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Spiral Scout: Production AI Systems & Software Engineering
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Ilayer
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Codiste
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Arize — AI & Agent Engineering
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0state
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AI Builder Club
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faros.ai
Faros AI
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SoluteLabs
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Zen van Riel - Senior AI Engineer
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AUI (Augmented Intelligence)
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Galileo
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Dextra Labs
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Ascendion: AI\-Native Software Engineering Services
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OrangeLoops
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Mo Moustafa
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Aktagon – AI products for healthcare and finance
documentation Healthcare AI and machine learning +1
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buildfastwithai.com
Build Fast with AI
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Lumenova AI: Making AI ethical, transparent, and compliant
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Awesome Agents
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✓
mindster.com
Mindster: Enterprise AI, Agentic Solutions \& Full\-Stack Product Engineering
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48
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guild.ai
Guild.ai
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46
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gaper.io
Gaper
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45
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Daffodil Software: Custom Software Engineering Services
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alice.io
Alice
documentation Cybersecurity AI and machine learning
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AE Studio
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andabove.com
&above
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ninjatech.ai
NinjaTech AI Website Directory llms.txt
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HyprForge
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Devox Software
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make.com
Make
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Namish Saxena
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StackGen
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Expertise AI
documentation Marketing AI agents and MCP
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58
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Snorkel AI
documentation AI and machine learning Data and analytics
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sshh.io
Shrivu Shankar
documentation AI and machine learning Personal sites and blogs
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53
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Louis-François Bouchard, aka What's AI
documentation AI and machine learning Education +1
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a.team
documentation AI and machine learning
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50
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webriq.com
https://www.webriq.com
documentation Industry and manufacturing Marketing +1
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46
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promptzone.com
PromptZone - AI Prompts, Guides and Tools for Builders
interface AI and machine learning Community
51
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✓
sfeir.com
SFEIR
documentation AI and machine learning
FR
48
✓
qubika.com
Qubika
documentation AI and machine learning Cybersecurity +2
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48
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bito.ai
Bito
documentation Developer tools AI agents and MCP +1
US
52
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delight.ai
Delight AI
documentation AI and machine learning
57
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✓
ibl.ai
ibl.ai
documentation AI and machine learning Developer tools +4
