--- title: "codebase-memory-mcp vs excelize" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/deusdata-codebase-memory-mcp-vs-qax-os-excelize" tools: ["deusdata-codebase-memory-mcp", "qax-os-excelize"] --- # codebase-memory-mcp vs excelize *GraphCanon updated Aug 19, 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 excelize if excellize is a Go library focused on efficient, comprehensive manipulation of Excel files. [codebase-memory-mcp](https://deusdata.github.io/codebase-memory-mcp/) reports 35k GitHub stars, 2.8k forks, and 348 open issues, last pushed Jul 26, 2026. [excelize](https://xuri.me/excelize) has 21k stars, 1.9k forks, and 134 open issues, last pushed Aug 16, 2026. Figures are from public GitHub metadata via [codebase-memory-mcp's repository](https://github.com/DeusData/codebase-memory-mcp) and [excelize's repository](https://github.com/qax-os/excelize). | | [codebase-memory-mcp](/tools/deusdata-codebase-memory-mcp.md) | [excelize](/tools/qax-os-excelize.md) | | --- | --- | --- | | Tagline | High-performance code intelligence MCP server indexing codebases into a persistent knowledge graph quickly | Go language library for reading and writing Excel spreadsheets | | Stars | 35,386 | 20,855 | | Forks | 2,756 | 1,936 | | Open issues | 348 | 134 | | 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. | Excellize is a Go library focused on efficient, comprehensive manipulation of Excel files | | Persona | - | - | | Runtime | - | - | | License | MIT | BSD-3-Clause | | 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) | [excelize](/tools/qax-os-excelize.md) | | --- | --- | --- | | Days since push | 0d | 2d | | Open issues (now) | 348 | 134 | | Stars delta | Unknown | +59 (30d) | | Open issues delta | Unknown | +5 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/deusdata-codebase-memory-mcp/trust.md) | [trust report](/tools/qax-os-excelize/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: excelize - **Pricing:** freemium - Excellize is free and open-source under the BSD-3-Clause license, which allows reuse in both commercial and non-commercial applications without royalty payments. - **Requirements:** Min 1 GB RAM; Operating system requirements are aligned with what is supported by Go itself. - **Adopt for:** Excellize is a Go library focused on efficient, comprehensive manipulation of Excel files ## Choose when ### Choose codebase-memory-mcp if… - codebase-memory-mcp is primarily C; excelize is Go. - License: codebase-memory-mcp is MIT, excelize is BSD-3-Clause. - Tags unique to codebase-memory-mcp: aider, ast, claude-code, code-analysis. - Also covers Developer Tools. - When needing rapid codebase indexing into a knowledge graph with low latency queries ### Choose excelize if… - excelize is primarily Go; codebase-memory-mcp is C. - License: excelize is BSD-3-Clause, codebase-memory-mcp is MIT. - Pricing: Excellize is free and open-source under the BSD-3-Clause license, which allows reuse in both commercial and non-commercial applications without royalty payments.. - Requirements: Min 1 GB RAM; Operating system requirements are aligned with what is supported by Go itself.. - Tags unique to excelize: analytics, chart, excel, formula. - When developing applications in Go that require robust capabilities for reading and writing Excel spreadsheets including support for formulas, charts, tables, and VBA macros. ## 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 excelize - If the development environment strictly avoids using languages like Go, since Excellize requires a Go runtime. - When working on projects where Excel files are rarely needed for data processing, another more generic file handling library might be preferable to minimize dependencies and complexity ## Common questions ### What is the difference between codebase-memory-mcp and excelize? codebase-memory-mcp: High-performance code intelligence MCP server indexing codebases into a persistent knowledge graph quickly. excelize: Go language library for reading and writing Excel spreadsheets. See the comparison table for live GitHub stats and shared categories. ### When should I choose codebase-memory-mcp over excelize? Choose codebase-memory-mcp over excelize when codebase-memory-mcp is primarily C; excelize is Go; License: codebase-memory-mcp is MIT, excelize is BSD-3-Clause; Tags unique to codebase-memory-mcp: aider, ast, claude-code, code-analysis; Also covers Developer Tools; When needing rapid codebase indexing into a knowledge graph with low latency queries. ### When should I choose excelize over codebase-memory-mcp? Choose excelize over codebase-memory-mcp when excelize is primarily Go; codebase-memory-mcp is C; License: excelize is BSD-3-Clause, codebase-memory-mcp is MIT; Pricing: Excellize is free and open-source under the BSD-3-Clause license, which allows reuse in both commercial and non-commercial applications without royalty payments.; Requirements: Min 1 GB RAM; Operating system requirements are aligned with what is supported by Go itself.; Tags unique to excelize: analytics, chart, excel, formula; When developing applications in Go that require robust capabilities for reading and writing Excel spreadsheets including support for formulas, charts, tables, and VBA macros. ### 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 excelize? If the development environment strictly avoids using languages like Go, since Excellize requires a Go runtime. When working on projects where Excel files are rarely needed for data processing, another more generic file handling library might be preferable to minimize dependencies and complexity ### Is codebase-memory-mcp or excelize more popular on GitHub? codebase-memory-mcp has more GitHub stars (35,386 vs 20,855). Stars measure visibility, not whether either tool fits your constraints. ### Are codebase-memory-mcp and excelize open source? Yes - both are open-source projects on GitHub (codebase-memory-mcp: MIT, excelize: BSD-3-Clause). ### Where can I find alternatives to codebase-memory-mcp or excelize? GraphCanon lists graph-backed alternatives at [codebase-memory-mcp alternatives](/tools/deusdata-codebase-memory-mcp/alternatives) and [excelize alternatives](/tools/qax-os-excelize/alternatives) ([codebase-memory-mcp markdown twin](/tools/deusdata-codebase-memory-mcp/alternatives.md), [excelize markdown twin](/tools/qax-os-excelize/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-qax-os-excelize.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 excelize? codebase-memory-mcp: Very active. excelize: 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 excelize? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [codebase-memory-mcp trust report](/tools/deusdata-codebase-memory-mcp/trust); [excelize trust report](/tools/qax-os-excelize/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/_