Live observational intelligence
Known bot directory
Explore bot identities observed across real-world web traffic. Each record shows a real, recently observed user-agent string together with sightings from sites, request activity, variants, and source networks.
Threat intel index
All known bots
Bot identities are ordered by their most recent observation.
Showing 121–144 of 2,233 known bots
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Bot identity #22,402
mozilla/5.0 (compatible; vlmdataresearch/1.0)
Latest observed user-agentmozilla/5.0 (compatible; vlmdataresearch/1.0)- Observed requests
- 12
- Sites
- 2
- Networks
- 1
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Latest observed user-agent
modelcontextprotocol/1.0 (autonomous; +https://github.com/modelcontextprotocol/servers)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #9,051
pronto-stream/1.0 (contact@pronto.stream)
Latest observed user-agentpronto-stream/1.0 (contact@pronto.stream)- Observed requests
- 24
- Sites
- 1
- Networks
- 12
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Bot identity #4,262
mozilla/5.0 (compatible; fofa-anything/1.0)
Latest observed user-agentmozilla/5.0 (compatible; fofa-anything/1.0)- Observed requests
- 45
- Sites
- 5
- Networks
- 3
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Bot identity #18,762
shopifydomainscanner/2.0 (+dataset classification)
Latest observed user-agentshopifydomainscanner/2.0 (+dataset classification)- Observed requests
- 2
- Sites
- 1
- Networks
- 1
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Bot identity #1,312
monitor-telegram-clone-realtime/1.0
Latest observed user-agentmonitor-telegram-clone-realtime/1.0- Observed requests
- 14
- Sites
- 14
- Networks
- 3
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Latest observed user-agent
mozilla/5.0 (macintosh; intel mac os x 10_10_1) applewebkit/600.2.5 (khtml, like gecko) version/8.0.2 safari/600.2.5 (applebot/0.1; +http://www.apple.com/go/applebot)- Observed requests
- 56
- Sites
- 3
- Networks
- 15
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Bot identity #21,217
republicresearch/3.0 (+https://auvralabs.com; public company-data verification)
Latest observed user-agentrepublicresearch/3.0 (+https://auvralabs.com; public company-data verification)- Observed requests
- 13
- Sites
- 8
- Networks
- 2
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Latest observed user-agent
mozilla compatible yahoo slurp http help yahoo help ysearch slurp sieve crawler production- Observed requests
- 0
- Sites
- 1
- Networks
- 0
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Bot identity #23,541
nacos server
Latest observed user-agentnacos server- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #23,540
wms macintosh intel x applewebkit khtml like gecko chrome safari
Latest observed user-agentwms macintosh intel x applewebkit khtml like gecko chrome safari- Observed requests
- 2
- Sites
- 1
- Networks
- 2
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Bot identity #698
cmsscaner/net8
Latest observed user-agentcmsscaner/net8- Observed requests
- 42
- Sites
- 19
- Networks
- 6
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Bot identity #291
aiwebindex/2.0 (+https://lyrenth.com/bot; ai-readable web index)
Latest observed user-agentaiwebindex/2.0 (+https://lyrenth.com/bot; ai-readable web index)- Observed requests
- 150
- Sites
- 19
- Networks
- 7
-
Bot identity #2,797
mozilla/5.0 (compatible; odin; https://docs.getodin.com/)
Latest observed user-agentmozilla/5.0 (compatible; odin; https://docs.getodin.com/)- Observed requests
- 124
- Sites
- 5
- Networks
- 36
-
Bot identity #21,143
mozilla/5.0+(compatible; uptimerobot/2.0; http://www.uptimerobot.com/)
Latest observed user-agentmozilla/5.0+(compatible; uptimerobot/2.0; http://www.uptimerobot.com/)- Observed requests
- 4
- Sites
- 1
- Networks
- 2
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Bot identity #19,052
mozilla/5.0 (compatible; leadpipelinebot/1.0; +https://www.swiss-market-radar.ch)
Latest observed user-agentmozilla/5.0 (compatible; leadpipelinebot/1.0; +https://www.swiss-market-radar.ch)- Observed requests
- 4
- Sites
- 2
- Networks
- 1
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Latest observed user-agent
mozilla/5.0 (compatible; senderbot/1.0; sender online marketing gmbh; +https://sender-marketing.de/bot)- Observed requests
- 4
- Sites
- 1
- Networks
- 1
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Bot identity #4,533
rankshiftfetcher/1.0 (+https://rankshift.ai)
Latest observed user-agentrankshiftfetcher/1.0 (+https://rankshift.ai)- Observed requests
- 6
- Sites
- 3
- Networks
- 2
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Bot identity #23,521
mwmbl/0.2.0 (https://github.com/mwmbl/mwmbl/ contact dev@agalmic.ltd)
Latest observed user-agentmwmbl/0.2.0 (https://github.com/mwmbl/mwmbl/ contact dev@agalmic.ltd)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #2,965
mozilla/5.0 (wordpress cms scanner)
Latest observed user-agentmozilla/5.0 (wordpress cms scanner)- Observed requests
- 33
- Sites
- 25
- Networks
- 8
-
Bot identity #21,363
mozilla/5.0 (compatible; sorties34-discovery/1.0; +contact@sorties-herault.fr)
Latest observed user-agentmozilla/5.0 (compatible; sorties34-discovery/1.0; +contact@sorties-herault.fr)- Observed requests
- 2
- Sites
- 1
- Networks
- 1
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Bot identity #23,514
siteanalyzerbot/4.0; +https://site-analyzer.pro/
Latest observed user-agentsiteanalyzerbot/4.0; +https://site-analyzer.pro/- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Latest observed user-agent
mozilla/5.0 (windows nt 10.0; win64; x64) applewebkit/537.36 (khtml, like gecko) chrome/135.0.0.0 safari/537.36 isscyberriskcrawler/4.1.1.dev1+g5e9309d- Observed requests
- 41
- Sites
- 4
- Networks
- 28
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- Observed requests
- 23
- Sites
- 1
- Networks
- 17
About the directory
Built from normalized observations
Slothstorm groups minor versions and raw user-agent variations under a stable bot identity while displaying a real, recently observed user-agent for each record. Counts reflect telemetry processed by the platform and may grow as new traffic and network resolutions arrive.