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51
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✓
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Alice Labs
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51
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✓
armakuni.com
Armakuni
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46
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lightrun.com
Lightrun: Let Your Engineering AI Agents Finally Ask Production Anything
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50
✓
evokesecurity.com
Evoke Security
documentation AI and machine learning Cybersecurity +1
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50
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✓
qburst.com
QBurst
documentation Healthcare Industry and manufacturing +2
IN
53
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✓
coilysiren.me
Kai Ase Siren
documentation AI agents and MCP Personal sites and blogs
50
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sinequa.com
Sinequa by ChapsVision
documentation AI and machine learning AI agents and MCP
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51
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brilworks.com
Brilworks
documentation AI and machine learning Data and analytics
46
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codeconductor.ai
CodeConductor
documentation Developer tools AI agents and MCP
51
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✓
nibzard.com
Nibzard
documentation Personal sites and blogs
50
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✓
indium.tech
Indium
documentation AI and machine learning
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47
✓
inkeep.com
Inkeep
documentation AI and machine learning Business software
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55
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✓
onereach.ai
OneReach: No\-code platform for orchestrating AI agents
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US
60
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floatbot.ai
Floatbot.AI — llms.txt
documentation AI and machine learning Communications
50
✓
proveai.com
Prove AI
informational AI and machine learning AI agents and MCP +1
US
47
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zymr.com
Zymr
documentation Cybersecurity Finance and payments +3
US
46
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writer.com
WRITER: The enterprise AI platform for agentic work
documentation AI and machine learning Business software
63
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diffco.us
Diffco
documentation Developer tools AI and machine learning +1
US
46
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allcode.com
AllCode
informational AI and machine learning
49
✓
✓
invideo.io
invideo
interface AI and machine learning Media
59
✓
deepset.ai
deepset
documentation AI and machine learning AI agents and MCP +1
US
59
✓
straiker.ai
Straiker
documentation AI and machine learning Cybersecurity +1
US
50
✓
adenhq.com
Aden | Scale AI agents profitably
documentation AI and machine learning AI agents and MCP
US
46
✓
aiidelist.com
AI IDE List
documentation AI and machine learning Developer tools +1
47
✓
squadstack.ai
SquadStack
documentation AI and machine learning Finance and payments +3
US
47
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newgenapps.com
NewGenApps
documentation AI and machine learning
47
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✓
leanware.co
Leanware
documentation Developer tools
48
✓
sparkouttech.com
Ai agent & Cross Platform Development Company | Sparkout Tech Solutions
informational AI and machine learning Developer tools +1
47
✓
trigent.com
Trigent Software
documentation AI and machine learning Developer tools +1
US
51
✓
✓
s-pro.io
S-PRO
documentation AI and machine learning Developer tools +2
55
✓
✓
strandsagents.com
Strands Agents
documentation AI and machine learning AI agents and MCP +2
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60
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✓
raftlabs.com
RaftLabs
documentation AI and machine learning Business software
US
51
✓
✓
azumo.com
Azumo
documentation Developer tools AI and machine learning
US
52
✓
h2o.ai
H2O AI
documentation AI and machine learning AI agents and MCP
61
✓
anadea.info
Anadea
documentation Developer tools Business software +1
DE
49
✓
vocso.com
VOCSO Technologies
documentation AI and machine learning Business software
US
47
✓
helply.com
Helply
