mcpField
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Hlido

Hlido

远程服务
hlido.eu版本控制0今天更新

关于 Hlido

Hlido 是独立评测 AI Agent 的公开数据镜像,面向采购团队、开发者及 Agent。它提供统一评分、逐项主张与证据,以及带签名的证明,并以机器可读格式发布数据。

主要功能

  1. 01独立评测 Agent
  2. 02统一的 Laddoo 评分框架
  3. 03C2PA 签名证据
  4. 04机器可读 JSON 评分卡
  5. 05MCP 安全登记册

适用场景

  1. 01采购时比较不同 Agent
  2. 02上线前核验产品主张
  3. 03向脚本提供评测数据
  4. 04评估 MCP 服务安全性

MCP 相关

Hlido 在 https://hlido.eu/mcp 提供包含信任检查、评分卡、Agent 比较和主张核验等功能的 MCP 服务,共有 9 个工具。

配置

远程服务无需本地安装。选择你使用的客户端,复制配置或使用一键安装。

服务地址https://hlido.eu/mcp
一键复制安装命令
Claude CodeTerminal
Cursor.cursor/mcp.json
VS Code.vscode/mcp.json
Claude Desktopclaude_desktop_config.json
Windsurf~/.codeium/windsurf/mcp_config.json

命令在终端中运行;JSON 粘贴到对应客户端的 MCP 配置后重启。需要授权的服务会在首次连接时提示登录。

工具

19
参数类型必填说明
use_casestring否可选。你正在考虑让此 Agent 执行的任务(例如 'multi-file TypeScript refactor');提供后,结论会针对该使用场景进行调整。
agent_or_urlstring是要检查的 Agent:其 Hlido slug(例如 'aider'、'cursor')或产品/主页 URL(例如 'https://cursor.com')。URL 会匹配到最接近的已评测 Agent。

README 原文English

来自项目 README

README 暂无中文译文,以下为英文原文;中文介绍见上方。

Hlido — the trust layer for AI agents

Independent, evidence-backed reviews of AI agents. C2PA-signed proof, machine-readable scorecards, and a Laddoo Score that's consistent across every reviewed agent — so buyers, teams, and other agents can tell which ones live up to their pitch.

This repository is the public mirror of hlido.eu. Every review pushed live on the canonical site is mirrored here automatically — sanitized, machine-readable, fork-friendly. Use it from your own scripts, agents, or analysis pipelines without scraping HTML.


Why Hlido exists

Every week, dozens of new AI agents launch. Each one claims to write code, run workflows, handle support, or close deals. Some deliver. Most don't — at least not the way their landing page implies.

Until now, the only way to know was to sign up, burn a weekend, and find out yourself. That doesn't scale — not for procurement teams choosing vendors, not for builders wiring agents into production, and crucially not for other agents that will increasingly make those calls on our behalf.

Hlido is the independent party that actually tests every claim. We publish verdicts grounded in captured evidence, track them over time, and surface the patterns the market needs to see.

What we provide

  • Independent reviews of AI agents — public-surface tested for web tools, live CLI tested for terminal tools, claim-by-claim verification for everything
  • A consistent score — every agent gets a Laddoo Score (0–100) derived from a fixed evaluation framework. Tier mapping: VITAL ≥ 90 · STEADY ≥ 70 · FADING ≥ 40 · FLATLINE < 40
  • C2PA-signed evidence — screenshots and (where applicable) terminal casts are cryptographically signed, so the captured proof can be verified as un-tampered
  • A live MCP server — 9 tools exposed at https://hlido.eu/mcp for human and agent consumers. JSON-RPC 2.0, no auth required, free to call. Tools include trust_check, find_similar_agents (semantic search), get_scorecard (full claim table), request_quick_audit, verify_claim, compare_agents, and more
  • Structured machine-readable scorecards — every review is also published as a JSON file in this repo (scorecards/{slug}.json) with the full claim-vs-evidence table, source-surface citations, and stable schema (schema_version: 1.0)
  • An independent MCP-server safety register — MCP servers scored safety-first (tool-poisoning / dangerous-capability / auth-posture red-flags → SAFE / CAUTION / RISKY / DANGEROUS) with published per-flag evidence, never a bare number. Early first cohort: hlido.eu/mcp/ · data at /data/mcp-register.json
  • Distribution everywhere — also indexed on Smithery, HuggingFace dataset, and the community awesome-mcp-servers list

Reviewed agents (1044)

