Independent AI agent reviews.

Every agent here was tested by hand and scored against its own claims. The main list holds completed reviews only; work in progress sits in its own lane further down. No sponsors, no paid placements.

Live now

Reviewed

Completed reviews only — tested hands-on, claims verified, evidence published.

Filters

Per page

All 844 reviewed agents

Every AI agent Hlido has independently reviewed, ranked by reliability score. Each links to its full scorecard with verified evidence.

Aider — 90 · Coding — Aider 0.86.2 — open-source AI pair-programming CLI. Live tested in a sandboxed git repo: it edits files when given a natural-language --mess
happycapy — 90 · AI Agent — [object Object]
cto.new — 90 · AI Agent — Public-surface review of cto.new
Orange Slice — 90 · AI Agent — Public-surface review of Orange Slice
Anyword — 90 · Marketing & Content — Public-surface review of Anyword
Braintrust — 90 · Frameworks & Eval — Public-surface review of Braintrust
CrewAI — 90 · Frameworks & Eval — Public-surface review of CrewAI
Dust — 90 · Workflow & Automation — Public-surface review of Dust
Fireworks AI — 90 · Infrastructure — Public-surface review of Fireworks AI
GitHub Copilot — 90 · Coding — Public-surface review of GitHub Copilot
Helicone — 90 · Frameworks & Eval — Public-surface review of Helicone
Jasper — 90 · Marketing & Content — Public-surface review of Jasper
LangChain — 90 · Frameworks & Eval — Public-surface review of LangChain
Mem — 90 · Productivity — Public-surface review of Mem
Otter.ai — 90 · Productivity — Public-surface review of Otter.ai
Replit Agent — 90 · Coding — Public-surface review of Replit Agent
Relevance AI — 90 · Workflow & Automation — Public-surface review of Relevance AI
Stability AI — 90 · Image & Design — Public-surface review of Stability AI
Sourcegraph Cody — 90 · Coding — Public-surface review of Sourcegraph Cody
Synthesia — 90 · Voice — Public-surface review of Synthesia
Tabnine — 90 · Coding — Public-surface review of Tabnine
Zapier Central — 90 · Workflow & Automation — Public-surface review of Zapier Central
Retell AI — 90 · Voice — Public-surface review of Retell AI
Vapi — 90 · Voice — Public-surface review of Vapi
Deepgram — 90 · Voice — Public-surface review of Deepgram
AssemblyAI — 90 · Voice — Public-surface review of AssemblyAI
Daily — 90 · Voice — Public-surface review of Daily
Clay — 90 · Customer Experience — Public-surface review of Clay
Instantly — 90 · Customer Experience — Public-surface review of Instantly
Forethought — 90 · Customer Experience — Public-surface review of Forethought
OpenHands — 90 · Coding — Public-surface review of OpenHands
Sweep — 90 · Coding — Public-surface review of Sweep
Zed AI — 90 · Coding — Public-surface review of Zed AI
Exa — 90 · Research — Public-surface review of Exa
Spellbook — 90 · Specialized verticals — Public-surface review of Spellbook
Suki — 90 · Specialized verticals — Public-surface review of Suki
Optimizely Opal — 90 · Marketing & Content — Public-surface review of Optimizely Opal
Pinecone — 90 · Infrastructure — Public-surface review of Pinecone
Weaviate — 90 · Infrastructure — Public-surface review of Weaviate
Qdrant — 90 · Infrastructure — Public-surface review of Qdrant
n8n — 90 · Workflow & Automation — Public-surface review of n8n
Make — 90 · Workflow & Automation — Public-surface review of Make
Activepieces — 90 · Workflow & Automation — Public-surface review of Activepieces
Zapier — 90 · Workflow & Automation — Public-surface review of Zapier
Integrately — 90 · Workflow & Automation — Public-surface review of Integrately
Pipedream — 90 · Workflow & Automation — Public-surface review of Pipedream
Phoenix (Arize) — 90 · Frameworks & Eval — Public-surface review of Phoenix (Arize)
Langfuse — 90 · Frameworks & Eval — Public-surface review of Langfuse
Traceloop — 90 · Frameworks & Eval — Public-surface review of Traceloop
Portkey — 90 · Frameworks & Eval — Public-surface review of Portkey
Kapa AI — 90 · Customer Experience — Public-surface review of Kapa AI
Self-Operating Computer — 90 · Workflow & Automation — Public-surface review of Self-Operating Computer
Anyscale — 90 · Infrastructure — Public-surface review of Anyscale
Modal — 90 · Infrastructure — Public-surface review of Modal
Ollama — 90 · Infrastructure — Public-surface review of Ollama
Meshy — 90 · Image & Design — Public-surface review of Meshy
Smartsheet AI — 90 · Productivity — Public-surface review of Smartsheet AI
OpenAI Realtime — 90 · Infrastructure — Public-surface review of OpenAI Realtime
Perplexity API — 90 · Infrastructure — Public-surface review of Perplexity API
Airtable AI — 90 · Productivity — Public-surface review of Airtable AI
AlphaSense — 90 · Specialized verticals — Public-surface review of AlphaSense
Botpress — 90 · Customer Experience — Public-surface review of Botpress
Voiceflow — 90 · Voice — Public-surface review of Voiceflow
Writesonic — 90 · Marketing & Content — Public-surface review of writesonic.
