Constellation Shapes Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-09-14.
Constellation Shapes has a Nerq Trust Score of 36 (E). Returns constellation stick-figure line segments in normalized 0-1 coordinate space. Token-efficient for agent-to-agent communication. $0.001 per request.
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V13-GGUF | 89 | A | 604 | Higher trust (89 vs 36); Much larger community; Category: image-text-to-text |
| 2 | IBM/mcp-context-forge | 86 | A | 3.5k | Higher trust (86 vs 36); Much larger community; Category: infrastructure |
| 3 | promptfoo/promptfoo | 86 | A | 18.4k | Higher trust (86 vs 36); Much larger community; Category: security |
| 4 | mikeyobrien/ralph-orchestrator | 85 | A | 2.4k | Higher trust (85 vs 36); Much larger community; Category: infrastructure |
| 5 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 36); Much larger community; Category: coding |
| 6 | snyk/agent-scan | 84 | A | 2.0k | Higher trust (84 vs 36); Much larger community; Category: infrastructure |
| 7 | livekit/agents-js | 83 | A | 790 | Higher trust (83 vs 36); Much larger community; Category: coding |
| 8 | deepset-ai/haystack | 82 | A | 24.5k | Higher trust (82 vs 36); Much larger community; Category: coding |
| 9 | OpenHands/software-agent-sdk | 82 | A | 595 | Higher trust (82 vs 36); Much larger community; Category: agent framework |
| 10 | strands-agents/docs | 82 | A | 175 | Higher trust (82 vs 36); Much larger community; Category: infrastructure |
| 11 | vstorm-co/full-stack-fastapi-nextjs-llm-template | 82 | A | 585 | Higher trust (82 vs 36); Much larger community; Category: infrastructure |
| 12 | TencentCloudBase/CloudBase-MCP | 82 | A | 980 | Higher trust (82 vs 36); Much larger community; Category: infrastructure |
| 13 | SmythOS/sre | 82 | A | 1.2k | Higher trust (82 vs 36); Much larger community; Category: infrastructure |
| 14 | microsoft/qlib | 82 | A | 37.6k | Higher trust (82 vs 36); Much larger community; Category: finance |
| 15 | Giskard-AI/giskard-oss | 82 | A | 5.1k | Higher trust (82 vs 36); Much larger community; Category: AI tool |
Compare
- Constellation Shapes vs LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V13-GGUF
- Constellation Shapes vs IBM/mcp-context-forge
- Constellation Shapes vs promptfoo/promptfoo
- Constellation Shapes vs mikeyobrien/ralph-orchestrator
- Constellation Shapes vs tech-leads-club/agent-skills
FAQ
What are the best alternatives to Constellation Shapes?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from Constellation Shapes?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank Constellation Shapes alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.