| FMRS | 66 / 100 · C | 80 / 100 · B | 79 / 100 · B |
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| Reliability | 7 / 20 | 14 / 20 | 12 / 20 |
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| Security and permissions | 13 / 20 | 16 / 20 | 16 / 20 |
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| Maintenance | 14 / 20 | 17 / 20 | 18 / 20 |
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| Documentation | 18 / 20 | 15 / 20 | 18 / 20 |
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| Setup experience | 14 / 20 | 18 / 20 | 15 / 20 |
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| Best for | - Frontend developers needing to rapidly analyze a website's design system and extract reusable tokens.
- Design system teams needing to document existing sites or track design changes across versions.
- AI agents using MCP that need to automatically fetch website design information for development or auditing.
| - 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 needing full interactive analysis (e.g., hover effects) since only some interaction states are extracted from CSS.
- Canvas/WebGL-rendered websites because they have no DOM to read.
- Unauthorized automated access that violates a website's terms of service; ensure permission.
| - 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 | - Network access: Requires internet to access target websites.
- Local file system: Write permissions for saving output files (JSON, PDF, DESIGN.md).
- Browser execution: Uses Playwright to drive a browser; may need system privileges.
| - 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 | - Target websites may prohibit automated access, risking IP bans or legal issues.
- Extracted tokens may contain copyrighted design elements; do not reproduce third-party brand assets without permission.
- Browser automation can be resource-intensive; in CI or restricted environments, configuration like --no-sandbox may be needed.
| - 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 | Claude Code, VS Code, Cursor, Cline, Amp | Claude Desktop, VS Code, Cursor |
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| Tools | 12 | 2 | 19 |
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