◉The Open Source Drop
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◉The Open Source Drop
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Browse by category, discover top-ranked tools, and compare side by side.

🤖 AI & Machine Learning🌐 Web & Frontend⚙️ Infrastructure & DevOps🗄️ Data & Storage🔧 Developer Tools🔒 Security & Auth📊 Observability🏠 Self-Hosted & Apps
🤖

AI & Machine Learning

gsd-2 76.4autoresearch 75.3flash-moe 62.2
87 tools · 7 categories

Top Ranked

#1
gsd-2
4.4k★76.4
#2
autoresearch
3.2k★75.3
#3
flash-moe
3.3k★62.2
#4
AutoResearchClaw
10.3k★62.1
#5
claude-peers-mcp
1.7k★61.3
AI Agent Tools 29AI/ML 18AI Research 12AI Agent Frameworks 11LLM Inference 10Vector Databases 4AI Coding 3
AI Agent Tools29 tools →
everything-claude-codegstackcc-switchgooseLibreChat
+24 more
everything-claude-codegstackcc-switchgooseLibreChat+24 more
AI/ML18 tools →
TransformersGradioLiteLLMRayopenai-python
+13 more
TransformersGradioLiteLLMRayopenai-python+13 more
AI Research12 tools →
tinyrenderercs249r_bookAutoResearchClawcanvas-lmsAuto-claude-code-research-in-sleep
+7 more
tinyrenderercs249r_bookAutoResearchClawcanvas-lmsAuto-claude-code-research-in-sleep+7 more
AI Agent Frameworks11 tools →
langchainAutoGenCrewAILangGraphHaystack
+6 more
langchainAutoGenCrewAILangGraphHaystack+6 more
LLM Inference10 tools →
ollamaOpen WebUIllama.cppvLLMtext-generation-webui
+5 more
ollamaOpen WebUIllama.cppvLLMtext-generation-webui+5 more
Vector Databases4 tools →
MilvusQdrantChromaWeaviate
MilvusQdrantChromaWeaviate
AI Coding3 tools →
clineaiderclaurst
clineaiderclaurst
🌐

Web & Frontend

Astro 27.8Spring Boot 26.5Hono 26.4
57 tools · 7 categories

Top Ranked

#1
Astro
58.1k★27.8
#2
Spring Boot
80.3k★26.5
#3
Hono
29.7k★26.4
#4
got
14.9k★26.2
#5
Qwik
22.0k★26.1
Web Frameworks 24Static Site Generators 8UI Components 73D Graphics 5Frontend/UI 5HTTP Client 4Web Scraping 4
Web Frameworks24 tools →
next.jsFastAPIGinDjangoSvelte
+19 more
next.jsFastAPIGinDjangoSvelte+19 more
Static Site Generators8 tools →
HugoEleventyvitepressPelicanmetalsmith
+3 more
HugoEleventyvitepressPelicanmetalsmith+3 more
UI Components7 tools →
LucideflowbiteBlazoriseuiDevExtreme
+2 more
LucideflowbiteBlazoriseuiDevExtreme+2 more
3D Graphics5 tools →
Three.jsLottieblenderorillusionzeno
Three.jsLottieblenderorillusionzeno
Frontend/UI5 tools →
Tailwind CSSUnoCSSRedux Toolkitflipofftiny-vue
Tailwind CSSUnoCSSRedux Toolkitflipofftiny-vue
HTTP Client4 tools →
Axioskygotsling
Axioskygotsling
Web Scraping4 tools →
ScrapybrowserCrawleecrawlee-python
ScrapybrowserCrawleecrawlee-python
⚙️

