ollama Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-03-19.
ollama has a Nerq Trust Score of 50 (D).
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | IBM/mcp-context-forge | 95 | A+ | 3.4k | Higher trust (95 vs 50); Much larger community; Category: infrastructure |
| 2 | tech-leads-club/agent-skills | 94 | A+ | 1.6k | Higher trust (94 vs 50); Much larger community; Category: coding |
| 3 | NVIDIA/NeMo-Agent-Toolkit | 93 | A+ | 1.9k | Higher trust (93 vs 50); Much larger community; Category: infrastructure |
| 4 | promptfoo/promptfoo | 93 | A+ | 17.3k | Higher trust (93 vs 50); Much larger community; Category: security |
| 5 | vstorm-co/full-stack-fastapi-nextjs-llm-template | 93 | A+ | 585 | Higher trust (93 vs 50); Much larger community; Category: infrastructure |
| 6 | vercel/workflow | 92 | A+ | 1.8k | Higher trust (92 vs 50); Much larger community; Category: devops |
| 7 | crewAIInc/crewAI | 92 | A+ | 45.0k | Higher trust (92 vs 50); Much larger community; Category: agent_framework |
| 8 | williamzujkowski/strudel-mcp-server | 92 | A+ | 158 | Higher trust (92 vs 50); Much larger community; Category: infrastructure |
| 9 | SWE-agent/SWE-agent | 91 | A+ | 18.5k | Higher trust (91 vs 50); Much larger community; Category: security |
| 10 | agentset-ai/agentset | 91 | A+ | 1.9k | Higher trust (91 vs 50); Much larger community; Category: infrastructure |
| 11 | SmythOS/sre | 91 | A+ | 1.2k | Higher trust (91 vs 50); Much larger community; Category: infrastructure |
| 12 | microsoft/qlib | 91 | A+ | 37.6k | Higher trust (91 vs 50); Much larger community; Category: finance |
| 13 | openagents | 91 | A+ | 1.7k | Higher trust (91 vs 50); Much larger community; Category: agent platform |
| 14 | Giskard-AI/giskard-oss | 91 | A+ | 5.1k | Higher trust (91 vs 50); Much larger community; Category: AI tool |
| 15 | strands-agents/docs | 91 | A+ | 175 | Higher trust (91 vs 50); Much larger community; Category: infrastructure |
Compare
- ollama vs IBM/mcp-context-forge
- ollama vs tech-leads-club/agent-skills
- ollama vs NVIDIA/NeMo-Agent-Toolkit
- ollama vs promptfoo/promptfoo
- ollama vs vstorm-co/full-stack-fastapi-nextjs-llm-template
FAQ
What are the best alternatives to ollama?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from ollama?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank ollama alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.