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Rescored Sep 13, 2026, 06:20 UTC

Rescored nightly from the GitHub API

StillShipping
Rescored nightly from the GitHub APIRescored Sep 13, 2026, 06:20 UTCOpen API
345 tools tracked27 dead, 9 archived19 slowing299 maintained82 named by hand, 263 found by 9 topic searches29 changed verdict since August 1, 2026Frozen September 13, 2026
StillShipping / Board / 106 tracked, 17 of them quiet, rescored September 13, 2026

Orchestrators

Frameworks for running one or many agents, with state, tools and handoffs.

This shelf tonight

Dead first

every tool on this shelf, dead then slowing then maintained, as of September 13, 2026
Every tool on the orchestrators shelf, dead first
MetaGPTFoundationAgents/MetaGPTDead6/1008mo agoJanuary 21, 202600too few70k
AgentGPTreworkd/AgentGPTArchived0/10017mo agoApril 29, 202500too few36k
BabyAGIyoheinakajima/babyagiDead16/1008mo agoJanuary 31, 202600too few22k
Agentictransitive-bullshit/agenticArchived0/1007mo agoFebruary 11, 202600too few18k
SuperAGITransformerOptimus/SuperAGIDead0/10020mo agoJanuary 22, 202500too few18k
mcp-agentlastmile-ai/mcp-agentDead6/1008mo agoJanuary 25, 202600too few8.5k
AutoGenmicrosoft/autogenSlowing35/1005mo agoApril 15, 202600too few61k
ChatTTS2noise/ChatTTSSlowing42/1005mo agoApril 10, 202600too few40k
Swarmopenai/swarmSlowing37/1005mo agoApril 15, 202600too few22k
parlantemcie-co/parlantSlowing57/1002mo agoJuly 12, 202672too few18k
OpenMythoskyegomez/OpenMythosSlowing45/1004mo agoMay 23, 202600too few15k
HumanLayerhumanlayer/humanlayerSlowing48/1003mo agoJune 19, 202611too few12k
moltworkercloudflare/moltworkerSlowing45/1004mo agoMay 9, 202600too few10.0k
openbrowserntegrals/openbrowserSlowing45/1005mo agoApril 2, 202600too few9.5k
UpsonicUpsonic/UpsonicSlowing47/1003mo agoJune 18, 202641too few8.0k
FlockOnelevenvy/flockSlowing64/1002mo agoJuly 7, 20266137h1.1k
AgentKitinngest/agent-kitSlowing41/1005mo agoApril 29, 2026005h928
hermes-agentNousResearch/hermes-agentMaintained100/1000d agoSeptember 13, 2026100+28too few245k
deepseek-harnessdeepseek-ai/deepseek-harnessMaintained100/1002d agoSeptember 11, 2026100+12too few222k
AutoGPTSignificant-Gravitas/AutoGPTMaintained100/1000d agoSeptember 13, 2026100+11too few187k
firecrawlfirecrawl/firecrawlMaintained85/1000d agoSeptember 13, 2026100+16too few180k
langchainlangchain-ai/langchainMaintained100/1000d agoSeptember 12, 2026100+22too few146k
ragflowinfiniflow/ragflowMaintained100/1000d agoSeptember 12, 2026100+39too few91k
learn-claude-codeshareAI-lab/learn-claude-codeMaintained93/10017d agoAugust 26, 2026100+14too few77k
ai-agents-for-beginnersmicrosoft/ai-agents-for-beginnersMaintained100/1002d agoSeptember 10, 2026100+15too few75k
Front-End-Checklistthedaviddias/Front-End-ChecklistMaintained94/10030d agoAugust 14, 2026811h74k
Claude Flowruvnet/rufloMaintained98/1000d agoSeptember 13, 2026100+4too few72k
daytonadaytonaio/daytonaMaintained67/10050d agoJuly 24, 20265016too few72k
anything-llmMintplex-Labs/anything-llmMaintained100/1002d agoSeptember 11, 2026100+232h66k
system_prompts_leaksasgeirtj/system_prompts_leaksMaintained94/1003d agoSeptember 9, 2026100+26d66k
