# Qdrant API + MCP vs Weaviate API + MCP (slim)

> Qdrant API + MCP has a score of 75.3 (BB) against Weaviate API + MCP's 68.2 (B). Both do db vector. The largest gap is reliability, 45 points. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/qdrant-vs-weaviate.md (~1,550 tokens) · this version ~330 tokens · JSON https://www.anchorterminal.com/compare/qdrant-vs-weaviate.json · canonical https://www.anchorterminal.com/compare/qdrant-vs-weaviate
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-05

Qdrant API + MCP has a score of 75.3 (BB) against Weaviate API + MCP's 68.2 (B). Both do db vector. The largest gap is reliability, 45 points.

- Qdrant API + MCP: BB 75.3, rank #37 of 452 · https://www.anchorterminal.com/tools/qdrant.min.md
- Weaviate API + MCP: B 68.2, rank #131 of 452 · https://www.anchorterminal.com/tools/weaviate.min.md
- Pick Qdrant API + MCP for reliability (+45), schema & documentation (+5), transparency & trust (+13). Pick Weaviate API + MCP for agent ergonomics (+5), payments & pricing (+10), maintenance & community (+5).

| Category | Qdrant API + MCP | Weaviate API + MCP |
| --- | --- | --- |
| Reliability (16%) | 80 | 35 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 87 | 82 |
| Agent ergonomics (13%) | 87 | 92 |
| Security & auth (14%) | 83 | 79 |
| Payments & pricing (10%) | 30 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 85 | 90 |
| Transparency & trust (7%) | 84 | 71 |