Linggen Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-09-03.
Linggen has a Nerq Trust Score of 39 (E). Local-first memory layer for AI assistants with semantic codebase search
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | Qwen/Qwen3.8-Flash-Next | 90 | A | 4.7k | Higher trust (90 vs 39); Much larger community; Category: image-text-to-text |
| 2 | zai-org/GLM-5.3-Flash | 90 | A | 1.9k | Higher trust (90 vs 39); Much larger community; Category: image-text-to-text |
| 3 | ornith-ai/Ornith-1.5-35B-A3B-GGUF | 89 | A | 300 | Higher trust (89 vs 39); Much larger community; Category: text-generation |
| 4 | IBM/mcp-context-forge | 86 | A | 3.5k | Higher trust (86 vs 39); Much larger community; Category: infrastructure |
| 5 | promptfoo/promptfoo | 86 | A | 18.4k | Higher trust (86 vs 39); Much larger community; Category: security |
| 6 | Giskard-AI/giskard-oss | 86 | A | 5.1k | Higher trust (86 vs 39); Much larger community; Category: AI tool |
| 7 | mikeyobrien/ralph-orchestrator | 85 | A | 2.4k | Higher trust (85 vs 39); Much larger community; Category: infrastructure |
| 8 | unsloth/Qwen3.8-Flash-Next-GGUF | 84 | A- | 680 | Higher trust (84 vs 39); Much larger community; Category: image-text-to-text |
| 9 | Qwen/Qwen3.8-Flash-Next-FP8 | 84 | A- | 180 | Higher trust (84 vs 39); Much larger community; Category: image-text-to-text |
| 10 | empero-ai/Qwen3.8-9B-Distill-GGUF | 84 | A- | 161 | Higher trust (84 vs 39); Much larger community; Category: text-generation |
| 11 | hiyouga/LlamaFactory | 84 | A | 67.8k | Higher trust (84 vs 39); Much larger community; Category: research |
| 12 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 39); Much larger community; Category: coding |
| 13 | pydantic/logfire | 84 | A | 4.0k | Higher trust (84 vs 39); Much larger community; Category: infrastructure |
| 14 | snyk/agent-scan | 84 | A | 2.0k | Higher trust (84 vs 39); Much larger community; Category: infrastructure |
| 15 | livekit/agents | 83 | A | 9.4k | Higher trust (83 vs 39); Much larger community; Category: coding |
Compare
- Linggen vs Qwen/Qwen3.8-Flash-Next
- Linggen vs zai-org/GLM-5.3-Flash
- Linggen vs ornith-ai/Ornith-1.5-35B-A3B-GGUF
- Linggen vs IBM/mcp-context-forge
- Linggen vs promptfoo/promptfoo
FAQ
What are the best alternatives to Linggen?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from Linggen?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank Linggen alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.