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SKILLSLLM RESEARCH
Repositories in the MCP Servers category, ranked by recorded GitHub stars.
Catalog read at: . Cached for 6 hours; refreshed on a subsequent visit. Catalog changes can invalidate the cache earlier.
Latest catalog record update: Mon, 26 Oct 2026 15:00:03 GMT. Latest recorded GitHub sync: Mon, 26 Oct 2026 15:00:03 GMT.
Source: SkillsLLM catalog records and their stored GitHub metadata. This is a catalog sample, not a census of the ecosystem. Repository sync dates vary; the latest sync does not mean every repository was refreshed.
| Rank | Repository | GitHub stars | Last synced (UTC) |
|---|---|---|---|
| 1 | n8n n8n-io · MCP Servers | 208,614 | 2026-10-26 |
| 2 | Scrapling D4Vinci · MCP Servers | 89,772 | 2026-10-23 |
| 3 | TrendRadar sansan0 · MCP Servers | 63,190 | 2026-10-21 |
| 4 | claude-plugins-official anthropics · MCP Servers | 44,632 | 2026-10-26 |
| 5 | next-ai-draw-io DayuanJiang · MCP Servers | 36,412 | 2026-10-26 |
| 6 | github-mcp-server github · MCP Servers | 33,963 | 2026-10-24 |
| 7 | code-review-graph tirth8205 · MCP Servers | 32,386 | 2026-10-17 |
| 8 | python-sdk modelcontextprotocol · MCP Servers | 24,667 | 2026-10-26 |
| 9 | n8n-mcp czlonkowski · MCP Servers | 23,139 | 2026-10-25 |
| 10 | FunASR modelscope · MCP Servers | 20,819 | 2026-10-23 |
| 11 | nuclear nukeop · MCP Servers | 18,783 | 2026-10-26 |
| 12 | mcp-for-beginners microsoft · MCP Servers | 17,513 | 2026-10-25 |
| 13 | xiaohongshu-mcp xpzouying · MCP Servers | 16,572 | 2026-10-26 |
| 14 | Skill_Seekers yusufkaraaslan · MCP Servers | 15,223 | 2026-10-01 |
| 15 | typescript-sdk modelcontextprotocol · MCP Servers | 13,653 | 2026-10-26 |
| 16 | XHS-Downloader JoeanAmier · MCP Servers | 13,112 | 2026-10-23 |
| 17 | fastapi_mcp tadata-org · MCP Servers | 12,021 | 2026-04-02 |
| 18 | nginx-ui 0xJacky · MCP Servers | 11,668 | 2026-10-26 |
| 19 | xiaozhi-esp32-server xinnan-tech · MCP Servers | 11,040 | 2026-10-26 |
| 20 | mcp awslabs · MCP Servers | 9,833 | 2026-10-26 |
Includes repositories assigned to the existing MCP Servers category. Category membership is not independent verification of MCP compatibility.
Only entries with a public skill slug are ranked. Up to 20 entries are ordered by stored GitHub stars descending, then name ascending and record ID ascending to resolve ties. Featured placement and payments do not affect this ranking. Stars indicate recorded repository popularity, not quality, usage or security.
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