--- title: "octocode vs apple-docs-mcp" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/bgauryy-octocode-vs-kimsungwhee-apple-docs-mcp" tools: ["bgauryy-octocode", "kimsungwhee-apple-docs-mcp"] --- # octocode vs apple-docs-mcp *GraphCanon updated Jul 27, 2026* ## Verdict Pick octocode if octocode is an MCP server that uses LLM patterns for semantic code research and context generation in real-time; pick apple-docs-mcp if enables search through Apple iOS/macOS/SwiftUI/UIKit documentation and WWDC videos, integrating with AI assistants. [octocode](https://octocode.ai/) reports 900 GitHub stars, 77 forks, and 2 open issues, last pushed Jul 25, 2026. [apple-docs-mcp](https://www.npmjs.com/package/@kimsungwhee/apple-docs-mcp) has 1.3k stars, 59 forks, and 15 open issues, last pushed Mar 17, 2026. Figures are from public GitHub metadata via [octocode's repository](https://github.com/bgauryy/octocode) and [apple-docs-mcp's repository](https://github.com/kimsungwhee/apple-docs-mcp). | | [octocode](/tools/bgauryy-octocode.md) | [apple-docs-mcp](/tools/kimsungwhee-apple-docs-mcp.md) | | --- | --- | --- | | Tagline | MCP server for semantic code research with LLM patterns | MCP server for Apple Developer Documentation enabling search through iOS/macOS/SwiftUI/UIKit docs and WWDC videos | | Stars | 900 | 1,346 | | Forks | 77 | 59 | | Open issues | 2 | 15 | | Language | TypeScript | TypeScript | | Adopt for | Octocode is an MCP server that uses LLM patterns for semantic code research and context generation in real-time. | Enables search through Apple iOS/macOS/SwiftUI/UIKit documentation and WWDC videos, integrating with AI assistants. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Data & Retrieval, LLM Frameworks | Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [octocode](/tools/bgauryy-octocode.md) | [apple-docs-mcp](/tools/kimsungwhee-apple-docs-mcp.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 1d | 131d | | Open issues (now) | 2 | 15 | | Full report | [trust report](/tools/bgauryy-octocode/trust.md) | [trust report](/tools/kimsungwhee-apple-docs-mcp/trust.md) | ## Shared compatibility - **Cursor**: [octocode](/tools/bgauryy-octocode.md) - Works with Cursor; [apple-docs-mcp](/tools/kimsungwhee-apple-docs-mcp.md) - Works with Cursor - **Node.js**: [octocode](/tools/bgauryy-octocode.md) - Node.js runtime; [apple-docs-mcp](/tools/kimsungwhee-apple-docs-mcp.md) - Node.js runtime - **stdio**: [octocode](/tools/bgauryy-octocode.md) - stdio transport; [apple-docs-mcp](/tools/kimsungwhee-apple-docs-mcp.md) - stdio transport - **VS Code**: [octocode](/tools/bgauryy-octocode.md) - Works with VS Code; [apple-docs-mcp](/tools/kimsungwhee-apple-docs-mcp.md) - Works with VS Code - **Windsurf**: [octocode](/tools/bgauryy-octocode.md) - Works with Windsurf; [apple-docs-mcp](/tools/kimsungwhee-apple-docs-mcp.md) - Works with Windsurf ## Decision facts: octocode - **Adopt for:** Octocode is an MCP server that uses LLM patterns for semantic code research and context generation in real-time. ## Decision facts: apple-docs-mcp - **Adopt for:** Enables search through Apple iOS/macOS/SwiftUI/UIKit documentation and WWDC videos, integrating with AI assistants. ## Choose when ### Choose octocode if… - Tags unique to octocode: agent, ai-tools, code-intelligence, code-search. - Also covers AI Agents, LLM Frameworks. - When you need to search across both public and private repositories based on your user permissions. ### Choose apple-docs-mcp if… - Tags unique to apple-docs-mcp: ai-assistant, api-documentation, apple-developer-docs-mcp, apple-developer-documentation. - apple-docs-mcp ships an MCP server manifest. - When developing for Swift/Objective-C needing access to extensive official Apple documentation directly integrated with Claude or Cursor. ## When NOT to use octocode - If your use case does not require real-time semantic context generation from large language models (LLMs). - When you have no need for integrating with public and private repositories via their permissions system. ## When NOT to use apple-docs-mcp - If your development does not rely on Claude or Cursor AI integration, this tool might not offer unique benefits over general documentation search tools. ## Common questions ### What is the difference between octocode and apple-docs-mcp? octocode: MCP server for semantic code research with LLM patterns. apple-docs-mcp: MCP server for Apple Developer Documentation enabling search through iOS/macOS/SwiftUI/UIKit docs and WWDC videos. See the comparison table for live GitHub stats and shared categories. ### When should I choose octocode over apple-docs-mcp? Choose octocode over apple-docs-mcp when Tags unique to octocode: agent, ai-tools, code-intelligence, code-search; Also covers AI Agents, LLM Frameworks; When you need to search across both public and private repositories based on your user permissions. ### When should I choose apple-docs-mcp over octocode? Choose apple-docs-mcp over octocode when Tags unique to apple-docs-mcp: ai-assistant, api-documentation, apple-developer-docs-mcp, apple-developer-documentation; apple-docs-mcp ships an MCP server manifest; When developing for Swift/Objective-C needing access to extensive official Apple documentation directly integrated with Claude or Cursor. ### When should I avoid octocode? If your use case does not require real-time semantic context generation from large language models (LLMs). When you have no need for integrating with public and private repositories via their permissions system. ### When should I avoid apple-docs-mcp? If your development does not rely on Claude or Cursor AI integration, this tool might not offer unique benefits over general documentation search tools. ### Is octocode or apple-docs-mcp more popular on GitHub? apple-docs-mcp has more GitHub stars (1,346 vs 900). Stars measure visibility, not whether either tool fits your constraints. ### Are octocode and apple-docs-mcp open source? Yes - both are open-source projects on GitHub (octocode: MIT, apple-docs-mcp: MIT). ### Where can I find alternatives to octocode or apple-docs-mcp? GraphCanon lists graph-backed alternatives at [octocode alternatives](/tools/bgauryy-octocode/alternatives) and [apple-docs-mcp alternatives](/tools/kimsungwhee-apple-docs-mcp/alternatives) ([octocode markdown twin](/tools/bgauryy-octocode/alternatives.md), [apple-docs-mcp markdown twin](/tools/kimsungwhee-apple-docs-mcp/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/bgauryy-octocode-vs-kimsungwhee-apple-docs-mcp.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, octocode or apple-docs-mcp? octocode: Very active. apple-docs-mcp: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for octocode and apple-docs-mcp? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [octocode trust report](/tools/bgauryy-octocode/trust); [apple-docs-mcp trust report](/tools/kimsungwhee-apple-docs-mcp/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=bgauryy-octocode`](/api/graphcanon/graph?tool=bgauryy-octocode) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_