MCP: which of 25 servers survived
2026-10-02
We have covered 25 MCP repositories. 11 of them have a star count recorded from the day we covered them, and together those have gained +138,147 stars since (measured 2026-09-13).
The full list of what we have covered lives on our MCP page. This post is about which of them moved.
MCPs are a very good invention that nobody can judge because now it helping us similar like a network.
What moved
The 11 repositories with a star baseline held 269,553 stars between them on the day each was covered. Today they hold 407,700, a change of +138,147 (+51.3%).
11 gained stars.
14 of the 25 repositories have no star count recorded from the day they were covered, so no change can be stated for them. They are listed below without a delta. We do not estimate figures we did not capture.
| Repository | Covered | Stars then | Stars now | Change | Language |
|---|---|---|---|---|---|
| safishamsi/graphify | 2026-04-27 | 31,297 | 116,914 | +85,617 (+273.6%) | Python |
| headroomlabs-ai/headroom | 2026-07-09 | 48,365 | 71,520 | +23,155 (+47.9%) | Python |
| sansan0/trendradar | 2026-06-20 | 46,974 | 62,185 | +15,211 (+32.4%) | n/a |
| rohitg00/ai-engineering-from-scratch | 2026-08-09 | 45,102 | 54,221 | +9,119 (+20.2%) | Python |
| WenyuChiou/awesome-agentic-ai-zh | 2026-08-04 | 4,965 | 6,770 | +1,805 (+36.4%) | Python |
| mukul975/Anthropic-Cybersecurity-Skills | 2026-09-04 | 31,497 | 32,609 | +1,112 (+3.5%) | Python |
| KunAgent/Kun | 2026-08-12 | 5,511 | 6,308 | +797 (+14.5%) | TypeScript |
| Hmbown/CodeWhale | 2026-08-03 | 40,245 | 40,948 | +703 (+1.7%) | Rust |
| luckyPipewrench/pipelock | 2026-05-08 | 549 | 841 | +292 (+53.2%) | Go |
| yusufkaraaslan/Skill_Seekers | 2026-08-14 | 14,726 | 14,953 | +227 (+1.5%) | Python |
| micro/mu | 2026-08-16 | 322 | 431 | +109 (+33.9%) | Go |
| MemPalace/mempalace | 2026-04-22 | not recorded | 58,998 | no baseline | Python |
| aaif-goose/goose | 2026-05-05 | not recorded | 54,126 | no baseline | Rust |
| activeing123/mcptoon | 2026-08-20 | not recorded | 195 | no baseline | HTML |
| affaan-m/everything-claude-code | 2026-04-10 | not recorded | 256,260 | no baseline | JavaScript |
| alibaba/nacos | 2026-04-17 | not recorded | 33,365 | no baseline | Java |
| danilokhury/Synabun | 2026-04-23 | not recorded | 70 | no baseline | JavaScript |
| jeecgboot/JeecgBoot | 2026-04-16 | not recorded | 47,741 | no baseline | Java |
| langgenius/dify | 2026-03-06 | not recorded | 155,424 | no baseline | TypeScript |
| milla-jovovich/mempalace | 2026-04-09 | not recorded | 58,998 | no baseline | Python |
| n8n-io/n8n | 2026-03-10 | not recorded | 204,019 | no baseline | TypeScript |
| open-webui/open-webui | 2026-03-14 | not recorded | 151,655 | no baseline | Python |
| upstash/context7 | 2026-04-20 | not recorded | 61,881 | no baseline | TypeScript |
| zhayujie/CowAgent | 2026-04-21 | not recorded | 46,901 | no baseline | Python |
| zilliztech/claude-context | 2026-04-22 | not recorded | 12,514 | no baseline | TypeScript |
Pulling away
- safishamsi/graphify covered 2026-04-27, 31,297 to 116,914 stars (+85,617, +273.6%)
- headroomlabs-ai/headroom covered 2026-07-09, 48,365 to 71,520 stars (+23,155, +47.9%)
- sansan0/trendradar covered 2026-06-20, 46,974 to 62,185 stars (+15,211, +32.4%)
- rohitg00/ai-engineering-from-scratch covered 2026-08-09, 45,102 to 54,221 stars (+9,119, +20.2%)
- WenyuChiou/awesome-agentic-ai-zh covered 2026-08-04, 4,965 to 6,770 stars (+1,805, +36.4%)
The strongest movers appear to be projects that tap into a clear, timely developer need and have a compelling idea that spreads naturally through the AI/MCP ecosystem. The others may be useful or technically solid, but they lack the same combination of broad usefulness, novelty, and momentum that turns attention into sustained GitHub discovery.
Barely moved
2 of the 9 repositories we covered more than 30 days ago gained less than 5% since. Anything covered more recently is left out of this comparison, having had little time to move.
- Hmbown/CodeWhale covered 2026-08-03, 40,245 to 40,948 stars (+703, +1.7%)
- yusufkaraaslan/Skill_Seekers covered 2026-08-14, 14,726 to 14,953 stars (+227, +1.5%)
How these numbers were collected
"Stars then" is the count recorded by our pipeline on the day the repository was reviewed. "Stars now" is the count from the GitHub API on 2026-09-13. Both are stored per repository in our star history dataset. We did not run or test any of these projects; every figure is a count, not an assessment.
Each repository links to its own page on https://githubtrends.app, which carries the video review and the full coverage record.
Every repository we have covered under this topic, including the ones without a baseline, is listed on the MCP page.