Infrastructure & DevOps

floci 41.3Rancher 29.6kubernetes 28.4
74 tools · 14 categories

Top Ranked

#1
floci
2.6k★41.3
#2
Rancher
25.5k★29.6
#3
kubernetes
121.5k★28.4
#4
Nomad
16.4k★27.4
#5
Coolify
52.6k★27.1
Networking 14Container Orchestration 9Kubernetes Tools 9Infrastructure as Code 8Deployment/PaaS 6Container Tools 4API Gateway 4CI/CD 4Service Mesh 3Reverse Proxy 3Serverless 3Feature Flags 3Workflow Automation 2Web Servers 2
Networking14 tools →
frpTraefikHeadscaleAdGuard HomeTailscale
+9 more
frpTraefikHeadscaleAdGuard HomeTailscale+9 more
Container Orchestration9 tools →
kubernetescomposeK3sPodmanDockge
+4 more
kubernetescomposeK3sPodmanDockge+4 more
Kubernetes Tools9 tools →
k9sHelmRancherCiliumIngress NGINX
+4 more
k9sHelmRancherCiliumIngress NGINX+4 more
Infrastructure as Code8 tools →
AnsibleterraformOpenTofuPulumiPacker
+3 more
AnsibleterraformOpenTofuPulumiPacker+3 more
Deployment/PaaS6 tools →
CoolifyDokkuCapRoverflocizane-ops
+1 more
CoolifyDokkuCapRoverflocizane-ops+1 more
Container Tools4 tools →
DivePortainerColimaHarbor
DivePortainerColimaHarbor
API Gateway4 tools →
KongAPISIXtykemissary
KongAPISIXtykemissary
CI/CD4 tools →
JenkinsArgoCDDaggerWoodpecker
JenkinsArgoCDDaggerWoodpecker
Service Mesh3 tools →
IstioConsulLinkerd
IstioConsulLinkerd
Reverse Proxy3 tools →
Nginx Proxy Manageryarpzoraxy
Nginx Proxy Manageryarpzoraxy
Serverless3 tools →
OpenFaaSserverless-step-functionsfunctions-framework-dart
OpenFaaSserverless-step-functionsfunctions-framework-dart
Feature Flags3 tools →
UnleashGrowthBookFlagsmith
UnleashGrowthBookFlagsmith
Workflow Automation2 tools →
n8nArgo Workflows
n8nArgo Workflows
Web Servers2 tools →
CaddyNginx
CaddyNginx
🗄️

Data & Storage

Prefect 28.0Polars 27.1Drizzle ORM 26.9
86 tools · 9 categories

Top Ranked

#1
Prefect
22.0k★28.0
#2
Polars
38.0k★27.1
#3
Drizzle ORM
33.6k★26.9
#4
SurrealDB
31.8k★26.5
#5
PocketBase
57.4k★26.4
Databases 39Data Processing 12Analytics 9Data Visualization 7Cloud Storage 6Search Engines 4Backup 3Storage 3Message Queues 3
Databases39 tools →
SupabaseRedisNocoDBPocketBaseetcd
+34 more
SupabaseRedisNocoDBPocketBaseetcd+34 more
Data Processing12 tools →
SparkZodPolarsKafkaFlink
+7 more
SparkZodPolarsKafkaFlink+7 more
Analytics9 tools →
SupersetMetabaseUmamiPostHogPlausible
+4 more
SupersetMetabaseUmamiPostHogPlausible+4 more
Data Visualization7 tools →
D3Chart.jsEChartsStreamlitMapbox GL JS
+2 more
D3Chart.jsEChartsStreamlitMapbox GL JS+2 more
Cloud Storage6 tools →
SyncthingMinIORcloneNextcloudFileBrowser
+1 more
SyncthingMinIORcloneNextcloudFileBrowser+1 more
Search Engines4 tools →
MeilisearchTypesenseSonicZincSearch
MeilisearchTypesenseSonicZincSearch
Backup3 tools →
ResticDuplicatiBorgBackup
ResticDuplicatiBorgBackup
Storage3 tools →
SeaweedFSminio-gostorage
SeaweedFSminio-gostorage
Message Queues3 tools →
PulsarRabbitMQRedpanda
PulsarRabbitMQRedpanda
🔧