SlugNameCategoryLaddooTier
klariqoKlariqoVoice58FADING
batonBatonFrameworks & Eval64FADING
openowlOpenOwlWorkflow & Automation50FADING
naoma-ai-demo-agentNaoma AI Demo AgentCustomer Experience80—
holoHoloMarketing & Content50FADING
parahelpParahelpCustomer Experience75—
parakeeet-aiParakeeet AISales75STEADY
workbeaverWorkBeaverProductivity63.4—
gumloopGumloopWorkflow & Automation78—
aiderAiderCoding92—
jared-sojared-soProductivity40—
raccoon-airaccoon-aiProductivity70—
needle-2-0needle-2-0Productivity80—
zooclawzooclawProductivity40—
agentpulse-by-rectifyagentpulse-by-rectifyWorkflow & Automation40—
gensparkgensparkResearch40—
askivaaskivaResearch40—
influcioinflucioAI Agent65—
ovrenovrenAI Agent40—
panoramapanoramaAI Agent40—
pokepokeAI Agent60—
spine-aispine-aiAI Agent65—
synthflow-aisynthflow-aiAI Agent80—
fluxfluxAI Agent40—
agentmailagentmailAI Agent53—
lmarenaChatbot Arena (LMArena)Frameworks & Eval40—
perplexityPerplexityResearch53—
happycapyhappycapyAI Agent90—
back4app-ai-agentBack4app AI AgentAI Agent40—
luma-ai-agentsLuma AI AgentsAI Agent65—
agent-aiAgent.aiAI Agent78—
windsurfWindsurfCoding65—
usercallUserCallAI Agent40—
mindstudioMindStudioAI Agent78—
foyerFoyerAI Agent40—
hubspot-breezeHubSpot BreezeAI Agent53—
octoclawOctoClawAI Agent40—
molmowebMolmoWebAI Agent40—
guide-aiGuideAI Agent53—
adobe-fireflyAdobe FireflyAI Agent82—
tad-aiTad AIAI Agent65—
genfuse-aiGenFuse AIAI Agent78—
outset-aiOutset AIAI Agent65—
autonolyAutonolyAI Agent78—
cockpit-aiCockpit AIAI Agent53—
lessie-aiLessie AIAI Agent78—
aiagent-appAiAgent.appAI Agent65—
klipyKlipyAI Agent40—
fuseaiFuseAIAI Agent53—
relay-appRelay.appAI Agent78—
canary-aiCanaryAI Agent53—
augment-codeAugment Code (Intent)Coding78—
cursorCursorCoding78—
cto-newcto.newAI Agent90—
orange-sliceOrange SliceAI Agent90—
claimcheckClaimCheckCoding65—
kailyKailyAI Agent78—
magineMagineAI Agent65—
blink-aiBlinkAI Agent65—
cosyra-2CosyraAI Agent78—
catdoes-v4CatDoes v4AI Agent65—
denovoDenovoAI Agent78—
athena-intelAthena IntelligenceWorkflow & Automation53—
anthropic-computer-useAnthropic Computer UseInfrastructure82—
anywordAnywordMarketing & Content70—
axeAxeAI Agent40—
braintrustBraintrustFrameworks & Eval90—
cerebrasCerebrasInfrastructure65—
cassidy-aiCassidyWorkflow & Automation78—
chatgptChatGPTChat & Companion90—
character-aiCharacter.AIChat & Companion53—
chatwithadsChatWithAdsAI Agent78—
claude-aiClaude.aiChat & Companion53—
codeiumCodeiumCoding65—
continue-devContinueCoding75—
cohereCohereChat & Companion78—
crewaiCrewAIFrameworks & Eval90—
datagroutDataGroutAI Agent40—
dust-ttDustWorkflow & Automation90—
descriptDescriptVoice65—
elevenlabsElevenLabsVoice78—
flux-bflFLUX (Black Forest Labs)Image & Design65—
flowithFlowithWorkflow & Automation78—
fireworks-aiFireworks AIInfrastructure90—
geminiGeminiChat & Companion53—
github-copilotGitHub CopilotCoding90—
gleanGleanResearch65—
heliconeHeliconeFrameworks & Eval90—
groqGroqInfrastructure78—
heygenHeyGenVoice78—
humanloopHumanloopFrameworks & Eval40—
ideogramIdeogramImage & Design40—
inflection-piInflection PiChat & Companion53—
jasperJasperMarketing & Content90—
kreaKreaImage & Design78—
langchainLangChainFrameworks & Eval90—
langsmithLangSmithFrameworks & Eval53—
leonardo-aiLeonardo AIImage & Design78—
llamaindexLlamaIndexFrameworks & Eval78—
lovableLovableCoding78—
mem-aiMemProductivity90—
microsoft-copilotMicrosoft CopilotChat & Companion53—
midjourneyMidjourneyImage & Design53—
mendableMendableResearch78—
mistral-le-chatMistral Le ChatChat & Companion40—
notion-aiNotion AIResearch65—
murf-aiMurf AIVoice65—
nyxNyxAI Agent40—
openai-operatorOpenAI OperatorInfrastructure65—
openrouterOpenRouterInfrastructure78—
phindPhindChat & Companion40—
pikaPikaImage & Design40—
otter-aiOtter.aiProductivity90—
pydantic-aiPydantic AIFrameworks & Eval78—
reflect-appReflectProductivity65—
read-aiRead AIProductivity78—
resemble-aiResemble AIVoice78—
replit-agentReplit AgentCoding90—
relevance-aiRelevance AIWorkflow & Automation90—
runwayRunwayImage & Design78—
sonarlySonarlyAI Agent53—
retool-agentsRetool AgentsWorkflow & Automation78—
stability-aiStability AIImage & Design90—
sourcegraph-codySourcegraph CodyCoding90—
stack-aiStack AIWorkflow & Automation78—
sunoSunoVoice53—
superhumanSuperhumanProductivity78—
synthesiaSynthesiaVoice90—
tabnineTabnineCoding90—
tanaTanaProductivity65—
tavusTavusVoice78—
v0v0Coding76—
together-aiTogether AIInfrastructure65—
vercel-ai-sdkVercel AI SDKFrameworks & Eval78—
vellum-aiVellumFrameworks & Eval78—
you-comYou.comChat & Companion78—
writer-comWriterMarketing & Content78—
zapier-centralZapier CentralWorkflow & Automation90—
bland-aiBland AIVoice78—
retell-aiRetell AIVoice90—
vapi-aiVapiVoice90—
deepgramDeepgramVoice90—
assemblyaiAssemblyAIVoice90—
hume-aiHume AIVoice65—
daily-coDailyVoice90—
livekitLiveKitVoice78—
speechmaticsSpeechmaticsVoice78—
rev-aiRev AIVoice78—
salesloftSalesloftCustomer Experience78—
chorus-aiChorusCustomer Experience65—
outreach-ioOutreachCustomer Experience65—
gong-ioGongCustomer Experience78—
apollo-ioApollo.ioCustomer Experience40—
clay-comClayCustomer Experience90—
regie-aiRegie AICustomer Experience78—
instantly-aiInstantlyCustomer Experience90—
smartleadSmartleadCustomer Experience78—
lavender-aiLavenderCustomer Experience78—
kore-aiKore.aiCustomer Experience65—
ada-cxAdaCustomer Experience72—
ultimate-aiUltimateCustomer Experience65—
intercom-finIntercom FinCustomer Experience65—
forethoughtForethoughtCustomer Experience90—
crestaCrestaCustomer Experience75—
netomiNetomiCustomer Experience53—
cognigyCognigyCustomer Experience78—
devin-cognitionDevin (Cognition)Coding65—
openhandsOpenHandsCoding90—
sweep-aiSweepCoding90—
openinterpreterOpen InterpreterCoding78—
metagptMetaGPTCoding65—
gpt-engineerGPT EngineerCoding78—
agentgptAgentGPTCoding65—
autogen-studioAutoGen StudioCoding78—
smol-aiSmol DeveloperCoding40—
superagiSuperAGICoding78—
plandexPlandexCoding65—
zed-aiZed AICoding90—
scite-aiSciteResearch78—
consensus-appConsensusResearch53—
scholarcyScholarcyResearch78—
exa-aiExaResearch90—
kagiKagiResearch78—
andi-searchAndi SearchResearch65—
komo-aiKomoResearch53—
notebooklmNotebookLMResearch65—
hebbiaHebbiaResearch78—
casetextCasetextSpecialized verticals40—
ironcladIroncladSpecialized verticals78—
harvey-aiHarveySpecialized verticals78—
evisortEvisortSpecialized verticals53—
spellbook-legalSpellbookSpecialized verticals90—
luminanceLuminanceSpecialized verticals65—
hippocratic-aiHippocratic AISpecialized verticals53—
suki-aiSukiSpecialized verticals90—
glass-healthGlass HealthSpecialized verticals78—
abridgeAbridgeSpecialized verticals75—
nablaNablaSpecialized verticals78—
mutinyMutinyMarketing & Content65—
persadoPersadoMarketing & Content53—
optimizely-opalOptimizely OpalMarketing & Content90—
smartwriterSmartwriterMarketing & Content65—
rytrRytrMarketing & Content78—
simplifiedSimplifiedMarketing & Content78—
khanmigoKhanmigoSpecialized verticals53—
quizizzQuizizz AISpecialized verticals65—
magic-schoolMagicSchoolSpecialized verticals78—
brisk-teachingBrisk TeachingSpecialized verticals78—
galileo-ai-designGalileo (Design)Image & Design40—
uizardUizardImage & Design78—
framer-aiFramer AIImage & Design65—
browser-baseBrowserbaseInfrastructure78—
recraft-aiRecraftImage & Design78—
figma-makeFigma MakeImage & Design65—
anchor-browserAnchor BrowserInfrastructure65—
simularSimularInfrastructure78—
scrapybaraScrapybaraInfrastructure78—
multionMultiOnInfrastructure53—
browser-useBrowser UseInfrastructure78—
pineconePineconeInfrastructure90—
weaviateWeaviateInfrastructure90—
voyage-aiVoyage AIInfrastructure65—
jina-aiJina AIInfrastructure65—
qdrantQdrantInfrastructure90—
hex-techHexInfrastructure78—
julius-aiJuliusInfrastructure78—
n8nn8nWorkflow & Automation90—
make-comMakeWorkflow & Automation90—
activepiecesActivepiecesWorkflow & Automation72—
zapierZapierWorkflow & Automation90—
integratelyIntegratelyWorkflow & Automation90—
langflowLangflowWorkflow & Automation78—
flowiseaiFlowiseWorkflow & Automation78—
pipedreamPipedreamWorkflow & Automation90—
