Codacy MCP Server — Code Quality & Security
Official Codacy MCP server enabling AI agents to interact with Codacy's code quality and security platform — fetching code quality metrics, checking security issues, reviewing pull request analysis, querying code coverage data, and integrating Codacy's automated code review into agent-driven development workflow automation.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
HTTPS. API token with scope control. Official Codacy. SOC2. Security findings need human triage.
⚡ Reliability
Best When
A development team using Codacy needs AI agents to query code quality metrics, security findings, and coverage data as part of automated code review workflows.
Avoid When
You use SonarQube, Snyk, or other code quality tools — use their respective MCPs.
Use Cases
- • Checking code quality issues from CI/CD pipeline agents
- • Reviewing security vulnerabilities identified by Codacy from code review agents
- • Monitoring code coverage trends from quality tracking agents
- • Querying pull request analysis results from development workflow agents
- • Integrating Codacy metrics into AI coding assistant feedback loops
- • Building quality-gated deployment workflows from DevOps agents
Not For
- • Teams not using Codacy (use SonarQube, Semgrep, or Snyk MCPs for other tools)
- • One-time local static analysis (use CLI tools directly)
- • Teams needing on-premise code quality without cloud (Codacy is primarily SaaS)
Interface
Authentication
Codacy API token required. Available from Codacy account settings. Account API tokens or project API tokens available with different scope levels.
Pricing
Codacy is free for open source projects. Official MCP from Codacy team.
Agent Metadata
Known Gotchas
- ⚠ Codacy analysis runs async — latest analysis results may lag behind code changes
- ⚠ Repository must be integrated with Codacy before querying issues
- ⚠ Different token types (account vs project) have different permission scopes
- ⚠ Issue counts can be large — filter and paginate carefully
- ⚠ Official Codacy MCP — quality high and actively maintained
- ⚠ Security issues require human triage — don't auto-merge based on Codacy scores alone
Alternatives
Full Evaluation Report
Detailed scoring breakdown, competitive positioning, security analysis, and improvement recommendations for Codacy MCP Server — Code Quality & Security.
Scores are editorial opinions as of 2026-03-06.