Mem0mem0ai/mem0Maintained100/1001d agoSeptember 11, 2026100+24too few65k
CrewAIcrewAIInc/crewAIMaintained100/1001d agoSeptember 11, 2026100+31too few58k
OpenManusFoundationAgents/OpenManusMaintained79/10021d agoAugust 22, 202693too few58k
BettaFish666ghj/BettaFishMaintained79/1008d agoSeptember 4, 202633437d42k
Agnoagno-agi/agnoMaintained100/1000d agoSeptember 12, 2026100+44too few42k
ai-job-searchMadsLorentzen/ai-job-searchMaintained100/1002d agoSeptember 10, 2026100+2215h42k
chatboxchatboxai/chatboxMaintained98/1002d agoSeptember 10, 2026100+7too few42k
LangGraphlangchain-ai/langgraphMaintained100/1000d agoSeptember 13, 2026100+17too few42k
sub2apiWei-Shaw/sub2apiMaintained100/1000d agoSeptember 13, 2026100+12too few41k
oh-my-claudecodeYeachan-Heo/oh-my-claudecodeMaintained100/1000d agoSeptember 13, 2026100+88h39k
500-AI-Agents-Projectsashishpatel26/500-AI-Agents-ProjectsMaintained77/10048d agoJuly 27, 2026115too few38k
CopilotKitCopilotKit/CopilotKitMaintained100/1000d agoSeptember 13, 2026100+10too few37k
VaneItzCrazyKns/VaneMaintained67/10011d agoSeptember 1, 202611too few37k
PageIndexVectifyAI/PageIndexMaintained100/1000d agoSeptember 12, 2026100+4too few36k
ChatDevOpenBMB/ChatDevMaintained76/10050d agoJuly 24, 2026535d34k
CloakBrowserCloakHQ/CloakBrowserMaintained100/1000d agoSeptember 12, 2026100+43h31k
OpenAI Agents SDKopenai/openai-agents-pythonMaintained100/1001d agoSeptember 12, 2026100+286h29k
chromachroma-core/chromaMaintained85/1000d agoSeptember 12, 2026100+9too few29k
kestrakestra-io/kestraMaintained100/1000d agoSeptember 12, 2026100+2418h28k
agenticSeekFosowl/agenticSeekMaintained94/1000d agoSeptember 12, 202639614d27k
Lettaletta-ai/lettaMaintained76/1002d agoSeptember 10, 20261027d25k
doltdolthub/doltMaintained100/1000d agoSeptember 12, 2026100+11too few24k
nocobasenocobase/nocobaseMaintained95/1000d agoSeptember 12, 2026100+12too few24k
pentagivxcontrol/pentagiMaintained98/1003d agoSeptember 10, 2026100+5too few24k
hindsightvectorize-io/hindsightMaintained100/1000d agoSeptember 12, 2026100+10too few24k
NemoClawNVIDIA/NemoClawMaintained100/1000d agoSeptember 13, 2026100+16too few22k
Google ADKgoogle/adk-pythonMaintained100/1000d agoSeptember 12, 2026100+3111h22k
CodexBarsteipete/CodexBarMaintained100/1000d agoSeptember 13, 2026100+283h21k
agency-agents-zhjnMetaCode/agency-agents-zhMaintained100/1003d agoSeptember 10, 2026100+715d21k
Sunakortix-ai/sunaMaintained100/1000d agoSeptember 12, 2026100+5too few20k
OWLcamel-ai/owlMaintained74/10016d agoAugust 27, 202671too few20k
hummingbothummingbot/hummingbotMaintained100/1002d agoSeptember 10, 2026100+10too few20k
Pydantic AIpydantic/pydantic-aiMaintained100/1000d agoSeptember 12, 2026100+18too few20k
ElizaOSelizaOS/elizaMaintained100/1000d agoSeptember 13, 2026100+63h19k
Agent Zeroagent0ai/agent-zeroMaintained92/1000d agoSeptember 12, 2026100+2too few19k
keploykeploy/keployMaintained100/1000d agoSeptember 12, 2026100+15too few18k
hermes-webuinesquena/hermes-webuiMaintained100/1000d agoSeptember 13, 2026100+115h18k
agent-lightningmicrosoft/agent-lightningMaintained99/10011d agoSeptember 2, 2026429too few18k