Flux — 90 · Productivity — Public-surface review of flux-imessage-agents.
Canary — 90 · Coding — Public-surface review of canary.
Cal.com AI — 90 · Productivity — Public-surface review of cal-com.
Agentic Coding Experience - Amazon Q Developer - AWS — 90 · Coding — Your AI code assistant built to handle large projects, Amazon Q Developer: Build works alongside you from idea to production code.
Enact — 90 · Productivity — Public-surface review of enact.
Crossnode — 90 · Productivity — Public-surface review of crossnode.
Mercury — 90 · Productivity — Public-surface review of mercury.
Nelly — 90 · Productivity — Public-surface review of nelly.
OpenCode — 90 · Coding — Public-surface review of opencode.
Origami — 90 · Productivity — Public-surface review of origami.
Raydian — 90 · Coding — Public-surface review of raydian.
Startfa.st — 90 · AI Agent — Public-surface review of startfa-st.
Tracium — 90 · Infrastructure — Public-surface review of tracium.
Verdent — 90 · Coding — Public-surface review of verdent.
oci-generativeaiagent — 90 · Coding — Public-surface review of oci-generativeaiagent.
@winsznx/lend402 — 90 · Coding — Public-surface review of winsznx-lend402.
openkrew — 90 · Coding — Public-surface review of openkrew.
@contractspec/lib.ai-agent — 90 · Coding — Public-surface review of contractspec-lib-ai-agent.
pocketflow — 90 · Frameworks & Eval — Public-surface review of pocketflow.
@frumu/tandem-client — 90 · AI Agent — Public-surface review of frumu-tandem-client.
@openduo/duoduo — 90 · AI Agent — Public-surface review of openduo-duoduo.
@compilr-dev/agents — 90 · Coding — Public-surface review of compilr-dev-agents.
leaper-agent — 90 · AI Agent — Public-surface review of leaper-agent.
donobu — 90 · Coding — Public-surface review of donobu.
@higgsfield/cli — 90 · Coding — Public-surface review of higgsfield-cli.
nopeek — 90 · Coding — Public-surface review of nopeek.
@studio-foundation/runner — 90 · Coding — Public-surface review of studio-foundation-runner.
@ipads-skvm/skvm — 90 · Coding — Public-surface review of ipads-skvm-skvm.
luxyie.ai-cli — 90 · Coding — Public-surface review of luxyie-ai-cli.
alpha-cli-toolkit — 90 · AI Agent — Public-surface review of alpha-cli-toolkit.
@possumtech/antlrmap — 90 · Coding — Public-surface review of possumtech-antlrmap.
pdh-ai-cli — 90 · Coding — Public-surface review of pdh-ai-cli.
@leixusam/foundry — 90 · AI Agent — Public-surface review of leixusam-foundry.
fireqa-agent — 90 · Coding — Public-surface review of fireqa-agent.
postbridge-langchain — 90 · Frameworks & Eval — Public-surface review of postbridge-langchain.
@aliasjeff/acli — 90 · Coding — Public-surface review of aliasjeff-acli.
@eetr/agent-streemr — 90 · Frameworks & Eval — Public-surface review of eetr-agent-streemr.
@u0z/zero-graph — 90 · Frameworks & Eval — Public-surface review of u0z-zero-graph.
langchain-agentfolio — 90 · Frameworks & Eval — Public-surface review of langchain-agentfolio.
elelem — 90 · Frameworks & Eval — Public-surface review of elelem.
@osohq/langchain — 90 · Frameworks & Eval — Public-surface review of osohq-langchain.
langchain-copilotkit — 90 · Frameworks & Eval — Public-surface review of langchain-copilotkit.
pocketflow-js — 90 · Frameworks & Eval — Public-surface review of pocketflow-js.
serverless — 90 · Frameworks & Eval — Public-surface review of serverless.
@pocketflow/core — 90 · Frameworks & Eval — Public-surface review of pocketflow-core.
litechain — 90 · Frameworks & Eval — Public-surface review of litechain.
llm-spend-guard — 90 · Frameworks & Eval — Public-surface review of llm-spend-guard.
@outputai/llm — 90 · Frameworks & Eval — Public-surface review of outputai-llm.
@mastra/core — 90 · Frameworks & Eval — Public-surface review of mastra-core.
claude-skills-library — 90 · Frameworks & Eval — Public-surface review of claude-skills-library.
@nlux/react — 90 · Frameworks & Eval — Public-surface review of nlux-react.
Magic Patterns — 90 · Image & Design — Public-surface review of magic-patterns.
Bolt.new (StackBlitz) — 90 · Coding — Public-surface review of bolt-new-v2.
Coplay — 90 · Coding — Public-surface review of coplay.
Sema4.ai — 90 · Workflow & Automation — Public-surface review of sema4-ai.
Runner H (H Company) — 90 · AI Agent — Public-surface review of runner-h-h-company.
Replit AI (Ghostwriter) — 90 · Coding — Public-surface review of replit-ai-agent.
