apple/embedding-atlas Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-06-20.
apple/embedding-atlas has a Nerq Trust Score of 57 (C). Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | coo-quack/calc-mcp | 77 | B | - | Higher trust (77 vs 57) |
| 2 | pathwaycom/llm-app | 76 | B+ | - | Higher trust (76 vs 57) |
| 3 | MAXential-Thinking-MCP | 76 | B | 2 | Higher trust (76 vs 57) |
| 4 | varun29ankuS/shodh-memory | 73 | B | 181 | Higher trust (73 vs 57) |
| 5 | ctx-sys | 73 | B | 1 | Higher trust (73 vs 57) |
| 6 | moltbot-fixed | 73 | B | - | Higher trust (73 vs 57) |
| 7 | router-for-me/CLIProxyAPI | 73 | B | 11.1k | Higher trust (73 vs 57); Much larger community |
| 8 | cortex-net | 73 | B | - | Higher trust (73 vs 57) |
| 9 | antigravity-starter-kit | 73 | B | - | Higher trust (73 vs 57) |
| 10 | a16n | 73 | C | - | Higher trust (73 vs 57) |
| 11 | delip/PyTorchNLPBook | 73 | B | 2.1k | Higher trust (73 vs 57) |
| 12 | ai | 73 | B | 215 | Higher trust (73 vs 57) |
| 13 | anis-marrouchi/shadxn | 73 | B | 85 | Higher trust (73 vs 57) |
| 14 | AbuZar-Ansarii/Clawbot | 73 | B | 81 | Higher trust (73 vs 57) |
| 15 | ginto.ai | 73 | B | 11 | Higher trust (73 vs 57) |
Compare
- apple/embedding-atlas vs coo-quack/calc-mcp
- apple/embedding-atlas vs pathwaycom/llm-app
- apple/embedding-atlas vs MAXential-Thinking-MCP
- apple/embedding-atlas vs varun29ankuS/shodh-memory
- apple/embedding-atlas vs ctx-sys
FAQ
What are the best alternatives to apple/embedding-atlas?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from apple/embedding-atlas?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank apple/embedding-atlas alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.