magic-devMagicCoding53—
dify-aiDifyWorkflow & Automation78—
poolside-aiPoolsideCoding65—
contextual-aiContextual AIResearch75—
langfuseLangfuseFrameworks & Eval90—
traceloopTraceloopFrameworks & Eval90—
promptlayerPromptLayerFrameworks & Eval65—
ragasRagasFrameworks & Eval78—
trulensTruLensFrameworks & Eval65—
portkey-aiPortkeyFrameworks & Eval90—
inkeepInkeepCustomer Experience78—
kapa-aiKapa AICustomer Experience90—
guru-aiGuruProductivity78—
self-operating-computerSelf-Operating ComputerWorkflow & Automation90—
skyvern-aiSkyvernInfrastructure65—
fathom-videoFathomProductivity65—
fellow-appFellowProductivity78—
clay-relationshipClay (relationships)Productivity65—
spinach-aiSpinachProductivity78—
anyscaleAnyscaleInfrastructure90—
basetenBasetenInfrastructure78—
modal-comModalInfrastructure90—
ollamaOllamaInfrastructure90—
replicateReplicateInfrastructure78—
lmstudioLM StudioInfrastructure65—
deepseek-chatDeepSeekChat & Companion78—
xai-grokGrok (xAI)Chat & Companion65—
hugging-faceHuggingFaceInfrastructure78—
qwen-chatQwen ChatChat & Companion40—
kimi-moonshotKimi (Moonshot)Chat & Companion53—
replikaReplikaChat & Companion53—
yi-01aiYi (01.AI)Chat & Companion53—
scenario-ggScenarioImage & Design65—
playground-aiPlayground AIImage & Design78—
nightcafeNightCafeImage & Design53—
luma-genieLuma GenieImage & Design65—
meshy-aiMeshyImage & Design90—
clickup-aiClickUp AIProductivity78—
monday-aiMonday AIProductivity53—
smartsheet-aiSmartsheet AIProductivity90—
openai-realtimeOpenAI RealtimeInfrastructure90—
perplexity-apiPerplexity APIInfrastructure90—
tavily-apiTavilyInfrastructure78—
airtable-aiAirtable AIProductivity72—
dia-browserDia (The Browser Company)Infrastructure53—
arc-browserArc BrowserInfrastructure78—
aria-operaAria (Opera)Infrastructure65—
serpapiSerpAPIInfrastructure78—
brave-leoBrave LeoInfrastructure78—
kenshoKenshoSpecialized verticals53—
ravenpackRavenPackSpecialized verticals65—
alphasenseAlphaSenseSpecialized verticals78—
paradigm-aiParadigmProductivity78—
lutraLutraWorkflow & Automation78—
you-com-searchYou.com SearchResearch40—
perplexity-shoppingPerplexity ShoppingCustomer Experience40—
elastic-quoteElastic QuoteResearch78—
seek-aiSeek AIInfrastructure53—
rabbit-r1Rabbit R1AI Agent65—
humane-ai-pinHumane AI PinAI Agent53—
chai-researchChaiChat & Companion53—
janitor-aiJanitor AIChat & Companion53—
snorkel-aiSnorkel AIInfrastructure65—
botpressBotpressCustomer Experience90—
rasaRasaCustomer Experience78—
voiceflowVoiceflowVoice90—
automa-appAutomaInfrastructure78—
nebiusNebiusInfrastructure40—
openrouter-modelsOpenRouter ModelsInfrastructure78—
lambda-labsLambda LabsInfrastructure78—
recogniRecogniInfrastructure53—
deepinfraDeepInfraInfrastructure78—
haystack-deepsetHaystackWorkflow & Automation78—
agnoAgnoWorkflow & Automation70—
griptapeGriptapeWorkflow & Automation78—
livekit-agentsLiveKit AgentsVoice78—
swiggy-aiSwiggy AIAI Agent53—
zebriumZebriumFrameworks & Eval65—
openai-agent-sdkOpenAI Agent SDKWorkflow & Automation65—
kling-aiKlingImage & Design53—
hailuo-aiHailuo AIImage & Design53—
vidu-aiViduImage & Design65—
pixversePixverseImage & Design65—
playphone-aiPlayPhone AIVoice40—
camb-aiCamb AIVoice78—
warmly-aiWarmlyCustomer Experience78—
hubspot-clearbitHubSpot ClearbitCustomer Experience75—
clariClariCustomer Experience78—
opal-aiOpalProductivity40—
swebenchSWE-bench LeaderboardsAI Agent65—
bondaiMeet BondAIBondAIAI Agent78
agentrunnerAgentRunnerProductivity50—
base44-superagentsBase44 SuperagentsProductivity70—
emergent-wingmanEmergent WingmanProductivity40—
gaugeGaugeMarketing60—
gooseGooseAIAI Agent78—
intent-augment-codeIntent (Augment Code)Coding40—
openfangOpenFangProductivity40—
pensievePensieveResearch60—
heightsplatformAI Online Course Creation Platform - Heights AI 2 FeaturesAI Agent65—
writesonicWritesonicMarketing & Content90—
flux-imessage-agentsFluxProductivity90—
ai2sqlSQL Query Builder & Generator - AI Powered Database AssistantAI Agent50FADING
headlinesai-proFree AI Title Generator – Get Catchy & SEO-Friendly TitlesNetusAIMarketing & Content50
canaryCanaryCoding90—
cal-comCal.com AIProductivity90—
aiforgoogleslidesAI for Google Slides - Free Google Slides AI toolCoding50FADING
app-rapidtextaiRapidTextAI - Advanced AI article generator, Content, and Image Generation ToolsImage & Design65—
avatarai-meAI Avatar Generator - Create Custom AI Avatars of YourselfProfessional Photo Shoots with AIImage & Design65
aws-amazonAgentic Coding Experience - Amazon Q Developer - AWSCoding50—
chatwithcloudChatWithCloud - Chat with your AWS Cloud from TerminalChat & Companion78—
astraAstraProductivity40—
civitaiCivitaiShare your modelsAI Agent65
enactEnactProductivity90—
crossnodeCrossnodeProductivity90—
fathom-3-0Fathom 3.0Productivity40—
d-idD-IDThe #1 Choice for AI Generated Video Creation PlatformImage & Design78
imgcmdimgcmdImage & Design73—
far-siteFARSITE - Government Contract Compliance SoftwareAI Agent53—
leapLeapCoding73—
editgptProofread, edit and track changes to your content using ChatGPT.editGPTChat & Companion78
hubspot-breeze-prospecting-agentHubSpot Breeze Prospecting AgentProductivity57—
flexappAI Mobile App Designer — Beautiful UI in MinutesGenDesignsImage & Design65
get-meetgeekMeetGeekAI Note Taker and Meeting AssistantWorkflow & Automation50
get-murfFree AI Voice Generator & Text to Speech OnlineMurf AIVoice65
rewind-aiRewind AIAI Agent40—
adobe-firefly-ai-assistantAdobe Firefly AI AssistantImage & Design73—
clideClideCoding40—
mercuryMercuryProductivity90—
nellyNellyProductivity90—
opencodeOpenCodeCoding90—
openagentsOpenAgentsProductivity73—
origamiOrigamiProductivity90—
raydianRaydianCoding90—
smooth-cliSmooth CLICoding73—
startfa-stStartfa.stAI Agent90—
stackai-auto-agentsStackAI Auto-AgentsProductivity73—
traciumTraciumInfrastructure90—
verdentVerdentCoding90—
cleocode-lafs@cleocode/lafsCoding57—
tencent-ai-agent-server@tencent-ai/agent-serverCoding73—
beeai-frameworkbeeai-frameworkCoding73—
contextgraph-agent@contextgraph/agentAI Agent73—
voltagent-core@voltagent/coreCoding73—
build-skillbuild-skillCoding73—
oci-generativeaiagentoci-generativeaiagentCoding90—
21st-extension-toolbar@21st-extension/toolbarCoding73—
paperclipaipaperclipaiCoding73—
winsznx-lend402@winsznx/lend402Coding90—
lleverage-ai-agent-threads@lleverage-ai/agent-threadsCoding73—
openkrewopenkrewCoding90—
clipboard-health-ai-rules@clipboard-health/ai-rulesCoding57—
jay-ai-agent@jay-ai/agentCoding73—
alice-space-alice@alice_space/aliceCoding73—
contractspec-lib-ai-agent@contractspec/lib.ai-agentCoding90—
pocketflowpocketflowFrameworks & Eval90—
neoagentneoagentCoding73—
frumu-tandem-client@frumu/tandem-clientAI Agent90—
create-bubblelab-appcreate-bubblelab-appCoding73—
nori-ai-clinori-ai-cliCoding73—
ff-labs-fff-bun@ff-labs/fff-bunCoding73—
mypensievemypensieveAI Agent73—
openduo-duoduo@openduo/duoduoAI Agent90—
compilr-dev-agents@compilr-dev/agentsCoding90—
beav3r-sdk@beav3r/sdkAI Agent73—
leaper-agentleaper-agentAI Agent90—
mcp-abap-adt-openai-llm@mcp-abap-adt/openai-llmCoding73—
mcp-abap-adt-anthropic-llm@mcp-abap-adt/anthropic-llmCoding73—
donobudonobuCoding90—
mcp-abap-adt-deepseek-llm@mcp-abap-adt/deepseek-llmCoding73—
higgsfield-cli@higgsfield/cliCoding90—
mcp-abap-adt-sap-aicore-llm@mcp-abap-adt/sap-aicore-llmCoding73—
mcp-abap-adt-qdrant-rag@mcp-abap-adt/qdrant-ragCoding73—
mcp-abap-adt-openai-embedder@mcp-abap-adt/openai-embedderCoding73—
elvatis-com-aahp-runner@elvatis_com/aahp-runnerAI Agent73—
pathcourse-langchain@pathcourse/langchainAI Agent73—
nopeeknopeekCoding90—
sym-bot-xmesh-agent@sym-bot/xmesh-agentAI Agent73—
mcp-abap-adt-pg-vector-rag@mcp-abap-adt/pg-vector-ragCoding73—
studio-foundation-runner@studio-foundation/runnerCoding90—
ipads-skvm-skvm@ipads-skvm/skvmCoding90—
mcp-abap-adt-ollama-embedder@mcp-abap-adt/ollama-embedderCoding73—
luxyie-ai-cliluxyie.ai-cliCoding90—
alpha-cli-toolkitalpha-cli-toolkitAI Agent90—
possumtech-antlrmap@possumtech/antlrmapCoding90—
llmtxtllmtxtCoding73—
wu529778790-open-im@wu529778790/open-imCoding73—
herdctlherdctlAI Agent73—
