optuna Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-06-20.
optuna has a Nerq Trust Score of 50 (D).
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | cyanheads/git-mcp-server | 89 | B+ | - | Higher trust (89 vs 50); Category: infrastructure |
| 2 | auth0/auth0-mcp-server | 85 | A | - | Higher trust (85 vs 50); 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 | D | - | Higher trust (81 vs 50); Category: infrastructure |
| 5 | mcp | 81 | A | 1.4k | Higher trust (81 vs 50); Much larger community; Category: infrastructure |
| 6 | toeverything/AFFiNE | 80 | A- | 63.1k | Higher trust (80 vs 50); Much larger community; Category: AI tool |
| 7 | strava-mcp | 80 | A | - | Higher trust (80 vs 50); Category: infrastructure |
| 8 | smart-mcp-proxy/mcpproxy-go | 79 | B | 156 | Higher trust (79 vs 50); Much larger community; Category: infrastructure |
| 9 | cyanheads/mcp-ts-template | 79 | B | - | Higher trust (79 vs 50) |
| 10 | huggingface/pytorch-image-models | 79 | B+ | - | Higher trust (79 vs 50); Category: AI tool |
| 11 | gbox | 78 | B | 162 | Higher trust (78 vs 50); Much larger community |
| 12 | PaperBanana | 77 | B+ | 1.3k | Higher trust (77 vs 50); Much larger community |
| 13 | coo-quack/calc-mcp | 77 | B | - | Higher trust (77 vs 50); Category: coding |
| 14 | google/langextract | 77 | B+ | - | Higher trust (77 vs 50); Category: AI tool |
| 15 | donnemartin/data-science-ipython-notebooks | 76 | B+ | 28.9k | Higher trust (76 vs 50); Much larger community; Category: AI tool |
Compare
- optuna vs cyanheads/git-mcp-server
- optuna vs auth0/auth0-mcp-server
- optuna vs arabold/docs-mcp-server
- optuna vs gcloud-mcp
- optuna vs mcp
FAQ
What are the best alternatives to optuna?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from optuna?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank optuna alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.