Overview

Deepcode (now part of Snyk) is an AI-powered static code analysis tool that automatically reviews code for bugs, security vulnerabilities, and quality issues. It uses machine learning trained on millions of open-source repositories to surface real problems with low false positive rates. No authentication is required to use the basic analysis features, making it easy to get started.

Beginner Tip

Deepcode integrates directly with GitHub, GitLab, and Bitbucket—connect your repository through the Snyk dashboard for automatic pull request scans without writing any code. For API access, use the Snyk CLI which wraps the Deepcode analysis engine.

Available Data

Use case: Integrate ai for code review data into web and mobile applications
Deepcode data via REST API

Example Response

JSON Response
{
  "status": "success",
  "data": {
    "result": "Data from Deepcode",
    "description": "AI for code review",
    "timestamp": "2025-01-15T10:00:00Z"
  }
}

Field Reference

ok Whether the tested package version has no known vulnerabilities.
issues.vulnerabilities List of vulnerability objects found in the package.
issues.vulnerabilities[].title Short title describing the type of vulnerability.
issues.vulnerabilities[].severity Severity level of the vulnerability: low, medium, high, or critical.
dependencyCount Total number of dependencies analyzed including transitive ones.

Implementation Example

Request
const url = "https://www.deepcode.ai/";
const response = await fetch(url);
if (!response.ok) throw new Error(`Request failed: ${response.status}`);
const data = await response.json();
console.log(data);

What Can You Build?

Note: These code examples are AI-generated and unverified. Always refer to the official API documentation for accurate usage.

Common Errors & Troubleshooting

Analysis returns no results The repository is private and has not been granted access to Snyk/Deepcode.
Authorize Snyk to access your private repositories in the integration settings before running analysis.
Unsupported language The codebase uses a language not yet supported by Deepcode ML models.
Check Snyk documentation for the current list of supported languages; JavaScript, Python, Java, and C/C++ have full support.
Timeout during analysis The repository is very large and analysis takes longer than the request timeout.
Use the Snyk CLI for large repositories as it handles long-running analyses better than direct API calls.

Metadata Score Breakdown

Estimated from metadata — endpoint not independently tested

This score is estimated from observable metadata — HTTPS support, authentication model, declared CORS, and documentation reachability — because the API requires authentication or exposes no publicly testable endpoint. The five-signal breakdown is only shown for live-tested APIs.

Metadata estimate · endpoint not independently tested

Technical Specifications

Auth No Auth
HTTPS REQUIRED
CORS UNKNOWN
Category Machine Learning
Difficulty Beginner
Verified: 2026-04-07

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