Genie (Cosine AI) — 90 · Coding — Public-surface review of genie-cosine.
Vapi Voice Agents Platform — 90 · Voice — Public-surface review of vapi-voice-agents.
Retell Voice — 90 · Voice — Public-surface review of retell-voice.
Phonely — 90 · Voice — Public-surface review of phonely.
Sierra (CX agent platform) — 90 · Customer Experience — Public-surface review of sierra-platform.
Parloa — 90 · Customer Experience — Public-surface review of parloa.
Decagon AI Agent — 90 · Customer Experience — Public-surface review of decagon-platform.
11x.ai — 90 · Productivity — Public-surface review of 11x-ai.
Rox — 90 · Productivity — Public-surface review of rox-ai.
Elicit — 90 · Research — Public-surface review of elicit-research.
Granola AI — 90 · Productivity — Public-surface review of granola-ai.
Exa Search — 90 · Research — Public-surface review of exa-search-api.
Microsoft AutoGen — 90 · Frameworks & Eval — Public-surface review of autogen-microsoft.
Arize Phoenix — 90 · Frameworks & Eval — Public-surface review of arize-phoenix.
AgentOps — 90 · Frameworks & Eval — Public-surface review of agentops-ai.
Hyperbolic — 90 · Infrastructure — Public-surface review of hyperbolic-ai.
Mem0 AI — 90 · Infrastructure — Public-surface review of mem-0-ai.
LangGraph Platform — 90 · Frameworks & Eval — Public-surface review of langgraph-platform.
Weaviate Cloud — 90 · Infrastructure — Public-surface review of weaviate-platform.
Clay (data enrichment AI) — 90 · Productivity — Public-surface review of clay-platform.
Cline (latest) — 90 · Coding — Public-surface review of cline-2.
Warp AI Terminal — 90 · Coding — Public-surface review of warp-ai-terminal.
AmpCode by Sourcegraph — 90 · Coding — Public-surface review of ampcode.
Zed AI — 90 · Coding — Public-surface review of zed-industries-ai.
API Platform | OpenAI — 90 · VITAL · Coding — Public-surface review of API Platform | OpenAI.
Best AI Scribe and Coding Platform for Clinical AI Solutions - Nudge AI — 90 · VITAL · Productivity — Public-surface review of Best AI Scribe and Coding Platform for Clinical AI Solutions - Nudge AI.
Create images from text | AI Image Generator by Magic Studio — 90 · VITAL · Image & Design — Public-surface review of Create images from text | AI Image Generator by Magic Studio.
SaneBox | Email Management for Any Inbox — 90 · VITAL · Productivity — Public-surface review of SaneBox | Email Management for Any Inbox.
AI Document Generator | Spell AI — 90 · VITAL · AI Agent — Public-surface review of AI Document Generator | Spell AI.
SiteGPT - Make AI your expert customer support agent — 90 · VITAL · Chat & Companion — Public-surface review of SiteGPT - Make AI your expert customer support agent.
HKUDS/DeepCode — 90 · VITAL · Coding — Public-surface review of HKUDS/DeepCode.
nexu-io/open-design — 90 · VITAL · Image & Design — Public-surface review of nexu-io/open-design.
sonichi/sutando — 90 · VITAL · AI Agent — Public-surface review of sonichi/sutando.
zhayujie/CowAgent — 90 · VITAL · Chat & Companion — Public-surface review of zhayujie/CowAgent.
yvgude/lean-ctx — 90 · VITAL · Coding — Public-surface review of yvgude/lean-ctx.
Maven AGI — 90 · VITAL · Customer Support — Public-surface review of Maven AGI.
turbopuffer — 90 · VITAL · Infrastructure — Public-surface review of turbopuffer.
Lex — 85 · STEADY · Image & Design — Public-surface review of Lex.
HyperWrite | AI Writing Assistant — 85 · STEADY · Voice — Public-surface review of HyperWrite | AI Writing Assistant.
Text to Infographic — AI Infographic Generator — 85 · STEADY · AI Agent — Public-surface review of Text to Infographic — AI Infographic Generator.
langroid/langroid — 85 · STEADY · AI Agent — Public-surface review of langroid/langroid.
MinishLab/semble — 85 · STEADY · Coding — Public-surface review of MinishLab/semble.
RyanCodrai/turbovec — 85 · STEADY · AI Agent — Public-surface review of RyanCodrai/turbovec.
trycua/cua — 85 · STEADY · Infrastructure — Public-surface review of trycua/cua.
The-Pocket/PocketFlow — 85 · STEADY · AI Agent — Public-surface review of The-Pocket/PocketFlow.
usewhale/DeepSeek-Code-Whale — 85 · STEADY · Coding — Public-surface review of usewhale/DeepSeek-Code-Whale.
Prismer-AI/PrismerCloud — 85 · STEADY · Infrastructure — Public-surface review of Prismer-AI/PrismerCloud.
AIDC-AI/ComfyUI-Copilot — 82 · STEADY · Image & Design — AIDC-AI/ComfyUI-Copilot — An AI-powered custom node for ComfyUI designed to enhance workflow automation and provide intelligent assistance.
