| FMRS | 63 / 100 · C | 80 / 100 · B | 79 / 100 · B |
|---|
| Reliability | 10 / 20 | 14 / 20 | 12 / 20 |
|---|
| Security and permissions | 11 / 20 | 16 / 20 | 16 / 20 |
|---|
| Maintenance | 14 / 20 | 17 / 20 | 18 / 20 |
|---|
| Documentation | 15 / 20 | 15 / 20 | 18 / 20 |
|---|
| Setup experience | 13 / 20 | 18 / 20 | 15 / 20 |
|---|
| Best for | - AI coding-agent users who need local code-structure analysis
- Development teams seeking to reduce file-by-file search and context-token usage
- Projects requiring cross-file, cross-package, or cross-repository relationship queries
| - 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
|
|---|
| Not for | - Users who require a built-in LLM or natural-language-to-graph-query translation
- Environments where the server must not read local source code
- Scenarios that require only a remote cloud service instead of a local stdio process
| - 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
|
|---|
| Required permissions | - Read access to local repositories and related configuration files being indexed
- Write access to ~/.cache/codebase-memory-mcp/ for persistent indexes and logs
- The installer may write agent configuration, instructions, skills, and lifecycle hooks
- The optional UI may serve a local interface at localhost:9749
| - 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
|
|---|
| Risks and side effects | - Indexing and searching process local source code, so its scope and cache location should be reviewed
- The installer modifies agent configuration, skills, instructions, or hooks
- Uninstall and project deletion can remove associated configuration or graph data; deletion requires confirmation
- Although the source describes signatures, checksums, and antivirus scanning, users should still audit binaries before execution
| - 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
|
|---|
| Supported clients | Claude Code, Codex CLI, Gemini CLI, Zed, OpenCode, Cursor, Windsurf, Aider, KiloCode, VS Code, GitHub Copilot CLI, OpenHands, Cline, Qwen Code, Factory Droid, Goose, Mistral Vibe, Qoder CLI, Kimi Code CLI, Rovo Dev CLI | Claude Code, VS Code, Cursor, Cline, Amp | Claude Desktop, VS Code, Cursor, Smithery.ai |
|---|
| Tools | 14 | 2 | 19 |
|---|