| FMRS | 44 / 100 · D | 80 / 100 · B | 79 / 100 · B |
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| Reliability | 5 / 20 | 14 / 20 | 12 / 20 |
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| Security and permissions | 3 / 20 | 16 / 20 | 16 / 20 |
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| Maintenance | 11 / 20 | 17 / 20 | 18 / 20 |
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| Documentation | 13 / 20 | 15 / 20 | 18 / 20 |
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| Setup experience | 12 / 20 | 18 / 20 | 15 / 20 |
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| Best for | - Developers who want multi-model orchestration inside a terminal coding agent
- Teams already using the AGENTS.md standard or migrating from similar terminal AI coding tools
- Users who want to extend a coding agent's capabilities by connecting it, as an MCP client, to custom external tool servers
| - 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 | - Scenarios that need a service exposed AS an MCP server for Claude Desktop or other MCP clients to call — Kode does not provide that here
- Security-sensitive environments requiring default-strict permission checks, since YOLO mode is on by default and --safe must be enabled manually
- Simple, single-fixed-model use cases that don't need multi-model orchestration
| - 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 | - Read and write files in the working directory and subdirectories (editing/creating code)
- Execute shell/Bash commands (no per-command confirmation by default in YOLO mode)
- Make network requests: calls to configured model APIs, optional web tools, plugin/skill marketplace downloads, optional update checks
- (Optional) run Bash commands inside a Linux bwrap sandbox with networking disabled by default, when --safe or KODE_SYSTEM_SANDBOX=1 is set
| - 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 | - Default YOLO mode skips permission prompts, so the model can modify files or run destructive commands without per-action approval
- Externally connected MCP servers and marketplace-installed plugins/skills come from third parties and can introduce untrusted code execution paths
- Multi-model orchestration means code and context are sent to whatever third-party model APIs the user configures, raising data-residency/privacy considerations
- The README states the project is in a major refactoring/maintenance phase (July–December 2026), so interfaces, commands, or config formats may change
| - 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, Smithery.ai |
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| Tools | 0 | 2 | 19 |
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