| FMRS | 34 / 100 · D | 80 / 100 · B | 79 / 100 · B |
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| Reliability | 3 / 20 | 14 / 20 | 12 / 20 |
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| Security and permissions | 8 / 20 | 16 / 20 | 16 / 20 |
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| Maintenance | 11 / 20 | 17 / 20 | 18 / 20 |
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| Documentation | 8 / 20 | 15 / 20 | 18 / 20 |
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| Setup experience | 4 / 20 | 18 / 20 | 15 / 20 |
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| Best for | - Teams that need to reuse agents, skills, commands, and rules across multiple AI coding platforms
- Complex projects lasting weeks or months that require project memory, quality gates, and auditability
- Developers who want to deploy plain-text AI artifacts through a CLI
| - 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 | - Simple scripts, typo fixes, or code explanations that fit in a single conversation
- Users who require a confirmed MCP tool list, transport protocol, or client compatibility guarantee
- Users seeking an LLM runtime or a framework imported directly into an application
| - 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 | - Write agents, skills, rules, and context files to project- or user-level directories according to the selected platform and scope
- Project deployments may create or update .aiwg/ and platform-specific directories
- Optional native features may build dependencies such as node-pty or hnswlib-node
| - 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 | - Global user-scope deployment may cause context or agent sets to bleed across projects
- The README's quantitative claims, research findings, and performance statements are not independently verified by the supplied material
- Because the server manifest is unavailable, the MCP endpoint, tool permissions, authentication, and data-access scope cannot be confirmed
| - 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 Code, VS Code, Cursor, Cline, Amp | Claude Desktop, VS Code, Cursor |
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| Tools | 0 | 2 | 19 |
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