interface AI and machine learning Business software
US
60
✓
duplocloud.com
DuploCloud
documentation AI and machine learning AI agents and MCP +1
US
51
✓
symphony-solutions.com
Symphony Solutions
documentation AI and machine learning Data and analytics +3
DE
52
✓
dac.digital
DAC\.digital: Agentic AI development\. Secure, compliant and scalable\.
documentation AI and machine learning Developer tools +1
46
✓
hyscaler.com
HyScaler
documentation AI and machine learning
52
✓
ciklum.com
Ciklum
informational AI and machine learning Business software
NL
52
✓
intellectyx.com
Intellectyx: We deliver production\-ready, industry\-specific Agentic AI solutions that integrate with existing enterprise systems and produce measurable business outcomes\.
documentation AI and machine learning Business software
US
48
✓
angularminds.com
Angular Minds
documentation Developer tools AI and machine learning
47
✓
harmony.io
Harmony
documentation AI and machine learning Business software +1
US
47
✓
fortegrp.com
Forte Group
documentation Business software AI and machine learning
US
48
✓
seasiainfotech.com
Seasia Infotech
documentation AI and machine learning Data and analytics +1
US
48
✓
cloudkitect.com
Cloudkitect: Launch Secure AI in Your Cloud
documentation Data and analytics Developer tools +3
US
46
✓
bayone.com
BayOne
documentation Productivity AI and machine learning +2
US
46
✓
pydantic.dev
Pydantic
interface AI agents and MCP Developer tools +1
66
✓
✓
appliedlabs.ai
Applied Labs
documentation AI and machine learning AI agents and MCP
US
46
✓
kanerika.com
Kanerika
documentation Data and analytics Healthcare +4
52
✓
codingscape.com
Codingscape
informational
US
46
✓
htec.com
HTEC
informational AI and machine learning
US
51
✓
oscilar.com
Oscilar: The first AI Risk Decisioning™ Platform
documentation AI and machine learning Finance and payments +1
62
✓
✓
entrans.ai
Entrans Technologies
documentation AI and machine learning Business software
US
46
✓
mkennedy.codes
Michael Kennedy's Blog
documentation Personal sites and blogs Developer tools
US
47
✓
mindstudio.ai
MindStudio
documentation AI and machine learning AI agents and MCP +1
US
60
✓
hatchworks.com
HatchWorks AI
documentation AI and machine learning
US
51
✓
rtslabs.com
RTS Labs
informational AI and machine learning Data and analytics
US
50
✓
✓
codecondo.com
Web Development & Technology Resources
documentation Developer tools
FR
48
✓
buzzclan.com
BuzzClan
documentation AI and machine learning Data and analytics +1
US
47
✓
upx.com
UPX
documentation AI and machine learning Cybersecurity +1
US
51
✓
✓
kore.ai
Kore.ai
documentation AI and machine learning AI agents and MCP +1
60
✓
dailybot.com
Dailybot
interface AI and machine learning Productivity +2
US
52
✓
✓
vespa.ai
Vespa\.ai
documentation AI and machine learning Data and analytics +1
53
✓
straive.com
Straive
documentation Business software AI and machine learning +1
CA
57
✓
prophetsecurity.ai
Prophet Security
documentation AI and machine learning Cybersecurity +1
US
49
✓
datagrid.com
Datagrid
interface AI and machine learning AI agents and MCP
US
50
✓
kitelytech.com
KitelyTech
documentation Data and analytics Infrastructure +1
US
50
✓
✓
bolna.ai
Bolna
interface AI and machine learning Communications +1
US
46
✓
joinoasis.com
Oasis HQ
documentation AI and machine learning AI agents and MCP +1
US
50
✓
✓
neoito.com
NeoITO
documentation Business software AI and machine learning
47
✓
xavor.com
Xavor Corporation: Engineering the Now
documentation Business software
US
47
✓
ninetwothree.co
NineTwoThree AI Studio
documentation AI and machine learning Productivity
US
48
✓
dataforest.ai
DATAFOREST
informational AI and machine learning Data and analytics +2
49
✓
talentica.com
Talentica Software
documentation AI and machine learning
47
✓
✓
aiagent.app
AI Agent
interface AI and machine learning Marketing +2
51
✓
✓
dynatechconsultancy.com
DynaTech Systems
documentation AI and machine learning Data and analytics +3
US
48
✓
eightfold.ai
Eightfold: AI Powered Talent Intelligence Platform
documentation Recruiting and careers AI and machine learning
62
✓
livewyer.io
LiveWyer
documentation Infrastructure AI and machine learning
46
✓
duet.so
Duet
documentation AI and machine learning
US
50
✓
✓
repello.ai
Repello AI
interface AI and machine learning Cybersecurity
US
47
✓
avo.app
Avo
documentation AI and machine learning Data and analytics
US
64
✓
✓
adversa.ai
Adversa AI
documentation Cybersecurity AI and machine learning +1
52
✓
aubergine.co
Aubergine Solutions
documentation Design Developer tools +3
US
47
✓
agiliway.com