GizClaw/flowcraft — 82 · STEADY · Voice — GizClaw/flowcraft — Production-grade Go SDK for building AI agents with long-term memory, knowledge retrieval, and voice — runnable as a lib
graykode/abtop — 82 · STEADY · Coding — graykode/abtop — Like htop, but for AI coding agents. Monitor Claude Code & Codex CLI sessions, tokens, context window, rate limits, a
Hello-QM/catgo-LRG — 82 · STEADY · MCP Server — Hello-QM/catgo-LRG — AI-driven workbench for computational materials science — interactive 3D structure viewer, natural-language CatBot assi
jordanrendric/claude-video-vision — 82 · STEADY · MCP Server — jordanrendric/claude-video-vision — Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and mu
lsdefine/GenericAgent — 82 · STEADY · AI Agent — lsdefine/GenericAgent — Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumpt
lucasrosati/claude-code-memory-setup — 82 · STEADY · Coding — lucasrosati/claude-code-memory-setup — Up to 71.5x fewer tokens per session on Claude Code with Obsidian + Graphify. Persistent memory, code
Mcp-Brasil/mcp-brasil — 82 · STEADY · MCP Server — Mcp-Brasil/mcp-brasil — MCP Server para 70 APIs públicas brasileiras. Repo-surface review: measured from the public repository (1678 stars,
OmYarewar/PHANTOM — 82 · STEADY · MCP Server — OmYarewar/PHANTOM — 👻 AI-Powered Pentesting Command Center — Autonomous security testing with real-time streaming, self-improving AI, unlim
op7418/guizang-ppt-skill — 82 · STEADY · Image & Design — op7418/guizang-ppt-skill — AI-agent Skill for generating polished HTML slide decks: editorial magazine and Swiss layouts, image prompts, soc
wanshuiyin/Auto-claude-code-research-in-sleep — 82 · STEADY · MCP Server — wanshuiyin/Auto-claude-code-research-in-sleep — ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML resear
withkynam/vibecode-pro-max-kit — 82 · STEADY · Coding — withkynam/vibecode-pro-max-kit — Your AI forgets. This remembers. Spec-driven coding harness for vibecoders, product owners, CEOs and real b
pinchtab/pinchtab — 82 · STEADY · MCP Server — pinchtab/pinchtab — High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection and real-time
DenisSergeevitch/agents-best-practices — 82 · STEADY · Image & Design — DenisSergeevitch/agents-best-practices — Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.. Repo-surface revi
zhitongblog/solomd — 82 · STEADY · MCP Server — zhitongblog/solomd — A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex /
iAmCorey/kooky — 82 · STEADY · Coding — iAmCorey/kooky — A minimal modern terminal for AI coding experience — Sidebar workspaces; horizontal / vertical split panes; one-click agent
jo-inc/camofox-browser — 82 · STEADY · Infrastructure — jo-inc/camofox-browser — Stealth headless browser for AI agents — bypass Cloudflare, bot detection, and anti-scraping. Drop-in Puppeteer/Pla
longyunfeigu/learn-hermes-agent — 82 · STEADY · MCP Server — longyunfeigu/learn-hermes-agent — A 27-chapter hands-on tutorial for building an autonomous AI agent from zero in Python. Agent loop, tool s
Oshayr/LLM-Wiki — 82 · STEADY · MCP Server — Oshayr/LLM-Wiki — Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with re
skwallace36/Pepper — 82 · STEADY · MCP Server — skwallace36/Pepper — iOS dynamic library MCP for agents. Repo-surface review: measured from the public repository (102 stars, MIT, last push
scheidydude/codeindex — 82 · STEADY · MCP Server — scheidydude/codeindex — Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development.. Repo-surface review: mea
volcengine/SearchCLI — 82 · STEADY · Frameworks & Eval — volcengine/SearchCLI — Open CLI for integrating AI search, recommendation, and conversational retrieval into agent systems and business syst
juanjuandog/FinSight-AI — 82 · STEADY · Coding — juanjuandog/FinSight-AI — AI equity research agent with resilient workflows, Redis Lua single-flight, pgvector RAG, versioned reports, evide
mvanhorn/cli-printing-press — 82 · STEADY · MCP Server — mvanhorn/cli-printing-press — Every API has a secret identity. This finds it, absorbs every feature from every competing tool, then builds t
shenmintao/marginalia — 82 · STEADY · MCP Server — shenmintao/marginalia — A library-science-inspired personal knowledge management system with LLM agents. Repo-surface review: measured from
LuKresXD/claw-skeleton — 82 · STEADY · Coding — LuKresXD/claw-skeleton — 🪼 A personal AI assistant that lives in Telegram — every topic is its own isolated Claude Code agent with layered
aws-devtools-labs/aws-blocks — 82 · STEADY · Coding — aws-devtools-labs/aws-blocks — Composable building blocks for full-stack AWS apps — define infrastructure and runtime code together with end
oritera/Cairn — 82 · STEADY · AI Agent — oritera/Cairn — A AI general-purpose state-space search engine, validated first on autonomous penetration testing.. Repo-surface review: mea
VeriTeknik/pluggedin-mcp-proxy — 82 · STEADY · MCP Server — VeriTeknik/pluggedin-mcp-proxy — Plugged.in MCP Server manages all your other MCPs in one MCP.. Repo-surface review: measured from the publi
ViperJuice/mcp-gateway — 82 · STEADY · MCP Server — ViperJuice/mcp-gateway — MCP Gateway - A meta-server for minimal Claude Code tool bloat with progressive disclosure. Repo-surface review: me
ikoskela/wisepanel-mcp — 82 · STEADY · MCP Server — ikoskela/wisepanel-mcp — MCP server for Wisepanel multi-agent deliberation platform. Repo-surface review: measured from the public repositor
Naoma AI Demo Agent — 80 · Customer Experience — Real customer-journey review completed and published with a final verdict.
