CodeScene
Behavioral code analysis platform that measures CodeHealth, prioritizes technical debt, and guards AI-generated code with PR reviews, IDE/CLI tools and an MCP server.
At a Glance
Free for open source projects
Engagement
Available On
Alternatives
Listed Nov 2026
About CodeScene
CodeScene, made by CodeScene AB and founded in 2015 by Adam Tornhill, is a code analysis platform that combines code metrics with behavioral data on how teams work with the code. It scores code with its CodeHealth metric, highlights high-impact technical debt hotspots, and offers automated reviews, IDE extensions, a CLI and an MCP server for AI coding assistants.
What It Is
CodeScene analyzes a codebase's history and team interaction to find the parts of a system that slow delivery and carry the most risk. The CodeHealth metric, which the vendor describes as research-backed, combines factors such as code complexity and code smells into a score from 1 to 10. Dashboards cover code quality, team dynamics (knowledge distribution, bus factor simulation, coordination needs) and software delivery (unplanned work, branch analysis, cost metrics). The site states support for over 25 languages.
Guarding AI-Generated Code
CodeScene positions CodeHealth as a way to assess whether code is ready for AI agents. Its CodeHealth MCP Server gives AI coding assistants deterministic code health feedback so they can detect and fix issues in a self-correcting loop. A PR Refactoring Agent proposes guided refactorings from pull requests, and CodeScene ACE offers AI-assisted refactoring in the editor. CodeScene states that AI agents introduce at least 60% more defects in unhealthy code and that 9.5 is the Code Health level at which AI works reliably.
Workflow Integration
Automated CodeHealth pull request reviews act as quality gates, and code coverage gates can enforce test thresholds. Developers can use a free IDE extension and a CLI tool, while a REST API and plugin system feed data into other tools. Issue tracker integrations include Jira, Trello, Azure DevOps and GitHub Issues.
Deployment and Security
CodeScene runs as a cloud service working with GitHub, GitLab, Azure DevOps and Bitbucket, or on-premise on Mac, Linux or Windows, including an offline mode. The enterprise page lists SSO, role-based access control, ISO 27001 certification and GDPR compliance.
Community Discussions
Be the first to start a conversation about CodeScene
Share your experience with CodeScene, ask questions, or help others learn from your insights.
Pricing
Community Edition (open source projects)
Free for open source projects
- Automate code reviews via PR integration
- Manage technical debt with Hotspots
- Visualize knowledge distribution
- PDF reports of analysis results
- Virtual code review
Standard
Keep AI-assisted or human-written code healthy. Priced per active author, billed yearly.
- CodeHealth™ deterministic code quality score
- CodeHealth MCP Server
- PR Refactoring Agent
- Unlimited private repositories
- Technical debt management
- CodeHealth analysis
- Knowledge distribution insights
- Fully automated code review
- 30+ programming languages
- CodeHealth Monitor in the IDE
- On-prem (self managed) or Cloud-based
Pro
A complete 360 view of development. Priced per active author, billed yearly.
- Everything in Standard
- Software Portfolio overview
- Team insights
- Delivery insights
- Measure code coverage
- On-prem (self managed) or Cloud-based
Enterprise
Scale and govern across millions of lines of code and global teams
- Everything in Pro
- Single sign-on and role-based access control
- Dedicated Customer Success Manager
- Tailored onboarding and workshops
- CodeHealth KPIs across teams
- Scalable pricing for large teams
Capabilities
Key Features
- CodeHealth metric for code quality
- Technical debt hotspot prioritization
- Behavioral code analysis
- Team dynamics and knowledge distribution
- Bus factor simulation
- Software delivery and unplanned work insights
- Automated CodeHealth pull request reviews
- Code coverage gates
- IDE extensions
- CLI tool
- CodeHealth MCP Server for AI assistants
- PR Refactoring Agent
- CodeScene ACE AI refactoring
- REST API and plugin system
- Single Sign-On and role-based access control
- Cloud and on-premise deployment
- Support for over 25 languages