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Deepsource vs Marvin
Side-by-side comparison of features, pricing, and ratings
Pricing
Contact Sales
Free
Plans
$0/mo
$24/user/mo (billed yearly)
Custom
$0/mo
Popularity
3.0k views
7.1k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebAPIPluginCLI
CLI
Categories
💻 Code & Development🔒 Security & Privacy🤖 Automation & Agents
💻 Code & Development🤖 Automation & Agents
Features
AI code review agents with 5,000+ deterministic rules
Inline review on pull requests
Autofix™ for verified patches
Pull request gates with quality checks
PR Report Card for structured feedback
Secrets detection for 165+ providers
OSS vulnerability scanning with reachability analysis
Code coverage tracking and threshold enforcement
Compliance reporting (OWASP Top 10, SANS Top 25)
Infrastructure-as-Code review (Terraform, CloudFormation)
License compliance checks
MCP Server for AI coding agent integration
Full codebase scan and health tracking
GraphQL API and webhooks
Customizable analysis configuration
AI functions via @ai_fn decorator
AI classifiers via @ai_classifier decorator
Embeddings generation with @ai.embed
Structured data extraction with Pydantic models
Agent loops and tool use
Built-in streaming with SSE
Rate limiting and error handling
OpenAI & Anthropic model support
Async-first API
Type-safe outputs with Pydantic