rowboatrowboatlabs/rowboatMaintained100/1000d agoSeptember 12, 2026100+5too few18k
edictcft0808/edictMaintained82/1006d agoSeptember 7, 202600too few17k
MemoriMemoriLabs/MemoriMaintained71/1009d agoSeptember 3, 202694too few17k
DeepCodeHKUDS/DeepCodeMaintained100/1003d agoSeptember 9, 2026100+710h17k
img2threejsimg2threejs/img2threejsMaintained98/1005d agoSeptember 7, 2026100+3too few16k
ag-uiag-ui-protocol/ag-uiMaintained100/1000d agoSeptember 12, 2026100+15too few16k
LiveKit Agentslivekit/agentsMaintained100/1000d agoSeptember 12, 2026100+48too few14k
waoowaoowaooAI/waoowaooMaintained92/1007d agoSeptember 5, 202662too few14k
nanobrowsernanobrowser/nanobrowserMaintained75/10026d agoAugust 18, 202611too few14k
E2Be2b-dev/E2BMaintained100/1000d agoSeptember 12, 2026100+1135h14k
Microsoft Agent Frameworkmicrosoft/agent-frameworkMaintained100/1001d agoSeptember 11, 2026100+29too few13k
txtaineuml/txtaiMaintained100/1001d agoSeptember 11, 2026100+1610h13k
claude-code-system-promptsPiebald-AI/claude-code-system-promptsMaintained100/1000d agoSeptember 12, 2026100+238h13k
Agent-Ssimular-ai/Agent-SMaintained90/1007d agoSeptember 5, 202643too few12k
cocoindexcocoindex-io/cocoindexMaintained100/1000d agoSeptember 13, 2026100+143h12k
fireworks-tech-graphyizhiyanhua-ai/fireworks-tech-graphMaintained100/1007d agoSeptember 5, 2026194too few11k
PocketFlowThe-Pocket/PocketFlowMaintained73/10048d agoJuly 26, 20261124h11k
hermes-studioEKKOLearnAI/hermes-studioMaintained100/1000d agoSeptember 13, 2026100+128h11k
kedrokedro-org/kedroMaintained100/1001d agoSeptember 11, 2026722439h11k
spring-ai-alibabaalibaba/spring-ai-alibabaMaintained99/10018d agoAugust 25, 20266838too few11k
ARTOpenPipe/ARTMaintained100/1000d agoSeptember 12, 2026100+5too few11k
pyodyzhao062/pyodMaintained92/1002d agoSeptember 8, 202642720d10.0k
sphereunicity-sphere/sphereMaintained86/1000d agoSeptember 3, 2026100+2too few9.7k
mobilerundroidrun/mobilerunMaintained100/1002d agoAugust 14, 2026100+5too few9.1k
omnigentomnigent-ai/omnigentMaintained100/1000d agoAugust 13, 2026100+28too few8.8k
AIMLInterviewsalirezadir/AIMLInterviewsMaintained95/10012d agoJuly 30, 2026122too few8.7k
xiaobeiTeamWiseFlow/xiaobeiMaintained100/1009d agoJuly 26, 2026100+445h8.4k
MiroThinkerMiroMindAI/MiroThinkerMaintained76/10028d agoJuly 6, 2026007d8.4k
Agent Squad2FastLabs/agent-squadMaintained100/1001d agoSeptember 11, 2026905too few7.8k
Strands Agentsstrands-agents/harness-sdkMaintained100/1001d agoSeptember 11, 2026100+25<1h7.2k
Swarmskyegomez/swarmsMaintained95/1000d agoSeptember 13, 2026100+9too few7.2k
Superagentsuperagent-ai/superagentMaintained74/10018d agoAugust 25, 20268112d6.7k
Julepjulep-ai/julepMaintained80/10038d agoAugust 6, 2026100+2too few6.6k
Genkitgenkit-ai/genkitMaintained100/1000d agoSeptember 12, 2026100+11too few6.4k
AG2ag2ai/ag2Maintained100/1000d agoSeptember 12, 2026100+18too few4.9k
BeeAI Frameworki-am-bee/beeai-frameworkMaintained100/1004d agoSeptember 8, 20267128too few3.4k
Burrapache/burrMaintained100/1000d agoSeptember 12, 202663181h2.5k
DiveOpenAgentPlatform/DiveMaintained91/10044d agoJuly 31, 202663too few1.8k