claude-gombweclaude-gombweAI Agent73—
create-lancelotcreate-lancelotAI Agent73—
pdh-ai-clipdh-ai-cliCoding90—
orion-aiorion-aiCoding73—
benjam16-umbrella@benjam16/umbrellaAI Agent73—
leixusam-foundry@leixusam/foundryAI Agent90—
fireqa-agentfireqa-agentCoding90—
postbridge-langchainpostbridge-langchainFrameworks & Eval90—
aliasjeff-acli@aliasjeff/acliCoding90—
extend-ai-cli-darwin-arm64@extend-ai/cli-darwin-arm64Coding73—
extend-ai-cli-win32-x64@extend-ai/cli-win32-x64Coding73—
eetr-agent-streemr@eetr/agent-streemrFrameworks & Eval90—
u0z-zero-graph@u0z/zero-graphFrameworks & Eval90—
langchain-langgraph-supervisor@langchain/langgraph-supervisorFrameworks & Eval73—
deepagentsdeepagentsFrameworks & Eval73—
create-langgraphcreate-langgraphFrameworks & Eval73—
langchain-langgraph-sdk@langchain/langgraph-sdkFrameworks & Eval73—
langchain-openai@langchain/openaiFrameworks & Eval57—
langchain-mcp-adapters@langchain/mcp-adaptersFrameworks & Eval57—
langchain-community@langchain/communityFrameworks & Eval73—
langchain-agentfoliolangchain-agentfolioFrameworks & Eval90—
langchain-google-genai@langchain/google-genaiFrameworks & Eval57—
langchain-langgraph-swarm@langchain/langgraph-swarmFrameworks & Eval73—
elelemelelemFrameworks & Eval90—
stripe-agent-toolkit@stripe/agent-toolkitFrameworks & Eval73—
langchain-anthropic@langchain/anthropicFrameworks & Eval57—
osohq-langchain@osohq/langchainFrameworks & Eval90—
langchain-aws@langchain/awsFrameworks & Eval57—
langchain-copilotkitlangchain-copilotkitFrameworks & Eval90—
langchain-textsplitters@langchain/textsplittersFrameworks & Eval57—
langchainhublangchainhubFrameworks & Eval73—
pocketflow-jspocketflow-jsFrameworks & Eval90—
serverlessserverlessFrameworks & Eval90—
livekit-agents-plugin-openai@livekit/agents-plugin-openaiFrameworks & Eval73—
backpackflowbackpackflowFrameworks & Eval73—
pocketflow-core@pocketflow/coreFrameworks & Eval90—
llm-dev-ops-llm-schema-registry-integrations@llm-dev-ops/llm-schema-registry-integrationsFrameworks & Eval73—
open-mercato-ai-assistant@open-mercato/ai-assistantFrameworks & Eval73—
litechainlitechainFrameworks & Eval90—
ax-llm-ax@ax-llm/axFrameworks & Eval73—
llm-spend-guardllm-spend-guardFrameworks & Eval90—
hopfieldhopfieldFrameworks & Eval73—
outputai-llm@outputai/llmFrameworks & Eval90—
mastra-core@mastra/coreFrameworks & Eval90—
claude-skills-libraryclaude-skills-libraryFrameworks & Eval90—
nlux-react@nlux/reactFrameworks & Eval90—
vulnbusterVulnBusterAI Agent40—
gradio-agentchatbotgradio_agentchatbotChat & Companion57—
site-agentsite-agentAI Agent57—
cs-agentcs-agentChat & Companion57—
referataireferataiChat & Companion57—
openai-chatgpt-turbo-uiOpenAI_chatgpt-turbo-UIChat & Companion40—
xylariaXylariaChat & Companion40—
fara-browseruseFara-BrowserUseAI Agent57—
fleetmind-in-actionfleetmind-in-actionAI Agent40—
ai-recruiting-agentAI_Recruiting_AgentAI Agent57—
chatgpt-assistantChatGPT-AssistantChat & Companion57—
hy-embodied-0-5HY-Embodied-0.5Chat & Companion57—
pixdietPixDietChat & Companion40—
self-chatself-chatChat & Companion57—
graphstrikegraphstrikeAI Agent57—
shillrank-agentshillrank-agentAI Agent40—
finario-ai-agent-and-mcpFinario-AI-Agent-and-MCPAI Agent57—
orynxml-backendorynxml-backendChat & Companion57—
synergy-aiSynergy-aiChat & Companion57—
huggingface-chatbot-cascadeHuggingface_Chatbot_CascadeChat & Companion57—
babel-1-world-engineBabel-1-World-EngineAI Agent57—
apiAPIChat & Companion57—
paper-survey-agentpaper-survey-agentAI Agent40—
metaenvMetaEnvAI Agent57—
admissions-envadmissions_envAI Agent57—
flight-rebookingflight-rebookingAI Agent40—
meeting-scheduler-openenvmeeting-scheduler-openenvAI Agent57—
itil-reflexion-agentitil-reflexion-agentAI Agent57—
champion-council-privateChampion_Council_privateAI Agent57—
siteagentsiteagentAI Agent57—
pixdiet-old-mistralPixDiet-Old-MistralChat & Companion40—
pubmed-ragpubmed_ragChat & Companion40—
trip-planner-v1-toolstrip_planner_v1_toolsChat & Companion57—
finflowFinFLowChat & Companion57—
insurellmraginsurellmragChat & Companion40—
gptgptChat & Companion40—
linguaicoachlinguAIcoachChat & Companion57—
scholarbotScholarBotChat & Companion57—
irtazairtazaChat & Companion57—
sentiment-chat-appsentiment-chat-appChat & Companion57—
chatgkschatGKSChat & Companion57—
research-ai-assistantResearch_AI_AssistantChat & Companion57—
dataengenvDataEngEnvAI Agent57—
multi-cloud-optimizermulti_cloud_optimizerAI Agent57—
customer-support-envcustomer-support-envAI Agent57—
clinical-trial-optimizerclinical-trial-optimizerAI Agent57—
macro-signal-envmacro-signal-envAI Agent57—
data-cleaning-envdata-cleaning-envAI Agent57—
agentic-customer-experience-simulationAgentic_Customer_Experience_SimulationAI Agent57—
devops-incident-responsedevops-incident-responseAI Agent57—
auditrixAuditrixAI Agent57—
my-envmy-envAI Agent57—
adaptive-backend-traffic-controlleradaptive-backend-traffic-controllerAI Agent57—
messy-data-triage-gymmessy-data-triage-gymAI Agent57—
smartgrid-rl-env-backupsmartgrid-rl-env-backupAI Agent57—
incidentops-openenvincidentops-openenvAI Agent57—
last-mile-logistics-env-v1last-mile-logistics-env-v1AI Agent57—
code-review-envcode-review-envAI Agent57—
shopeasy-support-gymshopeasy-support-gymAI Agent57—
cybersoc-arenacybersoc-arenaAI Agent57—
graphstrike-model-traininggraphstrike-model-trainingAI Agent57—
training-spacetraining-spaceAI Agent57—
compliance-gym-lendingcompliance-gym-lendingAI Agent57—
saas-audit-envsaas-audit-envAI Agent57—
policyqa-commandrplus-rag-agentPolicyQA-CommandRPlus-RAG-AgentAI Agent57—
radifyradifyAI Agent57—
osogritvoiceOSOGRITVOICEAI Agent40—
gritvoice45GRITVOICE45AI Agent57—
atharvaatharvaAI Agent57—
gaia-eval-l1-20gaia-eval-l1-20AI Agent57—
basic-agent-trainingBasic_Agent_TrainingAI Agent57—
voice-ocr-agentVoice_OCR_AgentAI Agent40—
dynamic-function-calling-agentDynamic-Function-Calling-AgentAI Agent57—
home-assistant-diagnostics-agentHome-Assistant-Diagnostics-AgentAI Agent57—
localspark-ailocalspark-aiAI Agent57—
quiz-agent4quiz-agent4AI Agent57—
quiz-agent3quiz-agent3AI Agent40—
tdsfinaltdsfinalAI Agent57—
lavent-marketing-agentlavent-marketing-agentAI Agent57—
quiz-agent1quiz-agent1AI Agent40—
tdsproject2TDSPROJECT2AI Agent57—
hs-unit4-agenths-unit4-agentAI Agent57—
voice-agentVoice_AgentAI Agent57—
magic-patternsMagic PatternsImage & Design90—
bolt-new-v2Bolt.new (StackBlitz)Coding90—
coplayCoplayCoding90—
sema4-aiSema4.aiWorkflow & Automation90—
runner-h-h-companyRunner H (H Company)AI Agent90—
proxy-convergenceProxy (Convergence AI)AI Agent40—
replit-ai-agentReplit AI (Ghostwriter)Coding90—
genie-cosineGenie (Cosine AI)Coding90—
phonelyPhonelyVoice90—
sierra-platformSierra (CX agent platform)Customer Experience90—
parloaParloaCustomer Experience90—
decagon-platformDecagon AI AgentCustomer Experience90—
11x-ai11x.aiProductivity90—
artisan-aiArtisan AIProductivity73—
rox-aiRoxProductivity90—
elicit-researchElicitResearch90—
granola-aiGranola AIProductivity90—
autogen-microsoftMicrosoft AutoGenFrameworks & Eval90—
arize-phoenixArize PhoenixFrameworks & Eval90—
agentops-aiAgentOpsFrameworks & Eval90—
hyperbolic-aiHyperbolicInfrastructure90—
mem-0-aiMem0 AIInfrastructure90—
langgraph-platformLangGraph PlatformFrameworks & Eval90—
weaviate-platformWeaviate CloudInfrastructure90—
cline-2Cline (latest)Coding90—
warp-ai-terminalWarp AI TerminalCoding90—
roocodeRoo CodeCoding73—
ampcodeAmpCode by SourcegraphCoding90—
lex-pageLexImage & Design85STEADY
openaiAPI PlatformOpenAICoding90
getnudgeaiBest AI Scribe and Coding Platform for Clinical AI Solutions - Nudge AIProductivity90VITAL
photoguruaiThe Best AI Headshots GeneratorChat & Companion75STEADY
nurgo-softwareBrainSoup: build an AI team that works for youWorkflow & Automation70STEADY
plantphotoaiBest free AI-crafted plant photosPlantPhotoAIAI Agent70
hyperwriteaiHyperWriteAI Writing AssistantVoice85
magicstudioCreate images from textAI Image Generator by Magic StudioImage & Design90
chatgptwriterJetwriter AI: Personalized AI Writing Assistant for Chrome, Desktop & Mobile. Free to Try.Research50FADING
