--- title: "codebase-memory-mcp vs github-mcp-server" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/deusdata-codebase-memory-mcp-vs-github-github-mcp-server" tools: ["deusdata-codebase-memory-mcp", "github-github-mcp-server"] --- # codebase-memory-mcp vs github-mcp-server *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 github-mcp-server if gitHub's official Marketplace Customer Portal service provider in Go. [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. [github-mcp-server](https://github.com/github/github-mcp-server) has 32k stars, 4.8k forks, and 326 open issues, last pushed Aug 25, 2026. Figures are from public GitHub metadata via [codebase-memory-mcp's repository](https://github.com/DeusData/codebase-memory-mcp) and [github-mcp-server's repository](https://github.com/github/github-mcp-server). | | [codebase-memory-mcp](/tools/deusdata-codebase-memory-mcp.md) | [github-mcp-server](/tools/github-github-mcp-server.md) | | --- | --- | --- | | Tagline | High-performance code intelligence MCP server indexing codebases into a persistent knowledge graph quickly | GitHub's official MCP Server | | Stars | 40,581 | 32,496 | | Forks | 3,289 | 4,847 | | Open issues | 510 | 326 | | Language | C | Go | | 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. | GitHub's official Marketplace Customer Portal service provider in Go. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Data & Retrieval, Developer Tools | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [codebase-memory-mcp](/tools/deusdata-codebase-memory-mcp.md) | [github-mcp-server](/tools/github-github-mcp-server.md) | | --- | --- | --- | | Days since push | 1d | 0d | | Open issues (now) | 510 | 326 | | Stars delta | +5.2k (30d) | +776 (30d) | | Open issues delta | +162 (30d) | -11 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/deusdata-codebase-memory-mcp/trust.md) | [trust report](/tools/github-github-mcp-server/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: github-mcp-server - **Adopt for:** GitHub's official Marketplace Customer Portal service provider in Go. ## Choose when ### Choose codebase-memory-mcp if… - codebase-memory-mcp is primarily C; github-mcp-server is Go. - Tags unique to codebase-memory-mcp: aider, ast, claude-code, code-analysis. - Also covers Data & Retrieval. - When needing rapid codebase indexing into a knowledge graph with low latency queries ### Choose github-mcp-server if… - github-mcp-server is primarily Go; codebase-memory-mcp is C. - Tags unique to github-mcp-server: github, mcp, mcp-server. - github-mcp-server ships Docker support for self-hosted deployment. - Integrate with GitHub's Marketplace services directly through an official server. ## 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 github-mcp-server - Seeking a non-Google language implementation or if Go is not part of your tech stack. - Looking for more generalized CI/CD tools that don't focus on GitHub's marketplace. ## Common questions ### What is the difference between codebase-memory-mcp and github-mcp-server? codebase-memory-mcp: High-performance code intelligence MCP server indexing codebases into a persistent knowledge graph quickly. github-mcp-server: GitHub's official MCP Server. See the comparison table for live GitHub stats and shared categories. ### When should I choose codebase-memory-mcp over github-mcp-server? Choose codebase-memory-mcp over github-mcp-server when codebase-memory-mcp is primarily C; github-mcp-server is Go; Tags unique to codebase-memory-mcp: aider, ast, claude-code, code-analysis; Also covers Data & Retrieval; When needing rapid codebase indexing into a knowledge graph with low latency queries. ### When should I choose github-mcp-server over codebase-memory-mcp? Choose github-mcp-server over codebase-memory-mcp when github-mcp-server is primarily Go; codebase-memory-mcp is C; Tags unique to github-mcp-server: github, mcp, mcp-server; github-mcp-server ships Docker support for self-hosted deployment; Integrate with GitHub's Marketplace services directly through an official server. ### 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 github-mcp-server? Seeking a non-Google language implementation or if Go is not part of your tech stack. Looking for more generalized CI/CD tools that don't focus on GitHub's marketplace. ### Is codebase-memory-mcp or github-mcp-server more popular on GitHub? codebase-memory-mcp has more GitHub stars (40,581 vs 32,496). Stars measure visibility, not whether either tool fits your constraints. ### Are codebase-memory-mcp and github-mcp-server open source? Yes - both are open-source projects on GitHub (codebase-memory-mcp: MIT, github-mcp-server: MIT). ### Where can I find alternatives to codebase-memory-mcp or github-mcp-server? GraphCanon lists graph-backed alternatives at [codebase-memory-mcp alternatives](/tools/deusdata-codebase-memory-mcp/alternatives) and [github-mcp-server alternatives](/tools/github-github-mcp-server/alternatives) ([codebase-memory-mcp markdown twin](/tools/deusdata-codebase-memory-mcp/alternatives.md), [github-mcp-server markdown twin](/tools/github-github-mcp-server/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-github-github-mcp-server.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 github-mcp-server? codebase-memory-mcp: Very active. github-mcp-server: Very active. 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 github-mcp-server? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [codebase-memory-mcp trust report](/tools/deusdata-codebase-memory-mcp/trust); [github-mcp-server trust report](/tools/github-github-mcp-server/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/_