ML4SE Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-05-02.
ML4SE has a Nerq Trust Score of 50 (D).
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | cyanheads/git-mcp-server | 89 | A | 185 | Higher trust (89 vs 50); Much larger community; Category: infrastructure |
| 2 | auth0/auth0-mcp-server | 85 | A | 93 | Higher trust (85 vs 50); Much larger community; Category: infrastructure |
| 3 | arabold/docs-mcp-server | 84 | A | 1.1k | Higher trust (84 vs 50); Much larger community; Category: infrastructure |
| 4 | gcloud-mcp | 81 | A | 653 | Higher trust (81 vs 50); Much larger community; Category: infrastructure |
| 5 | mcp-sequentialthinking-tools | 81 | A | 563 | Higher trust (81 vs 50); Much larger community; Category: productivity |
| 6 | mcp | 81 | A | 175 | Higher trust (81 vs 50); Much larger community |
| 7 | mcp | 81 | A | 1.4k | Higher trust (81 vs 50); Much larger community; Category: infrastructure |
| 8 | strava-mcp | 80 | A | 239 | Higher trust (80 vs 50); Much larger community; Category: infrastructure |
| 9 | attune-ai | 79 | B | 1 | Higher trust (79 vs 50); Much larger community; Category: devops |
| 10 | smart-mcp-proxy/mcpproxy-go | 79 | B | 156 | Higher trust (79 vs 50); Much larger community; Category: infrastructure |
| 11 | cyanheads/mcp-ts-template | 79 | B | 116 | Higher trust (79 vs 50); Much larger community |
| 12 | vinkius-labs/mcp-fusion | 78 | B | 195 | Higher trust (78 vs 50); Much larger community; Category: infrastructure |
| 13 | gbox | 78 | B | 162 | Higher trust (78 vs 50); Much larger community |
| 14 | zanllp/infinite-image-browsing | 78 | B+ | 1.3k | Higher trust (78 vs 50); Much larger community; Category: design |
| 15 | BrikerMan/Kashgari | 78 | B+ | 2.4k | Higher trust (78 vs 50); Much larger community; Category: AI tool |
Compare
- ML4SE vs cyanheads/git-mcp-server
- ML4SE vs auth0/auth0-mcp-server
- ML4SE vs arabold/docs-mcp-server
- ML4SE vs gcloud-mcp
- ML4SE vs mcp-sequentialthinking-tools
FAQ
What are the best alternatives to ML4SE?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from ML4SE?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank ML4SE alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.