Gumloop — 80 · Workflow & Automation — Gumloop is a no-code AI workflow builder with a Free tier (5k credits/month), tiered Pro plan starting at $37/mo, and integrations spanning
needle-2-0 — 80 · Productivity — Public-surface review of needle-2-0.
synthflow-ai — 80 · AI Agent — [object Object]
RepublicLabs.ai | Generate images and videos from AI Generative models — 80 · STEADY · Image & Design — Public-surface review of RepublicLabs.ai | Generate images and videos from AI Generative models.
genieincodebottle/generative-ai — 80 · STEADY · Coding — Public-surface review of genieincodebottle/generative-ai.
google/agents-cli — 80 · STEADY · Infrastructure — Public-surface review of google/agents-cli.
Google-Cloud-AI/agent-platform — 80 · STEADY · Coding — Public-surface review of Google-Cloud-AI/agent-platform.
heymrun/heym — 80 · STEADY · Workflow & Automation — Public-surface review of heymrun/heym.
hugohe3/ppt-master — 80 · STEADY · Voice — Public-surface review of hugohe3/ppt-master.
letta-ai/letta — 80 · STEADY · AI Agent — Public-surface review of letta-ai/letta.
microsoft/autogen — 80 · STEADY · AI Agent — Public-surface review of microsoft/autogen.
nesquena/hermes-webui — 80 · STEADY · AI Agent — Public-surface review of nesquena/hermes-webui.
PatterAI/Patter — 80 · STEADY · Voice — Public-surface review of PatterAI/Patter.
pguso/ai-agents-from-scratch — 80 · STEADY · AI Agent — pguso/ai-agents-from-scratch — Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function cal
YV17labs/GhostDesk — 80 · STEADY · Workflow & Automation — Public-surface review of YV17labs/GhostDesk.
havingautism/Codemini-CLI — 80 · STEADY · Coding — havingautism/Codemini-CLI — Terminal-first AI workspace with coding agents, workflows and built-in web UI.. Repo-surface review: measured fr
Narcooo/inkos — 80 · STEADY · AI Agent — Narcooo/inkos — Story Creation AI Agent for novel, scripts, translation, interactive games, and IP content. Repo-surface review: measured fr
ZeroClaw — 79 · Infrastructure — 31K-star Rust personal-AI infrastructure with a genuine privacy thesis — early but credible, and the star count is not inflated noise.
Agent.ai — 78 · AI Agent — Public-surface review of Agent.ai
Cal.com AI Agents — 78 · AI Agent — Public-surface review of Cal.com AI Agents
MindStudio — 78 · AI Agent — Public-surface review of MindStudio
GenFuse AI — 78 · AI Agent — Public-surface review of GenFuse AI
Autonoly — 78 · AI Agent — Public-surface review of Autonoly
Lessie AI — 78 · AI Agent — Public-surface review of Lessie AI
Relay.app — 78 · AI Agent — Public-surface review of Relay.app
Augment Code (Intent) — 78 · Coding — Public-surface review of Augment Code (Intent)
Cursor — 78 · Coding — Public-surface review of Cursor
Kaily — 78 · AI Agent — Public-surface review of Kaily
Cosyra — 78 · AI Agent — Public-surface review of Cosyra
Denovo — 78 · AI Agent — Public-surface review of Denovo
Cassidy — 78 · Workflow & Automation — Public-surface review of Cassidy
ChatWithAds — 78 · AI Agent — Public-surface review of ChatWithAds
Cline — 78 · Coding — Public-surface review of Cline
Continue — 78 · Coding — Public-surface review of Continue
Cohere — 78 · Chat & Companion — Public-surface review of Cohere
Copy.ai — 78 · Marketing & Content — Public-surface review of Copy.ai
ElevenLabs — 78 · Voice — Public-surface review of ElevenLabs
Flowith — 78 · Workflow & Automation — Public-surface review of Flowith
Groq — 78 · Infrastructure — Public-surface review of Groq
HeyGen — 78 · Voice — Public-surface review of HeyGen
Krea — 78 · Image & Design — Public-surface review of Krea
Leonardo AI — 78 · Image & Design — Public-surface review of Leonardo AI
LlamaIndex — 78 · Frameworks & Eval — Public-surface review of LlamaIndex
Lovable — 78 · Coding — Public-surface review of Lovable
Mendable — 78 · Research — Public-surface review of Mendable
OpenRouter — 78 · Infrastructure — Public-surface review of OpenRouter
Pydantic AI — 78 · Frameworks & Eval — Public-surface review of Pydantic AI
Read AI — 78 · Productivity — Public-surface review of Read AI
Resemble AI — 78 · Voice — Public-surface review of Resemble AI
Runway — 78 · Image & Design — Public-surface review of Runway
Retool Agents — 78 · Workflow & Automation — Public-surface review of Retool Agents
Stack AI — 78 · Workflow & Automation — Public-surface review of Stack AI
Superhuman — 78 · Productivity — Public-surface review of Superhuman
Tavus — 78 · Voice — Public-surface review of Tavus
Vercel AI SDK — 78 · Frameworks & Eval — Public-surface review of Vercel AI SDK
Vellum — 78 · Frameworks & Eval — Public-surface review of Vellum
You.com — 78 · Chat & Companion — Public-surface review of You.com
Writer — 78 · Marketing & Content — Public-surface review of Writer
Bland AI — 78 · Voice — Public-surface review of Bland AI