airkitAgentforce: The AI Agent PlatformSalesforceCustomer Experience50
try-saneboxSaneBoxEmail Management for Any InboxProductivity90
theunwindaiunwind aiAI Agent70STEADY
spellappAI Document GeneratorSpell AIAI Agent90
sitegptSiteGPT - Make AI your expert customer support agentChat & Companion90VITAL
planttattoosaiAI Plant Tattoo GeneratorPlantTattoosAIImage & Design70
republiclabsRepublicLabs.aiGenerate images and videos from AI Generative modelsImage & Design80
text2infographicText to Infographic — AI Infographic GeneratorAI Agent85STEADY
publicprompts-artPublic Prompts - Free AI Prompts, Models & ResourcesWorkflow & Automation70STEADY
playgroundaiFree AI Design Tool: Logos, T-Shirts, Social Media - PlaygroundImage & Design75STEADY
prisma-aiLensa - Prisma LabsImage & Design70STEADY
robin-aiRobin AILegal50FADING
browser-use-browser-harnessbrowser-use/browser-harnessAI Agent40—
avadsa25-codecAVADSA25/codecCoding40—
bitterbot-ai-bitterbot-desktopBitterbot-AI/bitterbot-desktopAI Agent40—
blockrunai-franklinBlockRunAI/FranklinAI Agent40—
cosmicstack-labs-mercury-agentcosmicstack-labs/mercury-agentAI Agent40—
crisandrews-clawcodecrisandrews/ClawCodeCoding40—
dimknaf-braindbdimknaf/braindbAI Agent40—
eggbrid2-mobileclaweggbrid2/mobileClawWorkflow & Automation40—
ag2ai-ag2ag2ai/ag2AI Agent50FADING
alibaba-page-agentalibaba/page-agentAI Agent40—
alibaba-spring-ai-alibabaalibaba/spring-ai-alibabaCoding40—
asheshgoplani-agent-deckasheshgoplani/agent-deckCoding40—
automaapp-automaAutomaApp/automaWorkflow & Automation50FADING
beever-ai-beever-atlasBeever-AI/beever-atlasAI Agent40—
browser-use-browser-usebrowser-use/browser-useWorkflow & Automation40—
copilotkit-copilotkitCopilotKit/CopilotKitAI Agent40—
areal-project-arealAReaLAI Agent55—
cherryhq-cherry-studioCherry StudioChat & Companion72—
clockless-org-html-anythinghtml-anythingCoding65—
coderluii-holyclaudeHolyClaudeCoding67—
aifordevelopersAI for DevelopersCoding57FADING
aidc-ai-comfyui-copilotAIDC-AI/ComfyUI-CopilotImage & Design82STEADY
erickong-aura-agenterickong/aura-agentAI Agent67FADING
esengine-deepseek-reasonixesengine/DeepSeek-ReasonixAI Agent50FADING
fazxes-claude-codefazxes/Claude-codeCoding60FADING
genieincodebottle-generative-aigenieincodebottle/generative-aiResearch80STEADY
gitlawb-openclaudeopenclaudeCoding72STEADY
gizclaw-flowcraftGizClaw/flowcraftFrameworks & Eval82STEADY
google-agents-cligoogle/agents-cliFrameworks & Eval80STEADY
gi-dellav-zerostackgi-dellav/zerostackCoding70STEADY
google-cloud-ai-agent-platformGoogle-Cloud-AI/agent-platformFrameworks & Eval80STEADY
gptme-gptmegptme/gptmeCoding75STEADY
gistaiGist AIProductivity63FADING
he-yufeng-corecoderhe-yufeng/CoreCoderCoding70STEADY
graykode-abtopgraykode/abtopCoding82STEADY
heymrun-heymheymrun/heymWorkflow & Automation80STEADY
hello-qm-catgo-lrgHello-QM/catgo-LRGSpecialized verticals82STEADY
hkuds-deepcodeHKUDS/DeepCodeCoding90VITAL
hkuds-vibe-tradingVibe-TradingAI Agent76STEADY
hughyau-qiushi-skillQiushi SkillAI Agent61FADING
holaboss-ai-holaosholabossAI Agent66FADING
hugohe3-ppt-masterhugohe3/ppt-masterProductivity80STEADY
itayinbarr-little-coderitayinbarr/little-coderCoding70STEADY
jackwener-openclijackwener/OpenCLIWorkflow & Automation75STEADY
jeinlee1991-chinese-llm-benchmarkjeinlee1991/chinese-llm-benchmarkFrameworks & Eval70STEADY
jordanrendric-claude-video-visionjordanrendric/claude-video-visionCoding82STEADY
langroid-langroidlangroid/langroidFrameworks & Eval85STEADY
leon-ai-leonleon-ai/leonChat & Companion75STEADY
letta-ai-lettaletta-ai/lettaFrameworks & Eval80STEADY
lsdefine-genericagentlsdefine/GenericAgentAI Agent82STEADY
mai-with-u-maibotMai-with-u/MaiBotCoding75STEADY
manavarya09-design-extractManavarya09/design-extractImage & Design10FLATLINE
lucasrosati-claude-code-memory-setuplucasrosati/claude-code-memory-setupCoding82STEADY
mcp-brasil-mcp-brasilMcp-Brasil/mcp-brasilInfrastructure82STEADY
microsoft-autogenmicrosoft/autogenFrameworks & Eval80STEADY
memtensor-skills-voteSkillsVoteAI Agent64FADING
miomioos-mioislandMioIslandCoding71STEADY
minishlab-sembleMinishLab/sembleCoding85STEADY
myicor-mypkamyICORProductivity59FADING
nduckmink-arkonnduckmink/arkonMCP Server67FADING
neothecapt-redteamagentNeoTheCapt/RedteamAgentCoding73STEADY
nexu-io-html-anythingHTML AnythingCoding74STEADY
portialabsPortia Labs (Rezonant)Coding64—
nesquena-hermes-webuinesquena/hermes-webuiAI Agent80STEADY
nocobase-nocobasenocobase/nocobaseWorkflow & Automation75STEADY
ogulcancelik-herdrogulcancelik/herdrAI Agent75STEADY
omyarewar-phantomOmYarewar/PHANTOMSpecialized verticals82STEADY
op7418-guizang-ppt-skillop7418/guizang-ppt-skillImage & Design82STEADY
opensensenova-sensenova-skillsOpenSenseNova/SenseNova-SkillsWorkflow & Automation73STEADY
pacifio-cerseipacifio/cerseiAI Agent70STEADY
pattern-ai-labs-agentcallpattern-ai-labs/agentcallVoice50FADING
patterai-patterPatterAI/PatterVoice80STEADY
pguso-ai-agents-from-scratchpguso/ai-agents-from-scratchAI Agent80STEADY
ryancodrai-turbovecRyanCodrai/turbovecAI Agent85STEADY
writewithlaikaWrite with LaikaAI Agent38—
santifer-career-opssantifer/career-opsCoding50FADING
storybloq-storybloqStorybloq/storybloqCoding70STEADY
synapseorch-ai-synapse-aisynapseorch-ai/synapse-aiInfrastructure50FADING
swarmclawai-swarmvaultswarmclawai/swarmvaultCoding75STEADY
thinkwatchproject-thinkwatchThinkWatchProject/ThinkWatchInfrastructure75STEADY
trycua-cuatrycua/cuaInfrastructure85STEADY
the-pocket-pocketflowThe-Pocket/PocketFlowAI Agent85STEADY
vectifyai-openkbVectifyAI/OpenKBAI Agent70STEADY
wanshuiyin-auto-claude-code-research-in-sleepwanshuiyin/Auto-claude-code-research-in-sleepResearch82STEADY
usewhale-deepseek-code-whaleusewhale/DeepSeek-Code-WhaleCoding85STEADY
withkynam-vibecode-pro-max-kitwithkynam/vibecode-pro-max-kitCoding82STEADY
xiangyue-zhang-auto-deep-researcher-24x7Xiangyue-Zhang/auto-deep-researcher-24x7Research50FADING
windy3f3f3f3f-claude-code-from-scratchWindy3f3f3f3f/claude-code-from-scratchCoding75STEADY
yv17labs-ghostdeskYV17labs/GhostDeskWorkflow & Automation80STEADY
tt-a1i-hivett-a1i/hiveCoding50FADING
havingautism-codemini-clihavingautism/Codemini-CLICoding80STEADY
zjunlp-sciatlaszjunlp/SciAtlasResearch50FADING
skalesapp-skalesskalesapp/skalesCoding50FADING
zhulinsen-daily-stock-analysisZhuLinsen/daily_stock_analysisMarketing & Content75STEADY
google-adk-pythongoogle/adk-pythonCoding50FADING
pingcap-tidbpingcap/tidbInfrastructure50FADING
claudiodrews-memory-osClaudioDrews/memory-osInfrastructure73STEADY
elizaos-elizaelizaOS/elizaAI Agent50FADING
tencent-weknoraTencent/WeKnoraAI Agent50FADING
flyteorg-flyteflyteorg/flyteWorkflow & Automation50FADING
strands-agents-harness-sdkstrands-agents/harness-sdkCoding50FADING
the-open-agent-openagentthe-open-agent/openagentCustomer Experience50FADING
grab-cursor-talk-to-figma-mcpgrab/cursor-talk-to-figma-mcpImage & Design50FADING
crestalnetwork-intentkitcrestalnetwork/intentkitInfrastructure50FADING
promptfoo-promptfoopromptfoo/promptfooAI Agent50FADING
ruc-datalab-deepanalyzeruc-datalab/DeepAnalyzeAI Agent50FADING
can1357-oh-my-pican1357/oh-my-piAI Agent50FADING
narcooo-inkosNarcooo/inkosAI Agent80STEADY
ufomiao-zcfUfoMiao/zcfCoding50FADING
geekjourneyx-md2wechat-skillgeekjourneyx/md2wechat-skillChat & Companion50FADING
commandcodeai-command-codeCommandCodeAI/command-codeCoding50FADING
covibes-zeroshotcovibes/zeroshotCoding50FADING
can4hou6joeng4-boss-agent-clican4hou6joeng4/boss-agent-cliAI Agent50FADING
cloakhq-cloakbrowserCloakHQ/CloakBrowserAI Agent50FADING
getmaxun-maxungetmaxun/maxunCoding50FADING
pinchtab-pinchtabpinchtab/pinchtabInfrastructure82STEADY
h4ckf0r0day-obscurah4ckf0r0day/obscuraAI Agent50FADING
clawd-botclawd-botAI Agent50FADING
ioniioniAI Agent50FADING
muno-workmuno-workAI Agent50FADING
paseru-sinewPaseru/sinewCoding50FADING
constellation-engine-constellation-engineCONSTELLATION-ENGINE/constellation-engineAI Agent50FADING
denissergeevitch-agents-best-practicesDenisSergeevitch/agents-best-practicesFrameworks & Eval82STEADY
zhitongblog-solomdzhitongblog/solomdProductivity82STEADY
ryjoxtechnologies-octopoda-osRyjoxTechnologies/Octopoda-OSAI Agent50FADING
