| FMRS | 52 / 100 · D | 80 / 100 · B | 79 / 100 · B |
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| Reliability | 7 / 20 | 14 / 20 | 12 / 20 |
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| Security and permissions | 9 / 20 | 16 / 20 | 16 / 20 |
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| Maintenance | 14 / 20 | 17 / 20 | 18 / 20 |
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| Documentation | 13 / 20 | 15 / 20 | 18 / 20 |
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| Setup experience | 9 / 20 | 18 / 20 | 15 / 20 |
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| Best for | - Developers already on OpenCode or Codex CLI who want multi-model agent orchestration
- Teams wanting automated hierarchical AGENTS.md generation and project rule injection
- Users comfortable granting an agent broad autonomous edit/execution permissions for speed
| - 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 who want a small, single-purpose MCP tool server with a minimal attack surface
- Workflows requiring strict human review of every file edit or command before it runs
- Projects requiring vendor-official support rather than a community-maintained plugin
- Users not running OpenCode or Codex CLI as their agent host
| - 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/write access to the project codebase (for autonomous code edits)
- Ability to execute shell/terminal commands (tmux integration, git-bash component)
- Network access for bundled MCPs (Exa web search, Context7 docs, grep_app GitHub search)
- API keys/subscription auth for multiple LLM providers (Anthropic, OpenAI, Kimi, GLM, Gemini, Copilot, etc.)
- For the Codex Light edition, write access to `~/.codex/` config, plugin cache directories, and `~/.local/bin`
| - 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 | - Agents have broad autonomous file-edit and command-execution permissions; `ultrawork` mode does not stop until it decides the task is complete, risking large unreviewed changes
- The Codex Light installer offers a `--codex-autonomous` full-permissions mode that removes command-confirmation gating
- Anonymous telemetry (hashed machine ID, at most once per day) is enabled by default and must be manually opted out
- Third-party community project; the README notes an in-progress multi-harness refactor, so behavior may shift between versions
- Requires credentials/subscriptions from multiple third-party model providers, expanding the credential surface
- The `omo` bin alias collides with an unrelated third-party npm package, risking accidental installation of the wrong tool
| - 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 | OpenCode, Codex CLI | Claude Code, VS Code, Cursor, Cline, Amp | Claude Desktop, VS Code, Cursor, Smithery.ai |
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| Tools | 8 | 2 | 19 |
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