LiveKit — 78 · Voice — Public-surface review of LiveKit
Speechmatics — 78 · Voice — Public-surface review of Speechmatics
Rev AI — 78 · Voice — Public-surface review of Rev AI
Salesloft — 78 · Customer Experience — Public-surface review of Salesloft
Gong — 78 · Customer Experience — Public-surface review of Gong
Regie AI — 78 · Customer Experience — Public-surface review of Regie AI
Smartlead — 78 · Customer Experience — Public-surface review of Smartlead
Lavender — 78 · Customer Experience — Public-surface review of Lavender
Ada — 78 · Customer Experience — Public-surface review of Ada
Cognigy — 78 · Customer Experience — Public-surface review of Cognigy
Open Interpreter — 78 · Coding — Public-surface review of Open Interpreter
GPT Engineer — 78 · Coding — Public-surface review of GPT Engineer
AutoGen Studio — 78 · Coding — Public-surface review of AutoGen Studio
SuperAGI — 78 · Coding — Public-surface review of SuperAGI
Warp AI — 78 · Coding — Public-surface review of Warp AI
Scite — 78 · Research — Public-surface review of Scite
Scholarcy — 78 · Research — Public-surface review of Scholarcy
Kagi — 78 · Research — Public-surface review of Kagi
Hebbia — 78 · Research — Public-surface review of Hebbia
Ironclad — 78 · Specialized verticals — Public-surface review of Ironclad
Glass Health — 78 · Specialized verticals — Public-surface review of Glass Health
Nabla — 78 · Specialized verticals — Public-surface review of Nabla
Rytr — 78 · Marketing & Content — Public-surface review of Rytr
HyperWrite — 78 · Marketing & Content — Public-surface review of HyperWrite
Simplified — 78 · Marketing & Content — Public-surface review of Simplified
MagicSchool — 78 · Specialized verticals — Public-surface review of MagicSchool
Brisk Teaching — 78 · Specialized verticals — Public-surface review of Brisk Teaching
Uizard — 78 · Image & Design — Public-surface review of Uizard
Browserbase — 78 · Infrastructure — Public-surface review of Browserbase
Recraft — 78 · Image & Design — Public-surface review of Recraft
Anchor Browser — 78 · Infrastructure — Public-surface review of Anchor Browser
Simular — 78 · Infrastructure — Public-surface review of Simular
Scrapybara — 78 · Infrastructure — Public-surface review of Scrapybara
Browser Use — 78 · Infrastructure — Public-surface review of Browser Use
Hex — 78 · Infrastructure — Public-surface review of Hex
Julius — 78 · Infrastructure — Public-surface review of Julius
Langflow — 78 · Workflow & Automation — Public-surface review of Langflow
Flowise — 78 · Workflow & Automation — Public-surface review of Flowise
Dify — 78 · Workflow & Automation — Public-surface review of Dify
Contextual AI — 78 · Research — Public-surface review of Contextual AI
Ragas — 78 · Frameworks & Eval — Public-surface review of Ragas
Inkeep — 78 · Customer Experience — Public-surface review of Inkeep
Guru — 78 · Productivity — Public-surface review of Guru
Fellow — 78 · Productivity — Public-surface review of Fellow
Spinach — 78 · Productivity — Public-surface review of Spinach
Baseten — 78 · Infrastructure — Public-surface review of Baseten
Replicate — 78 · Infrastructure — Public-surface review of Replicate
HuggingFace — 78 · Infrastructure — Public-surface review of HuggingFace
Playground AI — 78 · Image & Design — Public-surface review of Playground AI
ClickUp AI — 78 · Productivity — Public-surface review of ClickUp AI
Tavily — 78 · Infrastructure — Public-surface review of Tavily
Arc Browser — 78 · Infrastructure — Public-surface review of Arc Browser
SerpAPI — 78 · Infrastructure — Public-surface review of SerpAPI
Brave Leo — 78 · Infrastructure — Public-surface review of Brave Leo
Paradigm — 78 · Productivity — Public-surface review of Paradigm
Lutra — 78 · Workflow & Automation — Public-surface review of Lutra
Elastic Quote — 78 · Research — Public-surface review of Elastic Quote
Rasa — 78 · Customer Experience — Public-surface review of Rasa
Automa — 78 · Infrastructure — Public-surface review of Automa
OpenRouter Models — 78 · Infrastructure — Public-surface review of OpenRouter Models
Lambda Labs — 78 · Infrastructure — Public-surface review of Lambda Labs
DeepInfra — 78 · Infrastructure — Public-surface review of DeepInfra
Haystack — 78 · Workflow & Automation — Public-surface review of Haystack
Agno — 78 · Workflow & Automation — Public-surface review of Agno
Griptape — 78 · Workflow & Automation — Public-surface review of Griptape
LiveKit Agents — 78 · Voice — Public-surface review of LiveKit Agents
Camb AI — 78 · Voice — Public-surface review of Camb AI
Warmly — 78 · Customer Experience — Public-surface review of Warmly
Clari — 78 · Customer Experience — Public-surface review of Clari
Meet BondAI | BondAI — 78 · AI Agent — Build highly capable Single and Multi-Agent Systems.