iamcorey-kookyiAmCorey/kookyCoding82STEADY
agentforce314-clawcodexagentforce314/clawcodexCoding50FADING
steel-dev-steel-browsersteel-dev/steel-browserCoding50FADING
autoscrape-labs-pydollautoscrape-labs/pydollWorkflow & Automation50FADING
jo-inc-camofox-browserjo-inc/camofox-browserInfrastructure82STEADY
siyuan-note-siyuansiyuan-note/siyuanProductivity50FADING
browser-use-workflow-usebrowser-use/workflow-useWorkflow & Automation50FADING
fellouai-ekoFellouAI/ekoWorkflow & Automation50FADING
cellium-project-cellium-agentCellium-Project/Cellium-AgentAI Agent50FADING
longyunfeigu-learn-hermes-agentlongyunfeigu/learn-hermes-agentFrameworks & Eval82STEADY
ekkolearnai-hermes-studioHermes StudioChat & Companion74—
worldwonderer-oh-story-claudecodeoh-story-claudecodeMarketing & Content63—
playwright-community-playwright-goplaywright-community/playwright-goWorkflow & Automation50FADING
oshayr-llm-wikiOshayr/LLM-WikiMCP Server82STEADY
raphaelmansuy-edgecrabraphaelmansuy/edgecrabCoding50FADING
amap-ml-skillclawSkillClawFrameworks & Eval70—
sandydasari-openacmeOpenAcmeFrameworks & Eval61—
yantrikos-yantrikdb-hermes-pluginYantrikDB Hermes PluginInfrastructure57—
windy3f3f3f3f-how-claude-code-worksWindy3f3f3f3f/how-claude-code-worksCoding50FADING
skwallace36-pepperskwallace36/PepperMCP Server82STEADY
walkinglabs-awesome-harness-engineeringwalkinglabs/awesome-harness-engineeringMCP Server67FADING
agentplaceagentplaceAI Agent50FADING
walkinglabs-hands-on-modern-rlwalkinglabs/hands-on-modern-rlAI Agent50FADING
cometchatcometchatChat & Companion50FADING
pageonpageonAI Agent50FADING
eugeniughelbur-obsidian-second-braineugeniughelbur/obsidian-second-brainCoding50FADING
adeptAdept AIProductivity50FADING
kevrojo-dulusKevRojo/DulusInfrastructure50FADING
atlassianAtlassian RovoProductivity50FADING
dietrichgebert-ponytailDietrichGebert/ponytailCoding50FADING
mybono-ai-orchestratorai-orchestratorFrameworks & Eval58—
prava-spacePravaInfrastructure67—
stakpak-agentStakpakInfrastructure71—
sikamikanikobg-homelab-monitorSikamikanikoBG/homelab-monitorAI Agent50FADING
omnigent-ai-omnigentomnigent-ai/omnigentCoding50FADING
google-antigravity-antigravity-sdk-pythongoogle-antigravity/antigravity-sdk-pythonAI Agent50FADING
voltagentVoltAgentFrameworks & Eval76—
zeroclaw-labs-zeroclawZeroClawInfrastructure79—
itsinseong-value-for-fableitsinseong/value-for-fableCoding67FADING
scheidydude-codeindexscheidydude/codeindexCoding82STEADY
modelstudioai-climodelstudioai/cliWorkflow & Automation50FADING
freepeak-leankgFreePeak/LeanKGAI Agent50FADING
volcengine-searchclivolcengine/SearchCLIFrameworks & Eval82STEADY
utopai-research-pai-proUtopai-Research/pai-proResearch67FADING
getcrew44-crew44getcrew44/crew44AI Agent50FADING
the-open-engine-zeroshotthe-open-engine/zeroshotCoding50FADING
decolua-9remotedecolua/9remoteCoding50FADING
ykdojo-claude-code-tipsykdojo/claude-code-tipsMCP Server67FADING
montferret-ferretMontFerret/ferretWorkflow & Automation50FADING
juanjuandog-finsight-aijuanjuandog/FinSight-AIResearch82STEADY
open-multi-agent-open-multi-agentopen-multi-agent/open-multi-agentWorkflow & Automation50FADING
mvanhorn-cli-printing-pressmvanhorn/cli-printing-pressInfrastructure82STEADY
juliusbrussee-cavememJuliusBrussee/cavememAI Agent50FADING
thedaviddias-front-end-checklistthedaviddias/Front-End-ChecklistCoding50FADING
cartesiaCartesiaVoice50FADING
imbueImbueProductivity50FADING
lakeraLakeraOther50FADING
jnmetacode-agency-orchestratorjnMetaCode/agency-orchestratorCoding50FADING
e2bE2B SandboxesDevOps50FADING
lettaLettaFrameworks & Eval50FADING
lumalabsLuma (Dream Machine)Image & Design50FADING
kaelio-ktxKaelio/ktxCoding50FADING
shenmintao-marginaliashenmintao/marginaliaProductivity82STEADY
lukresxd-claw-skeletonLuKresXD/claw-skeletonCoding82STEADY
nudgebee-nudgebeenudgebee/nudgebeeWorkflow & Automation50FADING
aws-devtools-labs-aws-blocksaws-devtools-labs/aws-blocksCoding82STEADY
oritera-cairnoritera/CairnAI Agent82STEADY
kilo-org-kilocodekilo-org-kilocodeCoding50FADING
prismer-ai-prismercloudPrismer-AI/PrismerCloudInfrastructure85STEADY
marqoMarqoOther75STEADY
copyCopy.aiMarketing & Content74—
lindyLindyProductivity73—
supertrained-rhumbsupertrained/rhumbAI Agent50FADING
scotia1973-bot-api-hubscotia1973-bot/api-hubAI Agent50FADING
sitbon-maggsitbon/maggAI Agent50FADING
sf1nx-x402station-mcpsF1nX/x402station-mcpAI Agent50FADING
smart-mcp-proxy-mcpproxy-gosmart-mcp-proxy/mcpproxy-goCoding50FADING
sonnyflylock-voxie-ai-directory-mcpsonnyflylock/voxie-ai-directory-mcpMCP Server60FADING
surescaleai-openai-gpt-image-mcpSureScaleAI/openai-gpt-image-mcpMCP Server53FADING
veriteknik-pluggedin-mcp-proxyVeriTeknik/pluggedin-mcp-proxyMCP Server82STEADY
tigranbs-mcgravitytigranbs/mcgravityAI Agent73STEADY
viperjuice-mcp-gatewayViperJuice/mcp-gatewayMCP Server82STEADY
waystation-ai-mcpwaystation-ai/mcpAI Agent50FADING
whiteknightonhorse-apibasewhiteknightonhorse/APIbaseInfrastructure50FADING
x402-index-x402search-mcpx402-index/x402search-mcpMCP Server67FADING
ikoskela-wisepanel-mcpikoskela/wisepanel-mcpMCP Server82STEADY
swarmwage-swarmwageSwarmwage/swarmwageAI Agent50FADING
activepieces-activepiecesActivepiecesWorkflow & Automation76—
askhapaxaskhapaxAI Agent50FADING
2noise-chattts2noise/ChatTTSVoice50FADING
acedatacloud-fluxmcpAceDataCloud/FluxMCPMCP Server82—
ahujasid-blender-mcpBlender MCPImage & Design82—
airjellyAirJellyProductivity70—
asmith26-jupytercad-mcpjupytercad-mcpFrameworks & Eval66—
run-llama-liteparseLiteParseInfrastructure85—
atlas-newAtlasSpecialized verticals71—
block-goosegooseCoding84—
epsillaEpsillaFrameworks & Eval70—
workflowmachineWorkflow MachineWorkflow & Automation72—
forgemeshlabs-coinopai-mcpKronos (CoinOpAI)Specialized verticals71—
1mcp-app-agent1MCP AgentInfrastructure74—
mcpqueen-mcpqueenMCP QueenFrameworks & Eval76—
aganium-ageniumAgeniumProductivity58—
agentbodegastore-agentbodegaAgentBodegaInfrastructure66—
elisymlabs-elisymElisymInfrastructure55—
alexar76-aimarket-pluginsAICOM (AIMarket)Infrastructure60—
rhein1-agoragentic-integrationsAgoragentic IntegrationsInfrastructure68—
avotsai-avots-mcpAvots MCPInfrastructure72—
data-everything-mcp-server-templatesMCP Server TemplatesInfrastructure48—
depwire-depwireDepwireCoding79—
carlosahumada89-govrider-mcp-serverGovriderSpecialized verticals44—
jabbawocky-proposalcraftProposalCraftProductivity68—
jovancoding-network-aiNetwork-AIFrameworks & Eval76—
julien040-anyqueryAnyqueryInfrastructure78—
juspay-neurolinkNeuroLinkInfrastructure60—
google-gemini-gemini-cliGemini CLICoding76—
clanker-records-crompton-networkC.W.A. (Crompton Network)AI Agent45—
forcedreamai-forcedream-mcpForceDreamInfrastructure50—
humanforai-humanforai-mcpHuman For AISpecialized verticals66—
opentabs-dev-opentabsOpenTabsInfrastructure64—
pantani-ableton-mindableton-mindSpecialized verticals72—
pantani-tdmcptdmcpSpecialized verticals70—
portel-dev-ncpNCP (Natural Context Provider)Infrastructure71—
glama-ai-tool-definition-quality-scoreTool Definition Quality Score (TDQS)Frameworks & Eval73—
quokkapix-quokkapix-mcpQuokkaPix MCP RunnerImage & Design74—
singhpratech-crimson-crab-mcp-templatecrimson-crabFrameworks & Eval76—
thebrierfox-the-stallThe StallInfrastructure58—
tsouth89-toolportToolportInfrastructure84—
cafferychen777-chatspatialChatSpatialSpecialized verticals72—
kentucky-ai-opentakeoffOpenTakeoffSpecialized verticals70—
bobaba99-motionlintMotionLintFrameworks & Eval80—
genomoncology-biomcpBioMCPSpecialized verticals82—
raveenb-fal-mcp-serverFal MCP ServerImage & Design62—
dnaerys-onekgpd-mcpDnaerys 1000 Genomes MCPSpecialized verticals63—
healthchainai-healthchainHealthChainSpecialized verticals66—
mymedi-ai-mymedi-ai-mcp-serverMyMedi-AI Bot MarketplaceSpecialized verticals65—
rdanieli-tentra-mcpTentraInfrastructure68—
tatsuju-opdstar-nhi-mcpOPDSTARSpecialized verticals58—
uxloom-dev-uxloomUXLoomFrameworks & Eval71—
segentic-lab-periscope-mcpPeriscope MCP (Segentic Lab)Frameworks & Eval61—
john-broadway-proximoProximoInfrastructure76—
johnneerdael-netskope-mcpNetskope NPA MCPInfrastructure80—
