10,499
Tools tracked
91% have a score
12 search & research tools ranked daily by real signals — traffic, GitHub stars, AI assistant referrals, user reviews. Click through for pricing, alternatives, and per-tool deltas.
Search & Research
Weaviate — AI Vector Database
Top 1%Bring AI-native applications to life with less hallucination, data leakage, and vendor lock-in
Search & Research
Vectorize
Top 2%AI Agent Memory Platform. Give your AI agents persistent memory that learns, recalls, and reflects.
Milvus — AI Vector Database
10,499
Tools tracked
91% have a score
338
Open source
3% of total
9,559
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474
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