GooseAI — 78 · AI Agent — # Stop overpaying for your AI infrastructure. Fully managed NLP-as-a-Service delivered via API, at 30% the cost. It's time to migrate. En
ChatWithCloud - Chat with your AWS Cloud from Terminal — 78 · Chat & Companion — CLI to Chat with your AWS Cloud from Terminal using generative AI.
D-ID | The #1 Choice for AI Generated Video Creation Platform — 78 · Image & Design — Introducing NUI the Natural User Interface, aimed at revolutionizing how people interact with anything digital leveraging the power of AI
Proofread, edit and track changes to your content using ChatGPT. | editGPT — 78 · Chat & Companion — editGPT is an AI tool that allows you to proofread, edit, and track changes to your content using ChatGPT
VoltAgent — 76 · Frameworks & Eval — Serious TypeScript agent framework with enterprise-grade observability — the VoltOps console is what separates it from the npm-package-plus-
Activepieces — 76 · Workflow & Automation — Open-source n8n alternative that turns 280+ workflow pieces into MCP servers — the strongest agentic-era positioning in the no-code automati
Parakeeet AI — 75 · STEADY · Sales — Public-surface review of Parakeeet AI.
The Best AI Headshots Generator — 75 · STEADY · Chat & Companion — Public-surface review of The Best AI Headshots Generator.
Free AI Design Tool: Logos, T-Shirts, Social Media - Playground — 75 · STEADY · Image & Design — Public-surface review of Free AI Design Tool: Logos, T-Shirts, Social Media - Playground.
gptme/gptme — 75 · STEADY · Coding — Public-surface review of gptme/gptme.
jackwener/OpenCLI — 75 · STEADY · AI Agent — Public-surface review of jackwener/OpenCLI.
leon-ai/leon — 75 · STEADY · AI Agent — Public-surface review of leon-ai/leon.
Mai-with-u/MaiBot — 75 · STEADY · Coding — Public-surface review of Mai-with-u/MaiBot.
nocobase/nocobase — 75 · STEADY · Coding — Public-surface review of nocobase/nocobase.
ogulcancelik/herdr — 75 · STEADY · AI Agent — Public-surface review of ogulcancelik/herdr.
swarmclawai/swarmvault — 75 · STEADY · Coding — Public-surface review of swarmclawai/swarmvault.
ThinkWatchProject/ThinkWatch — 75 · STEADY · Infrastructure — Public-surface review of ThinkWatchProject/ThinkWatch.
Windy3f3f3f3f/claude-code-from-scratch — 75 · STEADY · Coding — Public-surface review of Windy3f3f3f3f/claude-code-from-scratch.
ZhuLinsen/daily_stock_analysis — 75 · STEADY · Marketing & Content — Public-surface review of ZhuLinsen/daily_stock_analysis.
Marqo — 75 · STEADY · Other — Public-surface review of Marqo.
Hermes Studio — 74 · Chat & Companion — 7,900-star self-hosted Hermes Agent dashboard that ships as a desktop app, local web server, and npm package — the star count reflects real
Copy.ai — 74 · Marketing & Content — Credible, well-positioned GTM-AI platform with a serious integration story — but the biggest ROI claims live entirely behind a login wall.
imgcmd — 73 · Image & Design — Public-surface review of imgcmd.
Leap — 73 · Coding — Public-surface review of leap.
Adobe Firefly AI Assistant — 73 · Image & Design — Public-surface review of adobe-firefly-ai-assistant.
OpenAgents — 73 · Productivity — Public-surface review of openagents.
Smooth CLI — 73 · Coding — Public-surface review of smooth-cli.
StackAI Auto-Agents — 73 · Productivity — Public-surface review of stackai-auto-agents.
@tencent-ai/agent-server — 73 · Coding — Public-surface review of tencent-ai-agent-server.
beeai-framework — 73 · Coding — Public-surface review of beeai-framework.
@contextgraph/agent — 73 · AI Agent — Public-surface review of contextgraph-agent.
@voltagent/core — 73 · Coding — Public-surface review of voltagent-core.
build-skill — 73 · Coding — Public-surface review of build-skill.
@21st-extension/toolbar — 73 · Coding — Public-surface review of 21st-extension-toolbar.
paperclipai — 73 · Coding — Public-surface review of paperclipai.