swimmwatch-cloakbrowser-mcpCloakBrowser MCPFrameworks & Eval77—
vincentvella-devloopDevloopCoding79—
nwiizo-tfmcptfmcpInfrastructure64—
acedatacloud-seedreammcpAceDataCloud/SeedreamMCPMCP Server82—
agentscope-ai-agentscopeAgentScopeAI Agent70—
aliafsahnoudeh-shahnameh-mcp-serveraliafsahnoudeh/shahnameh-mcp-serverMCP Server60—
alikarami-mikromcpMikroMCPInfrastructure79—
attalla1-photopea-mcp-serverattalla1/photopea-mcp-serverImage & Design80—
awslabs-mcpOpen Source MCP Servers for AWSInfrastructure83—
bluesprince-thiri-mcpBluesPrince/thiri-mcpMCP Server80—
chaandannn-finopsmcpnableInfrastructure74—
eat-pray-ai-yutuyutuMarketing & Content71—
ertad-family-liquidertad-family/liquidMCP Server80—
executeautomation-mcp-playwrightPlaywright MCP Server (ExecuteAutomation)Frameworks & Eval58—
feedthrough-feedthroughFeedthroughCoding78—
gregario-astronomy-oraclegregario/astronomy-oracleMCP Server82—
hshintelligence-agent-scrapeAgentScrapeInfrastructure69—
junipr-labs-mcp-serverJunipr MCP ServerWorkflow & Automation41—
leo-lilinxiao-codex-autoresearchleo-lilinxiao/codex-autoresearchDeveloper Tool82—
mathiaspaulenko-wavexis-mcpWaveXisMCPInfrastructure81—
tc-rebillionAI Transaction Coordination for Real EstateReBillionWorkflow & Automation90
youngbryan97-aurayoungbryan97/auraDeveloper Tool80—
tencentcloudbase-cloudbase-ai-toolkitCloudBase AI ToolKitInfrastructure82—
txn2-kubefwdkubefwdInfrastructure80—
agent-blueprint-mcp-serverAgent BlueprintCoding64—
avansaber-tailtest-clinetailtestFrameworks & Eval77—
onecli-onecliOneCLIInfrastructure76—
oriteOriteInfrastructure52—
phinqPhinqInfrastructure72—
sinameraji-hotcellhotcellInfrastructure80—
sshahzaiib-agy-bridgeagy-bridgeCoding66—
yepcode-mcp-server-jsYepCode MCP ServerInfrastructure73—
yoanwai-agent-managerAgent ManagerCoding73—
irskep-persistprocpersistprocInfrastructure64—
jrswab-axeAxeFrameworks & Eval70—
kubitKubitFrameworks & Eval74—
r33drichards-mcp-jsmcp-v8Infrastructure80—
lacs-project-sysknifeSysKnifeInfrastructure81—
oraios-serenaSerenaCoding84—
rtrvrRoverCustomer Experience66—
shashankss1205-codegraphcontextCodeGraphContextCoding76—
squadcueSquadCueWorkflow & Automation73—
twillTwillCoding74—
wende-cicadaCicadaCoding76—
luisgf-infrabrokerinfrabrokerInfrastructure74—
ksterx-srunxsrunxInfrastructure72—
vizardVizardMarketing & Content74—
whodunnitaiWhoDunnitAIVoice60—
yomiracle-trinity-liteTrinity LiteWorkflow & Automation73—
soren-achebe-backscrollbackscrollInfrastructure70—
blinkingbit-oss-execkitexeckitInfrastructure74—
easton-ou-rootpilot-mcpRootPilotInfrastructure71—
anypost-emailmdemailmdMarketing & Content72—
automatelab-tech-content-distribution-mcpContent Distribution MCPMarketing & Content74—
bababoi-bibilabu-agent-mqagent-mqInfrastructure58—
ethanqc-feishu-user-pluginfeishu-user-pluginProductivity71—
omniworkOmniworkMarketing & Content69—
cactuscomputeCactusInfrastructure73—
operative-sh-web-eval-agentOperative (web-eval-agent)Frameworks & Eval72—
imdinu-apple-mail-mcpApple Mail MCPProductivity75—
joinly-ai-joinlyjoinly.aiProductivity68—
kushneryk-join-cloudJoin.cloudInfrastructure74—
codewithbulletBulletCoding73—
fathomFathomProductivity76—
ztxtxwd-open-feishu-mcp-serverFeishu MCP ServerInfrastructure52—
aymericzip-intlayerIntlayerCoding73—
centralmind-gatewayCentralMind GatewayInfrastructure74—
clarasdrClaraCustomer Experience57—
frowningdev-django-orm-lensDjango ORM LensCoding84—
googleapis-genai-toolboxMCP Toolbox for DatabasesInfrastructure85—
neo4j-contrib-mcp-neo4jNeo4j MCP IntegrationsInfrastructure74—
rashidazarang-airtable-mcpAirtable MCPInfrastructure79—
superhq-ai-superhqSuperHQCoding63—
feedoracleFeedOracleSpecialized verticals80—
clarkchatClark LabsAI Agent66—
roomoteRoomoteCoding78—
screenpipe-screenpipescreenpipeProductivity81—
claude-codeClaude CodeCoding91—
supabase-community-supabase-mcpSupabase MCP ServerInfrastructure85—
callstackincubator-agent-deviceagent-deviceCoding80—
deusdata-codebase-memory-mcpcodebase-memory-mcpCoding82—
drhalto-agentmakoagentmakoCoding74—
ozgurcd-gographgographCoding80—
hyperprobeHyperProbeInfrastructure71—
klawklawInfrastructure64—
statewright-statewrightStatewrightWorkflow & Automation73—
openai-codexCodex CLICoding85—
zw008-vmware-aiopsvmware-aiops (agent skill)Infrastructure56—
augmnt-augments-mcp-serverAugmentsCoding73—
automation-ai-labs-mcp-linkMCP.LinkWorkflow & Automation72—
bgauryy-octocode-mcpOctocodeCoding82—
cjo4m06-mcp-shrimp-task-managerShrimp Task ManagerCoding75—
muvon-octocodeOctocode (muvon)Coding78—
phpcodearcheology-phpcodearcheologyPhpCodeArcheologyCoding77—
glips-figma-context-mcpFramelinkCoding80—
haris-musa-excel-mcp-serverExcel MCP ServerProductivity74—
hidai25-eval-viewEvalViewFrameworks & Eval70—
hyperb1iss-droidmindDroidMindSpecialized verticals71—
construct-computerConstructWorkflow & Automation76—
agnostAgnost AIFrameworks & Eval78—
blackwell-systems-agent-lspagent-lspCoding79—
lpigeon-ros-mcp-serverRobotMCPSpecialized verticals81—
anyframeAnyFrameWorkflow & Automation71—
joinkatalystKatalystCustomer Experience73—
axel-buildAxelWorkflow & Automation70—
forcedreamForceDreamInfrastructure70—
maritimeMaritimeInfrastructure75—
proliferate-ai-proliferateProliferateCoding73—
sbroenne-mcp-server-excelExcel MCP ServerWorkflow & Automation80—
srclight-srclightSrclightCoding72—
utensils-mcp-nixosMCP-NixOSInfrastructure78—
veelenga-claude-mermaidclaude-mermaidCoding80—
chronulusai-chronulus-mcpChronulus AI (MCP)Research62—
dograhDograhVoice76—
childrentime-reactuseReactUseCoding74—
dataeval-dingoDingoFrameworks & Eval72—
datalayer-jupyter-mcp-serverJupyter MCP ServerCoding74—
kdqed-zaturnZaturnResearch58—
vlayer-xyz-vlayervlayerInfrastructure70—
splitsenseSplitsenseMarketing & Content73—
topviewTopviewImage & Design80—
nteract-semioticSemioticDeveloper Tool75—
reflexioReflexioInfrastructure78—
doop-designDoopImage & Design77—
kombaiKombaiImage & Design75—
valory-xyz-open-autonomyOpen Autonomy (Olas)Frameworks & Eval73—
vladimir-human-humanizer-ruhumanizer-ruSpecialized verticals66—
get-concord-ai-concord-mcpConcord AIInfrastructure70—
modeinspectModeImage & Design76—
ayman3000-naseem-appNaseemCoding79—
q00-ouroborosOuroborosFrameworks & Eval74—
gozargah-marzbanMarzbanInfrastructure70—
hardenHardenInfrastructure85—
theloquaLoquaVoice72—
gabrielmaialva33-winx-code-agentWinxCoding78—
jamesanz-medical-mcpmedical-mcpSpecialized verticals68—
joaoh82-rustunnelrustunnelInfrastructure80—
helloariaHello AriaProductivity71—
drivenDrivenSpecialized verticals74—
nikolai-vysotskyi-trace-mcptrace-mcpCoding77—
ajitpratap0-gosqlxGoSQLXInfrastructure75—
kestra-io-mcp-server-pythonkestra-io/mcp-server-pythonWorkflow & Automation74—
acedatacloud-mcpnanobananaAceDataCloud MCP Nano BananaImage & Design72—
theguysudo-enzoENZOProductivity71—
naw103-foremergeForemergeCoding80—
otodock-oto-dockOtoDockWorkflow & Automation73—
radix-osRadixCoding70—
devmateDevMate.AICoding40—
iris-agentIrisWorkflow & Automation62—
recurseRecurseInfrastructure73—
sparrow-landSparrowInfrastructure68—
openappaOpenAPPAInfrastructure64—
rxfilmRxFilmStudioImage & Design60—
evermind-ai-ravenRaven (EverMind)Workflow & Automation70—
0xsteph-pentest-ai-agentsPentest-AISpecialized verticals81—
phraseeJacquard (formerly Phrasee)Marketing & Content70—
wise-vision-mcp-server-ros-2WiseVision ROS2 MCPInfrastructure80—
graphicle-ai-graphicleGraphicle (KarLex AI)Coding74—
supersetSupersetCoding69—
trytofuTofuInfrastructure79—
offrunOffrunCoding78—
agent37Agent 37Infrastructure80—
traceforceTraceforceSpecialized verticals73—
getviberiaViberiaCoding62—
arena42Arena42 (Agent Arena)Frameworks & Eval73—
clawezyClawezyInfrastructure67—
broxiBroxi AIWorkflow & Automation63—
openchatcutOpenChatCutImage & Design77—
docker-docker-agentDocker AgentInfrastructure83—
preset-io-agorAgor (by Preset)Workflow & Automation76—
agent-reviewsagent.reviewsFrameworks & Eval71—
pockettypockettyInfrastructure74—
openparrotParrotProductivity81—
thecraftagentsCraft AgentsWorkflow & Automation79—
lancettaLancettaProductivity78—
praexPraexCoding73—
navigeNavigeInfrastructure71—