Developer Tools

Recordly 79.7opencli 76.7Understand-Anything 53.1
111 tools · 13 categories

Top Ranked

#1
Recordly
5.2k★79.7
#2
opencli
13.1k★76.7
#3
Understand-Anything
7.8k★53.1
#4
ppt-master
3.7k★49.5
#5
sem
1.2k★46.6
Documentation 18Testing 14Build Tools 13Terminal/CLI 12Developer Tools 10Internationalization 10Package Managers 8API Testing 6Code Editors 5Git Tools 5Linting 5Developer Experience 3Runtime/Engine 2
Documentation18 tools →
MermaidAppFlowyDocusaurusMemospdf.js
+13 more
MermaidAppFlowyDocusaurusMemospdf.js+13 more
Testing14 tools →
PuppeteerStorybookPlaywrightCypressJest
+9 more
PuppeteerStorybookPlaywrightCypressJest+9 more
Build Tools13 tools →
ViteRuffesbuildllvm-projectSWC
+8 more
ViteRuffesbuildllvm-projectSWC+8 more
Terminal/CLI12 tools →
ripgrepbatStarshipHelixNushell
+7 more
ripgrepbatStarshipHelixNushell+7 more
Developer Tools10 tools →
postiz-appmaple-fontchromiumreact-pdfSponsorBlock
+5 more
postiz-appmaple-fontchromiumreact-pdfSponsorBlock+5 more
Internationalization10 tools →
FormatJSreact-i18nexti18nextweblatejs-lingui
+5 more
FormatJSreact-i18nexti18nextweblatejs-lingui+5 more
Package Managers8 tools →
uvHomebrewpnpmnixpkgsNix
+3 more
uvHomebrewpnpmnixpkgsNix+3 more
API Testing6 tools →
HoppscotchBrunoInsomniathunder-client-supportinsomnia-mockbin
+1 more
HoppscotchBrunoInsomniathunder-client-supportinsomnia-mockbin+1 more
Code Editors5 tools →
VS CodeNeovimZedLapcevim-lsp
VS CodeNeovimZedLapcevim-lsp
Git Tools5 tools →
lazygitdeltaOneDevsemgit-machete
lazygitdeltaOneDevsemgit-machete
Linting5 tools →
PrettierShellCheckESLintsonarqubeqlty
PrettierShellCheckESLintsonarqubeqlty
Developer Experience3 tools →
Understand-AnythingRecordlyppt-master
Understand-AnythingRecordlyppt-master
Runtime/Engine2 tools →
DenoBun
DenoBun
🔒

Security & Auth

nono 51.1darksword-kexploit 45.2zeroboot 38.1
33 tools · 2 categories

Top Ranked

#1
nono
1.6k★51.1
#2
darksword-kexploit
1.2k★45.2
#3
zeroboot
2.1k★38.1
#4
fence
594★30.0
#5
ZITADEL
13.4k★28.5
Security 24Auth 9
Security24 tools →
VaultwardenPi-holeVaultTrivyGitleaks
+19 more
VaultwardenPi-holeVaultTrivyGitleaks+19 more
Auth9 tools →
AutheliaPassportAuthentikSuperTokensoauth2-proxy
+4 more
AutheliaPassportAuthentikSuperTokensoauth2-proxy+4 more
📊

Observability

Crucix 54.6Grafana 29.7SigNoz 28.2
24 tools · 2 categories

Top Ranked

#1
Crucix
8.4k★54.6
#2
Grafana
73.0k★29.7
#3
SigNoz
26.4k★28.2
#4
Uptrace
4.2k★26.1
#5
pyrra
1.5k★22.0
Monitoring 19Observability 5
Monitoring19 tools →
Uptime KumaNetdataGrafanaPrometheusSentry
+14 more
Uptime KumaNetdataGrafanaPrometheusSentry+14 more
Observability5 tools →
LokiVectorFluentdopentelemetry-ebpf-profileropentelemetry-java-instrumentation
LokiVectorFluentdopentelemetry-ebpf-profileropentelemetry-java-instrumentation
🏠

