vanna Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-10-25.
vanna has a Nerq Trust Score of 50 (D).
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | PrunaAI/Pruna-Q-Image-2.1 | 84 | A- | 157 | Higher trust (84 vs 50); Much larger community; Category: text-to-image |
| 2 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 50); Much larger community; Category: coding |
| 3 | huyydangg/huydang-dek21-embedding | 83 | A- | 40 | Higher trust (83 vs 50); Much larger community; Category: sentence-similarity |
| 4 | IBM/mcp-context-forge | 82 | A | 3.5k | Higher trust (82 vs 50); Much larger community; Category: infrastructure |
| 5 | vstorm-co/full-stack-fastapi-nextjs-llm-template | 82 | A | 585 | Higher trust (82 vs 50); Much larger community; Category: infrastructure |
| 6 | promptfoo/promptfoo | 82 | A | 18.4k | Higher trust (82 vs 50); Much larger community; Category: security |
| 7 | deepseek-ai/DeepSeek-V4.1-Flash-1017 | 82 | A- | 2.0k | Higher trust (82 vs 50); Much larger community; Category: image-text-to-text |
| 8 | SmythOS/sre | 82 | A | 1.2k | Higher trust (82 vs 50); Much larger community; Category: infrastructure |
| 9 | microsoft/qlib | 82 | A | 37.6k | Higher trust (82 vs 50); Much larger community; Category: finance |
| 10 | Giskard-AI/giskard-oss | 82 | A | 5.1k | Higher trust (82 vs 50); Much larger community; Category: AI tool |
| 11 | nanoclaw | 82 | A | 7.7k | Higher trust (82 vs 50); Much larger community; Category: communication |
| 12 | nanoclaw | 82 | A | 6.9k | Higher trust (82 vs 50); Much larger community; Category: communication |
| 13 | stacklok/toolhive | 81 | A | 1.6k | Higher trust (81 vs 50); Much larger community; Category: infrastructure |
| 14 | mikeyobrien/ralph-orchestrator | 81 | A | 2.4k | Higher trust (81 vs 50); Much larger community; Category: infrastructure |
| 15 | ccmanager | 80 | A | 831 | Higher trust (80 vs 50); Much larger community; Category: coding |
Compare
- vanna vs PrunaAI/Pruna-Q-Image-2.1
- vanna vs tech-leads-club/agent-skills
- vanna vs huyydangg/huydang-dek21-embedding
- vanna vs IBM/mcp-context-forge
- vanna vs vstorm-co/full-stack-fastapi-nextjs-llm-template
FAQ
What are the best alternatives to vanna?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from vanna?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank vanna alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.