--- title: "codebase-memory-mcp vs apple-docs-mcp" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/deusdata-codebase-memory-mcp-vs-kimsungwhee-apple-docs-mcp" tools: ["deusdata-codebase-memory-mcp", "kimsungwhee-apple-docs-mcp"] --- # codebase-memory-mcp vs apple-docs-mcp *GraphCanon updated Aug 25, 2026* ## Verdict Pick codebase-memory-mcp if codebase-memory-mcp excels at indexing codebases into a persistent knowledge graph with support for 158 languages, sub-ms query times, and minimal token use, delivered as a single static binary; pick apple-docs-mcp if enables search through Apple iOS/macOS/SwiftUI/UIKit documentation and WWDC videos, integrating with AI assistants. [codebase-memory-mcp](https://deusdata.github.io/codebase-memory-mcp/) reports 41k GitHub stars, 3.3k forks, and 510 open issues, last pushed Aug 24, 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 [codebase-memory-mcp's repository](https://github.com/DeusData/codebase-memory-mcp) and [apple-docs-mcp's repository](https://github.com/kimsungwhee/apple-docs-mcp). | | [codebase-memory-mcp](/tools/deusdata-codebase-memory-mcp.md) | [apple-docs-mcp](/tools/kimsungwhee-apple-docs-mcp.md) | | --- | --- | --- | | Tagline | High-performance code intelligence MCP server indexing codebases into a persistent knowledge graph quickly | MCP server for Apple Developer Documentation enabling search through iOS/macOS/SwiftUI/UIKit docs and WWDC videos | | Stars | 40,581 | 1,346 | | Forks | 3,289 | 59 | | Open issues | 510 | 15 | | Language | C | TypeScript | | Adopt for | codebase-memory-mcp excels at indexing codebases into a persistent knowledge graph with support for 158 languages, sub-ms query times, and minimal token use, delivered as a single static binary. | Enables search through Apple iOS/macOS/SwiftUI/UIKit documentation and WWDC videos, integrating with AI assistants. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Data & Retrieval, Developer Tools | Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [codebase-memory-mcp](/tools/deusdata-codebase-memory-mcp.md) | [apple-docs-mcp](/tools/kimsungwhee-apple-docs-mcp.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 1d | 131d | | Open issues (now) | 510 | 15 | | Stars delta | +5.2k (30d) | Unknown | | Open issues delta | +162 (30d) | Unknown | | Full report | [trust report](/tools/deusdata-codebase-memory-mcp/trust.md) | [trust report](/tools/kimsungwhee-apple-docs-mcp/trust.md) | ## Decision facts: codebase-memory-mcp - **Adopt for:** codebase-memory-mcp excels at indexing codebases into a persistent knowledge graph with support for 158 languages, sub-ms query times, and minimal token use, delivered as a single static binary. ## 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 codebase-memory-mcp if… - codebase-memory-mcp is primarily C; apple-docs-mcp is TypeScript. - Tags unique to codebase-memory-mcp: aider, ast, code-analysis, code-intelligence. - Also covers Developer Tools. - When needing rapid codebase indexing into a knowledge graph with low latency queries ### Choose apple-docs-mcp if… - apple-docs-mcp is primarily TypeScript; codebase-memory-mcp is C. - 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 codebase-memory-mcp - If you demand extensive interactive graphical UI features beyond its command-line interface capabilities - When your project prioritizes a dynamic runtime environment over static binaries ## 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 codebase-memory-mcp and apple-docs-mcp? codebase-memory-mcp: High-performance code intelligence MCP server indexing codebases into a persistent knowledge graph quickly. 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 codebase-memory-mcp over apple-docs-mcp? Choose codebase-memory-mcp over apple-docs-mcp when codebase-memory-mcp is primarily C; apple-docs-mcp is TypeScript; Tags unique to codebase-memory-mcp: aider, ast, code-analysis, code-intelligence; Also covers Developer Tools; When needing rapid codebase indexing into a knowledge graph with low latency queries. ### When should I choose apple-docs-mcp over codebase-memory-mcp? Choose apple-docs-mcp over codebase-memory-mcp when apple-docs-mcp is primarily TypeScript; codebase-memory-mcp is C; 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 codebase-memory-mcp? If you demand extensive interactive graphical UI features beyond its command-line interface capabilities When your project prioritizes a dynamic runtime environment over static binaries ### 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 codebase-memory-mcp or apple-docs-mcp more popular on GitHub? codebase-memory-mcp has more GitHub stars (40,581 vs 1,346). Stars measure visibility, not whether either tool fits your constraints. ### Are codebase-memory-mcp and apple-docs-mcp open source? Yes - both are open-source projects on GitHub (codebase-memory-mcp: MIT, apple-docs-mcp: MIT). ### Where can I find alternatives to codebase-memory-mcp or apple-docs-mcp? GraphCanon lists graph-backed alternatives at [codebase-memory-mcp alternatives](/tools/deusdata-codebase-memory-mcp/alternatives) and [apple-docs-mcp alternatives](/tools/kimsungwhee-apple-docs-mcp/alternatives) ([codebase-memory-mcp markdown twin](/tools/deusdata-codebase-memory-mcp/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/deusdata-codebase-memory-mcp-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, codebase-memory-mcp or apple-docs-mcp? codebase-memory-mcp: 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 codebase-memory-mcp and apple-docs-mcp? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [codebase-memory-mcp trust report](/tools/deusdata-codebase-memory-mcp/trust); [apple-docs-mcp trust report](/tools/kimsungwhee-apple-docs-mcp/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=deusdata-codebase-memory-mcp`](/api/graphcanon/graph?tool=deusdata-codebase-memory-mcp) - 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/_