Self-Hosted & Apps

app-store-preflight-skills 40.8Airflow 30.9Ghost 29.9
107 tools · 23 categories

Top Ranked

#1
app-store-preflight-skills
1.0k★40.8
#2
Airflow
44.9k★30.9
#3
Ghost
52.4k★29.9
#4
Windmill
16.1k★29.0
#5
NATS
19.5k★28.5
Communication 19Scheduling 9Game Engines 7CMS 7Background Jobs 6Mobile Development 5Internal Tools 5Design Resources 5Desktop Frameworks 4Media Processing 4Email 4Forms 4Design Tools 3Project Management 3Image Processing 3Productivity 3Blockchain Development 3Billing 3Mobile Frameworks 2Home Automation 2Media Servers 2CRM 2E-commerce 2
Communication19 tools →
Socket.IORocket.ChatNovuMattermostChatwoot
+14 more
Socket.IORocket.ChatNovuMattermostChatwoot+14 more
Scheduling9 tools →
AirflowCal.comxxl-jobTemporalDagster
+4 more
AirflowCal.comxxl-jobTemporalDagster+4 more
Game Engines7 tools →
GodotBevyGDevelopcocos-enginemtasa-blue
+2 more
GodotBevyGDevelopcocos-enginemtasa-blue+2 more
CMS7 tools →
StrapiGhostPayloadDirectusemdash
+2 more
StrapiGhostPayloadDirectusemdash+2 more
Background Jobs6 tools →
CeleryWindmillSidekiqagendaBullMQ
+1 more
CeleryWindmillSidekiqagendaBullMQ+1 more
Mobile Development5 tools →
ExpoandroidxCodenameOneFabulousapp-store-preflight-skills
ExpoandroidxCodenameOneFabulousapp-store-preflight-skills
Internal Tools5 tools →
AppsmithToolJetRefineBudibasevue-pure-admin
AppsmithToolJetRefineBudibasevue-pure-admin
Design Resources5 tools →
Tabler IconsInterJetBrains Monobeautiful-web-typevscode-codicons
Tabler IconsInterJetBrains Monobeautiful-web-typevscode-codicons
Desktop Frameworks4 tools →
ElectronTauriWailsshell
ElectronTauriWailsshell
Media Processing4 tools →
ImmichFFmpegRemotionPhotoPrism
ImmichFFmpegRemotionPhotoPrism
Email4 tools →
ListmonkNodemailerPostalMailtrain
ListmonkNodemailerPostalMailtrain
Forms4 tools →
FormbricksHeyFormsurvey-librarysurvey-creator
FormbricksHeyFormsurvey-librarysurvey-creator
Design Tools3 tools →
ExcalidrawtldrawPenpot
ExcalidrawtldrawPenpot
Project Management3 tools →
Planeopenprojectkaneo
Planeopenprojectkaneo
Image Processing3 tools →
SharpPillowimgproxy
SharpPillowimgproxy
Productivity3 tools →
grist-corebaserowMouseInc.Settings
grist-corebaserowMouseInc.Settings
Blockchain Development3 tools →
FoundryHardhatweb3.swift
FoundryHardhatweb3.swift
Billing3 tools →
turboquant_plusKill BillApp
turboquant_plusKill BillApp
Mobile Frameworks2 tools →
FlutterReact Native
FlutterReact Native
Home Automation2 tools →
Home Assistantgpt-home
Home Assistantgpt-home
Media Servers2 tools →
JellyfinNavidrome
JellyfinNavidrome
CRM2 tools →
twentyerxes
twentyerxes
E-commerce2 tools →
medusasaleor
medusasaleor

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