| FMRS | 56 / 100 · C | 80 / 100 · B | 79 / 100 · B |
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| Reliability | 8 / 20 | 14 / 20 | 12 / 20 |
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| Security and permissions | 10 / 20 | 16 / 20 | 16 / 20 |
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| Maintenance | 10 / 20 | 17 / 20 | 18 / 20 |
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| Documentation | 15 / 20 | 15 / 20 | 18 / 20 |
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| Setup experience | 13 / 20 | 18 / 20 | 15 / 20 |
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| Best for | - Teams already using the Codacy platform for code quality and security management
- Developers who want Codacy analysis results directly inside Cursor, Windsurf, VS Code Copilot, or Claude Desktop
- Teams that want to check pull request issues and coverage as part of an AI coding assistant workflow
| - Developers using fast-moving frameworks/libraries worried about the AI suggesting stale code
- Scenarios wanting zero-config documentation lookup
| - Developers auditing NPM dependencies within AI workflows
- Teams performing supply chain security assessments
- Users of Claude Desktop, Cursor, or VS Code
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| Not for | - Users without a Codacy account, or who don't intend to register repositories with Codacy
- Scenarios requiring generic static analysis or security scanning independent of the Codacy platform
- Restricted environments where Node.js/npx or the Codacy CLI cannot be installed
| - Looking up internal/private codebase documentation (Context7 targets publicly published open-source libraries)
- Cases needing very high coverage of obscure, niche libraries (coverage depends on what Context7's platform has indexed)
| - Projects outside the NPM ecosystem (e.g., pure Python/Go)
- Environments without network access to deps.dev, OSV.dev, and the npm registry
- Scenarios requiring maintenance by an official upstream vendor
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| Required permissions | - Accesses organizations and repositories the user has permission to on Codacy, via the CODACY_ACCOUNT_TOKEN personal account token
- Reads repository analysis results, issues, coverage, security findings, and pull request data
- Executes the Codacy CLI locally to analyze code on the filesystem (attempts automatic installation of the CLI)
| - Usable without an API key (subject to a free-tier rate limit); CONTEXT7_API_KEY is an optional credential for higher quota
- Read-only documentation lookup — no code execution or local filesystem access involved
| - Network access to the NPM registry and external services (deps.dev, OSV.dev, OpenSSF, npms.io, GitHub)
- Read access to workspace lockfiles (pnpm-lock.yaml, package-lock., yarn.lock) for cache invalidation
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| Risks and side effects | - CODACY_ACCOUNT_TOKEN is a sensitive credential; if leaked it could grant access to all Codacy organizations and repositories tied to the account
- codacy_cli_analyze installs and runs the Codacy CLI locally, which involves executing a third-party binary
- Security-related tools (SRM items) surface repository vulnerability and secret-scanning results, so access and downstream handling should be controlled
- The server depends on network access to the Codacy API; misconfigured credentials could expose data to unintended clients
| - The free tier has limited quota — high-frequency use may hit rate limits
- Documentation content comes from Context7's platform index, so its accuracy and freshness depend on that platform's crawl cadence
| - Third-party READMEs and changelogs are untrusted external content; they are wrapped in tags with _meta flags but should still be handled cautiously
- Depends on availability and accuracy of external services
- Batch requests are capped at 25 packages to prevent registry enumeration; larger sets require batching
- Third-party open source project, not officially maintained by NPM or Anthropic
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| Supported clients | Claude Desktop, Cursor, Windsurf, GitHub Copilot | Claude Code, VS Code, Cursor, Cline, Amp | Claude Desktop, VS Code, Cursor |
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| Tools | 23 | 2 | 19 |
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