# Milvus and Zilliz Cloud API + MCP vs Qdrant API + MCP (slim)

> Qdrant API + MCP has a score of 75.3 (BB) against Milvus and Zilliz Cloud API + MCP's 57.5 (C). Both do db vector. The largest gap is security & auth, 30 points. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/milvus-zilliz-vs-qdrant.md (~1,650 tokens) · this version ~380 tokens · JSON https://www.anchorterminal.com/compare/milvus-zilliz-vs-qdrant.json · canonical https://www.anchorterminal.com/compare/milvus-zilliz-vs-qdrant
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Qdrant API + MCP has a score of 75.3 (BB) against Milvus and Zilliz Cloud API + MCP's 57.5 (C). Both do db vector. The largest gap is security & auth, 30 points.

- Milvus and Zilliz Cloud API + MCP: C 57.5, rank #293 of 452 · https://www.anchorterminal.com/tools/milvus-zilliz.min.md
- Qdrant API + MCP: BB 75.3, rank #37 of 452 · https://www.anchorterminal.com/tools/qdrant.min.md
- Pick Milvus and Zilliz Cloud API + MCP for reliability (+5), payments & pricing (+5). Pick Qdrant API + MCP for schema & documentation (+18), agent ergonomics (+25), security & auth (+30), transparency & trust (+14).

| Category | Milvus and Zilliz Cloud API + MCP | Qdrant API + MCP |
| --- | --- | --- |
| Reliability (16%) | 85 | 80 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 69 | 87 |
| Agent ergonomics (13%) | 62 | 87 |
| Security & auth (14%) | 53 | 83 |
| Payments & pricing (10%) | 35 | 30 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 85 | 85 |
| Transparency & trust (7%) | 70 | 84 |