# serena vs xiaohongshu-mcp
_MCP Servers · independent comparison_

> serena and xiaohongshu-mcp are both open-source mcp servers you can self-host for free. serena has wider GitHub adoption — 28k stars vs 15k. Neither is universally better — pick by fit.

## Side by side

**serena**
- Open source · SDK / library · 28k★ · Python · MIT · active 3 days ago
- Best for: Giving a coding agent symbol-level code navigation, refactoring, and debugging via MCP.
- [listing](https://agentsearchengine.app/agents/serena) · [official](https://oraios.github.io/serena)

**xiaohongshu-mcp**
- Open source · MCP server · 15k★ · Go · active 2 days ago
- Best for: Giving an AI assistant direct access to Xiaohongshu content.
- Avoid if: You need English documentation — the project is documented in Chinese.
- [listing](https://agentsearchengine.app/agents/xiaohongshu-mcp) · [official](https://www.haha.ai/xiaohongshu-mcp)

## Key differences

- serena has wider GitHub adoption — 28k stars vs 15k.
- serena is written primarily in Python; xiaohongshu-mcp in Go.

## Which to choose

**Choose serena if:** Giving a coding agent symbol-level code navigation, refactoring, and debugging via MCP.

**Choose xiaohongshu-mcp if:** Giving an AI assistant direct access to Xiaohongshu content.

## FAQ

**What's the main difference between serena and xiaohongshu-mcp?**
serena has wider GitHub adoption — 28k stars vs 15k.

**Is serena or xiaohongshu-mcp better?**
Neither is universally better. serena is the stronger fit for Giving a coding agent symbol-level code navigation, refactoring, and debugging via MCP; xiaohongshu-mcp for Giving an AI assistant direct access to Xiaohongshu content. Use the side-by-side specs to decide by your own constraints.

**Is serena or xiaohongshu-mcp free?**
serena is free to run and self-host; xiaohongshu-mcp is free to run and self-host. Both are free to self-host — you only pay for the infrastructure and any model or API usage.

**Which is more popular, serena or xiaohongshu-mcp?**
By GitHub stars — a proxy for open-source adoption — serena is ahead (28k vs 15k). Stars measure attention, not necessarily the better fit for you.

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Source: [Agent Search Engine](https://agentsearchengine.app) — https://agentsearchengine.app/compare/serena-vs-xiaohongshu-mcp