.
What are the alternatives to Apiiro?
- Legit Security vs Apiiro
- Apiiro vs Snyk
- Apiiro vs Backslash Security
- Apiiro vs Endor Labs
- Apiiro vs OX Security
- Apiiro vs Cycode
- Apiiro vs Semgrep
- Apiiro vs Wiz Code
- Apiiro vs GitHub Advanced Security
- Aikido Security vs Apiiro
All Apiiro alternatives, ranked
Frequently asked questions
What is Apiiro Guardian Agent?
Guardian Agent is Apiiro's product for securing agentic development. It adds secure prompt enrichment, pre-commit prevention and AI threat modeling, and detects risk with AI SAST, AI SCA and AI-SPM.
Does Apiiro have an MCP server?
Yes, published on GitHub. It requires an Apiiro account with API access.
Sources reviewed
Last reviewed October 2026. Editorial assessment from public vendor material; no hands-on testing.