Files in this mirror

FileWhat it contains
review-registry-public.jsonSanitized index of every published review — slug, name, category, score, tier, summary, review URL, reviewed_at. The single fastest way to load the corpus into your script
scorecards/{slug}.jsonPer-agent structured claim-vs-evidence scorecard. Fields: claim · verdict · evidence quote · source surface (homepage / pricing / docs / cli / api). Same schema for every agent regardless of how it was tested
mcp-server-card.jsonHlido MCP server advertisement — endpoint, transports, available tools, auth scheme
llms.txtLLM-friendly discovery hint (per the proposed llms.txt spec)
llms-full.txtFull review corpus rendered as plaintext for AEO / answer-engine ingest
feed.xmlRSS 2.0 of recently published reviews
sitemap-news.xmlGoogle News-style sitemap of last 48h publishes
open-data/manifest.jsonManifest for the CC-BY-4.0 open data dump on hlido.eu — generated_at, item count, SHA-256, license. The dump itself is at https://hlido.eu/data/open/hlido-corpus.jsonl
open-data/LICENSE.mdCC-BY-4.0 license + citation guidance for the open data dump (more permissive than the HF dataset's CC-BY-NC)

Open data dump (CC-BY-4.0)

The full review corpus is published as a single JSONL file under a permissive CC-BY-4.0 license — academic citation and AI-training-corpus inclusion are explicitly welcome. The dump lives at:

Refresh cadence: quarterly. Verify integrity with sha256sum -c hlido-corpus.jsonl.sha256.

How to use this mirror

Read the corpus
# Full sanitized index
curl -L https://raw.githubusercontent.com/ankitkapur1992-hlido/hlido-public/main/review-registry-public.json

# A specific scorecard
curl -L https://raw.githubusercontent.com/ankitkapur1992-hlido/hlido-public/main/scorecards/aider.json
Call the MCP server
# trust_check
curl -X POST https://hlido.eu/mcp \
  -H 'Content-Type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"trust_check","arguments":{"agent_or_url":"aider"}}}'

# find_similar_agents (semantic search via OpenAI embeddings + Cloudflare Vectorize)
curl -X POST https://hlido.eu/mcp \
  -H 'Content-Type: application/json' \
  -d '{"jsonrpc":"2.0","id":2,"method":"tools/call","params":{"name":"find_similar_agents","arguments":{"description":"AI coding assistant that edits files in a git repo","top_k":5}}}'
Connect from any MCP-aware client

Drop this into Claude Desktop, Cursor, Cline, Continue, or any MCP-aware app:

{
  "mcpServers": {
    "hlido": {
      "type": "streamable-http",
      "url": "https://hlido.eu/mcp"
    }
  }
}

What's NOT in this repo

We publish results, not the recipe. The following stay private and are intentionally not mirrored here:

  • Scoring formula weights and the exact rubric mechanics
  • Raw test artifacts (browser sessions, intermediate logs, internal screenshots)
  • Pre-publication opinion drafts and dispute correspondence
  • Operator credentials, dashboards, and internal automation state

If a vendor wants to dispute a published verdict, the report_review_issue MCP tool routes that request through our re-test queue with the same rigor as the original review.

License

Public review summaries and scorecards in this repo: CC-BY-SA 4.0 — fork, redistribute, build on top, with attribution.

Hlido logo, brand, scoring methodology, and platform code: All rights reserved.

Contact


This README and the rest of this mirror are auto-regenerated on every publish via scripts/public-repo-sync.mjs in the upstream Hlido pipeline. Do not edit directly — changes will be overwritten on the next publish.

评论

支持 Markdown

第一次接触 MCP?

从协议是什么,到在客户端里装上第一个服务,这几条回答覆盖了大多数入门问题。

一个开放协议,规定了 AI 应用如何以统一方式连接外部工具与数据源。客户端负责与模型对话,MCP 服务负责提供工具、资源和提示模板,两者通过标准消息通信,同一个服务可以被不同客户端复用。