Agiliway
documentation AI and machine learning Developer tools +1
47
✓
aimresearch.co
AIM Research
informational AI and machine learning Data and analytics
55
✓
✓
2389.ai
2389 Research, Inc
documentation AI and machine learning AI agents and MCP +1
DE
45
✓
✓
hellotars.com
Tars - AI Agents for Customer Experience Automation
interface AI and machine learning AI agents and MCP +2
US
56
✓
✓
wearewarp.com
Warp — Freight API, MCP Server, and Instant Quote-and-Book Tool
interface Logistics and shipping AI agents and MCP +1
US
52
✓
✓
deduxer.studio
Deduxer
documentation AI and machine learning Design
US
46
✓
lavx.hu
LavX Managed Systems (LMS)
documentation Education AI and machine learning
HU
55
✓
✓
allganize.ai
Allganize
documentation AI and machine learning Industry and manufacturing +1
US
49
✓
a1qa.com
a1qa — AI-Powered Quality Engineering
documentation AI and machine learning Developer tools
48
✓
voiceaireview.com
Voice AI Review
informational AI and machine learning
45
✓
✓
baufest.com
Baufest
documentation Business software AI and machine learning
US
46
✓
projectpro.io
ProjectPro: Real-World Hands-On AI, Data Science, and Data Engineering Projects for Data Professionals
documentation Data and analytics AI and machine learning +1
US
51
✓
appinventiv.com
Core services
documentation AI and machine learning Developer tools +1
52
✓
plivo.com
Plivo
interface Communications AI and machine learning +1
59
✓
sim.ai
Sim
interface AI and machine learning AI agents and MCP
US
54
✓
✓
jploft.com
JPLoft
documentation Developer tools AI and machine learning +1
55
✓
✓
orq.ai
Orq.ai
interface AI and machine learning AI agents and MCP +1
CA
54
✓
✓
softprodigy.com
SoftProdigy
documentation AI and machine learning Data and analytics +2
US
46
✓
thesunflowerlab.com
Sunflower Lab
documentation Business software AI and machine learning
US
54
✓
✓
veza.com
Veza
documentation Cybersecurity Authentication and identity
US
50
✓
chipp.ai
Chipp AI
documentation AI and machine learning AI agents and MCP
50
✓
✓
ilert.com
ilert: AI-First end-to-end incident management platform
documentation AI and machine learning DevOps and observability
51
✓
rapidflare.ai
Rapidflare
documentation AI and machine learning AI agents and MCP +1
US
52
✓
✓
resolve.ai
Resolve AI
documentation AI and machine learning DevOps and observability +1
50
✓
getzowie.com
Zowie
documentation AI and machine learning AI agents and MCP +2
US
60
✓
mcp.so
MCP.so
documentation AI and machine learning AI agents and MCP +1
50
✓
✓
facets.cloud
Facets
documentation AI and machine learning Developer tools +2
US
47
✓
standout.work
Standout
interface Recruiting and careers
46
✓
camelai.com
camelAI
interface AI and machine learning AI agents and MCP +1
53
✓
✓
jackandjill.ai
Jack & Jill
documentation AI and machine learning Recruiting and careers
US
59
✓
✓
virtuals.io
Virtuals Protocol
documentation AI and machine learning AI agents and MCP +1
51
✓
softkraft.co
SoftKraft
documentation AI and machine learning Business software
US
48
✓
sigmacomputing.com
Sigma
documentation Data and analytics AI agents and MCP
US
60
✓
tredence.com
Tredence
documentation AI and machine learning Finance and payments +1
FR
52
✓
101blockchains.com
101 Blockchains
transactional Education Crypto and Web3
55
✓
thoughtly.com
Thoughtly
interface AI and machine learning Finance and payments +3
51
✓
✓
shogo.ai
Shogo AI
documentation AI and machine learning AI agents and MCP
47
✓
qovery.com
Qovery
documentation DevOps and observability Infrastructure
51
✓
metizsoft.com
Metizsoft Solutions
documentation AI and machine learning Ecommerce +3
51
✓
✓
valuelabs.com
ValueLabs
informational AI and machine learning Business software
CA
51
✓
✓
wisdom.ai
WisdomAI
interface AI and machine learning Data and analytics +1
NL
46
✓
iphtechnologies.com
IPH Technologies
informational AI and machine learning Developer tools +5
FR
46
✓
tripleminds.co
Triple Minds
documentation Automotive Ecommerce +1
48
✓
vocphone.com
VOCPhone: Voice over Cloud
transactional Marketing Communications +1
AU
47
✓
coval.ai
Coval
interface AI and machine learning DevOps and observability +1
US
47
✓
trigger.dev
Trigger.dev
documentation AI and machine learning AI agents and MCP +2
61
✓
✓
codacy.com
Codacy
documentation Cybersecurity Developer tools
60
✓
netural.com
Netural GmbH
informational AI and machine learning Business software
DE
49
✓
altimetrik.com
Altimetrik
documentation AI and machine learning Business software
47
✓
uplevelteam.com
Uplevel
documentation DevOps and observability Business software
US
46
✓
port.io
