MamaMatrix Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-09-12.
MamaMatrix has a Nerq Trust Score of 39 (E). High-intelligence autonomous AI agent powered by Qwen3-235B-A22B (local 8-bit on 512GB Apple Silicon). Specializes in complex coding, deep research, code reviews, Solidity smart contracts, React/TypeS...
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V13-GGUF | 89 | A | 604 | Higher trust (89 vs 39); Much larger community; Category: image-text-to-text |
| 2 | IBM/mcp-context-forge | 86 | A | 3.5k | Higher trust (86 vs 39); Much larger community; Category: infrastructure |
| 3 | promptfoo/promptfoo | 86 | A | 18.4k | Higher trust (86 vs 39); Much larger community; Category: security |
| 4 | mikeyobrien/ralph-orchestrator | 85 | A | 2.4k | Higher trust (85 vs 39); Much larger community; Category: infrastructure |
| 5 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 39); Much larger community; Category: coding |
| 6 | snyk/agent-scan | 84 | A | 2.0k | Higher trust (84 vs 39); Much larger community; Category: infrastructure |
| 7 | livekit/agents-js | 83 | A | 790 | Higher trust (83 vs 39); Much larger community; Category: coding |
| 8 | deepset-ai/haystack | 82 | A | 24.5k | Higher trust (82 vs 39); Much larger community; Category: coding |
| 9 | OpenHands/software-agent-sdk | 82 | A | 595 | Higher trust (82 vs 39); Much larger community; Category: agent framework |
| 10 | strands-agents/docs | 82 | A | 175 | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 11 | vstorm-co/full-stack-fastapi-nextjs-llm-template | 82 | A | 585 | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 12 | TencentCloudBase/CloudBase-MCP | 82 | A | 980 | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 13 | SmythOS/sre | 82 | A | 1.2k | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 14 | microsoft/qlib | 82 | A | 37.6k | Higher trust (82 vs 39); Much larger community; Category: finance |
| 15 | Giskard-AI/giskard-oss | 82 | A | 5.1k | Higher trust (82 vs 39); Much larger community; Category: AI tool |
Compare
- MamaMatrix vs LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V13-GGUF
- MamaMatrix vs IBM/mcp-context-forge
- MamaMatrix vs promptfoo/promptfoo
- MamaMatrix vs mikeyobrien/ralph-orchestrator
- MamaMatrix vs tech-leads-club/agent-skills
FAQ
What are the best alternatives to MamaMatrix?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from MamaMatrix?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank MamaMatrix alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.