10,931
Tools tracked
92% 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.
| 0 |
| ★2.3(3) |
| — |
| 0 |
| — |
| Open Sourcefrom $19.99/mo |
| 2 |  TavilySearch & Research2/3 | 18 Top 50% #155 in Search & Research | Traffic0 GitHub10 Community8 Momentum0 | 1.5M | ★5.0(2) | 15 | 0 | 4 | Freemiumfrom $0.008/mo |
| 3 |  PhonePi MCPSearch & Research2/3 | 20 Top 25% #121 in Search & Research | Traffic8 GitHub0 Community10 Momentum0 | 1.3K | ★3.4(5) | 35 | 0 | — | Paid |
| 4 |  Wordlift — AI SEO ToolSearch & Research2/3 | 25 Top 10% #52 in Search & Research | Traffic0 GitHub40 Community14 Momentum0 | 61.2K | — | 112 | 0 | 1 | Freemiumfrom €799/yr |
| 5 |  AI EditorSearch & Research2/3 | 29 Top 10% #34 in Search & Research | Traffic26 GitHub10 Community21 Momentum12 | 865 | — | 1.8K | 0 | — | open-source |
| 6 |  Milvus — AI Vector DatabaseSearch & Research1/3 | 30 Top 5% #29 in Search & Research | Traffic22 GitHub0 Community8 Momentum67 | 583.3K | — | — | 2 | 2 | — |
| 7 |  Weaviate — AI Vector DatabaseSearch & Research2/3 | 32 Top 5% #25 in Search & Research | Traffic13 GitHub60 Community32 Momentum20 | 137.9K | ★1.0(1) | 16.8K | 0 | 1 | Open Sourcefrom $45/mo |
| 8 |  Deta Surf — AI BrowserSearch & Research2/3 | 35 Top 5% #20 in Search & Research | Traffic21 GitHub40 Community23 Momentum24 | 19.3K | — | 3.5K | 0 | — | open-source |
| 9 |  Scribbr — AI Content DetectorSearch & Research1/3 | 37 Top 5% #14 in Search & Research 12.0 | Traffic17 GitHub0 Community5 Momentum50 | 7.3M | ★5.0(2) | — | 1 | 5 | Open Sourcefrom $8.33/mo |
| 10 |  GPT ResearcherSearch & Research2/3 | 38 Top 2% #12 in Search & Research | Traffic20 GitHub60 Community29 Momentum22 | 18.1K | ★1.0(2) | 29.1K | 0 | — | Free |
| 11 |  INK — AI Writing AssistantSearch & Research2/3 | 39 Top 2% #11 in Search & Research 18.0 | Traffic15 GitHub10 Community24 Momentum100 | 9.1K | — | 1.3K | 1 | — | Open Sourcefrom $1/mo |
| 12 |  VectorizeSearch & Research3/3 | 45 Top 1% #3 in Search & Research | Traffic14 GitHub63 Community53 Momentum20 | 146.4K | ★3.2(6) | 21K | 0 | 2 | freemiumfrom $0.25 |
10,931
Tools tracked
92% have a score
338
Open source
3% of total
10,099
Scored this week
From the daily recompute cron
474
Categories
Across the catalog