head to head · open source
codebase-memory-mcp vs khazix-skills
codebase-memory-mcp has 48,651 GitHub stars, 4,032 forks, 556 open issues and last shipped yesterday. khazix-skills has 22,259 stars, 2,338 forks, 49 open issues and last shipped 3 days ago. codebase-memory-mcp leads on adoption by 119% (48,651 vs 22,259 stars). codebase-memory-mcp is written in C under MIT; khazix-skills is written in Python under MIT. codebase-memory-mcp has attracted 8% as many forks as stars, khazix-skills 11%. codebase-memory-mcp was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 3 topic tags (claude-code, codex, developer-tools), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| codebase-memory-mcp | khazix-skills | |
|---|---|---|
| GitHub stars | ★ 49K | ★ 22K |
| License | MIT | MIT |
| Written in | C | Python |
| Last push | 2026-11-14 | 2026-11-12 |
| Forks | ⑂ 4.0K | ⑂ 2.3K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick codebase-memory-mcp if
- You weight community size — 49K stars and counting
- You want the MIT license terms
- Your stack matches C
- You value the larger contributor base for long-term maintenance
pick khazix-skills if
- You want the khazix-skills feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and khazix-skills fits your workflow better
About codebase-memory-mcp
codebase memory mcp: local code intelligence for AI agents via MCP Understand your repository, from source code to the systems around it. codebase memory mcp is an MCP server that connects code, documentation, configuration, and infrastructure in a persistent local knowledge graph. Use it to find an unfamiliar feature, follow a call across services, trace a deployment back to its source, or assess which parts of a project a change could affect. Give your coding agent structural context through Model Context Protocol (MCP), or query the graph directly from the CLI. The MCP server is the core of the project. Its…
read the full codebase-memory-mcp overview →
About khazix-skills
中文 · English 🧰 Khazix Skills 我自己每天在用的一些 AI Skill，都开源在这里 都是在自己项目里跑通了一段时间，确实省事，才搬出来开源的。没什么花活，就是几个挺实用的东西。 这里的每个 Skill 都是 Agent 能直接加载的结构化指令集，遵循 Agent Skills 开放标准。Claude Code、Codex、Qoder、Kimi Code、iFlow、CodeBuddy、Cursor 等 40+ 支持该标准的 Agent 都能装。 📋 目录 📦 安装方式 在 Claude Code、Codex 等支持 Agent Skills 的工具里，直接说： 把 换成你想装的那个，比如 neat freak 、 hv analysis 、 khazix writer 。Agent 会自己 clone 到对应目录，不用你操心路径。 你的 Agent 不支持 Skill 也没关系：把对应目录的 SKILL.md 全文下载下来，当成项目规则文件（或直接贴进对话）让 Agent 照着执行，效果一致。 ✨ Skills 🧭 leader（领导） "你说让测试变绿，最省力的办法不是修代码，是把测试删了。" 它只解决一件事：帮你定义目标。 把你脑子里那句模模糊糊、自己都还没想清楚的需求，变成一份目标任务书——粘进目标模式（Claude Code 的 /goal 、Codex 的目标模式）就能让…
read the full khazix-skills overview →
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Frequently asked questions
Is codebase-memory-mcp or khazix-skills more popular?
codebase-memory-mcp has 48,651 GitHub stars and khazix-skills has 22,259. codebase-memory-mcp has the larger community by that measure.
Are codebase-memory-mcp and khazix-skills free?
Both are open source. codebase-memory-mcp is licensed under MIT and khazix-skills under MIT. Neither carries a licence fee.
What is the difference between codebase-memory-mcp and khazix-skills?
codebase-memory-mcp is written in C and khazix-skills in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, codebase-memory-mcp or khazix-skills?
Choose codebase-memory-mcp if you want the larger community (48,651 stars) or its MIT licence terms. Choose khazix-skills if its feature set, stack or MIT licence fits better. Both are self-hostable.