www.port.io
documentation Developer tools DevOps and observability +1
US
52
✓
mlflow.org
MLflow
interface AI and machine learning DevOps and observability +1
61
✓
skan.ai
LLM Content Index
documentation AI and machine learning
US
49
✓
brainbot.com
brainbot
documentation AI and machine learning AI agents and MCP
DE
47
✓
dbreunig.com
Drew Breunig
informational Personal sites and blogs AI and machine learning
US
53
✓
clootrack.com
Clootrack - AI Super Agent that drives real business outcomes from Voice of the Customer
interface Data and analytics AI and machine learning +1
US
49
✓
coworker.ai
Coworker
interface AI agents and MCP Business software
US
55
✓
✓
ttecdigital.com
TTEC Digital
documentation AI and machine learning Business software
US
48
✓
kajeet.dev
Kajeet SentinelOS — IoT Connectivity for Developers and AI Agents
interface Developer tools AI and machine learning +2
45
✓
✓
verygood.ventures
Very Good Ventures (VGV)
documentation AI and machine learning
51
✓
✓
multiqos.com
MultiQoS: Agentic AI, Data Engineering & Software Development
informational Developer tools AI and machine learning +3
US
48
✓
idealink.tech
Idea Link
documentation Developer tools Business software +1
US
47
✓
mia-platform.eu
Mia-Platform
documentation Developer tools DevOps and observability
IE
49
✓
onyx.app
Onyx AI
interface AI and machine learning AI agents and MCP
US
57
✓
elvex.com
elvex
documentation AI and machine learning AI agents and MCP
US
48
✓
exadel.com
Exadel: AI-Enabled Digital Engineering Services
documentation Business software AI and machine learning
53
✓
tfir.io
TFiR Media LLC
informational AI and machine learning Infrastructure +1
47
✓
thoughtmedia.com
Thought Media
informational AI and machine learning Infrastructure +2
48
✓
antino.com
Antino
documentation AI and machine learning
IN
48
✓
sembly.ai
Sembly AI
documentation AI and machine learning Marketing +2
53
✓
elsewhen.com
Elsewhen
documentation AI and machine learning AI agents and MCP
47
✓
mendral.com
Mendral
documentation DevOps and observability
51
✓
✓
dataland.io
Dataland
informational AI and machine learning Healthcare +1
48
✓
atlan.com
Atlan — The Context Layer for AI
documentation AI and machine learning Data and analytics +1
64
✓
✓
accionlabs.com
Empowering Businesses Through Innovative Transformation | Accion Labs
documentation Data and analytics Infrastructure +1
US
46
✓
neuefische.de
llms.txt for [neuefische.de](http://neuefische.de/)
documentation Developer tools Education
DE
50
✓
✓
inbenta.com
Inbenta
documentation AI and machine learning Marketing
US
58
✓
tribe.ai
Tribe AI
documentation AI and machine learning
US
47
✓
datmos.com
Datmos
informational Ecommerce
47
✓
futureagi.com
Future AGI
documentation AI and machine learning AI agents and MCP +1
51
✓
blink.new
Blink
documentation AI and machine learning AI agents and MCP +1
US
54
✓
✓
apptunix.com
Apptunix
documentation Developer tools AI and machine learning +1
51
✓
zenskar.com
Zenskar
documentation Finance and payments Business software
48
✓
unifygtm.com
Unify
interface AI and machine learning Marketing
51
✓
sdlccorp.com
SDLC Corp
informational Developer tools Gaming +2
51
✓
siena.cx
Siena AI
documentation AI and machine learning AI agents and MCP +1
NL
59
✓
respan.ai
Respan
documentation AI and machine learning DevOps and observability +1
US
49
✓
forasoft.com
Fora Soft
documentation AI and machine learning Communications
48
✓
godofprompt.ai
God of Prompt
transactional AI and machine learning
52
✓
irisagent.com
IrisAgent | AI Customer Support Automation Platform
interface Marketing Business software +1
US
51
✓
✓
geordie.ai
Geordie
documentation AI and machine learning AI agents and MCP +1
US
54
✓
moschip.com
MosChip: ASICs to AI Engineering
documentation AI and machine learning Industry and manufacturing
52
✓
✓
shortcut.com
Shortcut
transactional AI and machine learning Productivity +1
63
✓
✓
cofounder.co
Cofounder
interface AI and machine learning Business software +1
US
46
✓
asisteclick.com
AsisteClick
transactional Marketing Business software +2
50
✓
✓
kortix.com
Kortix
interface AI agents and MCP Developer tools
US
54
✓
✓
testmuai.com
TestMu AI (Formerly LambdaTest): Power Your Software Testing with AI and Cloud
interface AI and machine learning Developer tools +1
62
✓
✓
animaapp.com
Anima
interface Design Developer tools +1
58
✓
conversion.ai
Conversion
documentation AI and machine learning Marketing +1
59
✓
cabotsolutions.com
Cabot Technology Solutions
documentation Developer tools Healthcare +2
US
47
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