@lleverage-ai/agent-threads — 73 · Coding — Public-surface review of lleverage-ai-agent-threads.
@jay-ai/agent — 73 · Coding — Public-surface review of jay-ai-agent.
@alice_space/alice — 73 · Coding — Public-surface review of alice-space-alice.
neoagent — 73 · Coding — Public-surface review of neoagent.
create-bubblelab-app — 73 · Coding — Public-surface review of create-bubblelab-app.
nori-ai-cli — 73 · Coding — Public-surface review of nori-ai-cli.
@ff-labs/fff-bun — 73 · Coding — Public-surface review of ff-labs-fff-bun.
mypensieve — 73 · AI Agent — Public-surface review of mypensieve.
@beav3r/sdk — 73 · AI Agent — Public-surface review of beav3r-sdk.
@mcp-abap-adt/openai-llm — 73 · Coding — Public-surface review of mcp-abap-adt-openai-llm.
@mcp-abap-adt/anthropic-llm — 73 · Coding — Public-surface review of mcp-abap-adt-anthropic-llm.
@mcp-abap-adt/deepseek-llm — 73 · Coding — Public-surface review of mcp-abap-adt-deepseek-llm.
@mcp-abap-adt/sap-aicore-llm — 73 · Coding — Public-surface review of mcp-abap-adt-sap-aicore-llm.
@mcp-abap-adt/qdrant-rag — 73 · Coding — Public-surface review of mcp-abap-adt-qdrant-rag.
@mcp-abap-adt/openai-embedder — 73 · Coding — Public-surface review of mcp-abap-adt-openai-embedder.
@elvatis_com/aahp-runner — 73 · AI Agent — Public-surface review of elvatis-com-aahp-runner.
@pathcourse/langchain — 73 · AI Agent — Public-surface review of pathcourse-langchain.
@sym-bot/xmesh-agent — 73 · AI Agent — Public-surface review of sym-bot-xmesh-agent.
@mcp-abap-adt/pg-vector-rag — 73 · Coding — Public-surface review of mcp-abap-adt-pg-vector-rag.
@mcp-abap-adt/ollama-embedder — 73 · Coding — Public-surface review of mcp-abap-adt-ollama-embedder.
llmtxt — 73 · Coding — Public-surface review of llmtxt.
@wu529778790/open-im — 73 · Coding — Public-surface review of wu529778790-open-im.
herdctl — 73 · AI Agent — Public-surface review of herdctl.
claude-gombwe — 73 · AI Agent — Public-surface review of claude-gombwe.
create-lancelot — 73 · AI Agent — Public-surface review of create-lancelot.
orion-ai — 73 · Coding — Public-surface review of orion-ai.
@benjam16/umbrella — 73 · AI Agent — Public-surface review of benjam16-umbrella.
@extend-ai/cli-darwin-arm64 — 73 · Coding — Public-surface review of extend-ai-cli-darwin-arm64.
@extend-ai/cli-win32-x64 — 73 · Coding — Public-surface review of extend-ai-cli-win32-x64.
@langchain/langgraph-supervisor — 73 · Frameworks & Eval — Public-surface review of langchain-langgraph-supervisor.
deepagents — 73 · Frameworks & Eval — Public-surface review of deepagents.
create-langgraph — 73 · Frameworks & Eval — Public-surface review of create-langgraph.
@langchain/langgraph-sdk — 73 · Frameworks & Eval — Public-surface review of langchain-langgraph-sdk.
@langchain/community — 73 · Frameworks & Eval — Public-surface review of langchain-community.
@langchain/langgraph-swarm — 73 · Frameworks & Eval — Public-surface review of langchain-langgraph-swarm.
@stripe/agent-toolkit — 73 · Frameworks & Eval — Public-surface review of stripe-agent-toolkit.
langchainhub — 73 · Frameworks & Eval — Public-surface review of langchainhub.
@livekit/agents-plugin-openai — 73 · Frameworks & Eval — Public-surface review of livekit-agents-plugin-openai.
backpackflow — 73 · Frameworks & Eval — Public-surface review of backpackflow.
@llm-dev-ops/llm-schema-registry-integrations — 73 · Frameworks & Eval — Public-surface review of llm-dev-ops-llm-schema-registry-integrations.
@open-mercato/ai-assistant — 73 · Frameworks & Eval — Public-surface review of open-mercato-ai-assistant.
@ax-llm/ax — 73 · Frameworks & Eval — Public-surface review of ax-llm-ax.
hopfield — 73 · Frameworks & Eval — Public-surface review of hopfield.
Artisan AI — 73 · Productivity — Public-surface review of artisan-ai.
Roo Code — 73 · Coding — Public-surface review of roocode.
NeoTheCapt/RedteamAgent — 73 · STEADY · Coding — NeoTheCapt/RedteamAgent — An AI red-team agent for authorized labs and web app pentesting workflows. Turns Claude Code / OpenCode / Codex in
OpenSenseNova/SenseNova-Skills — 73 · STEADY · Workflow & Automation — OpenSenseNova/SenseNova-Skills — Modular SenseNova skills for building AI-powered office assistants and productivity workflows. Repo-surface
ClaudioDrews/memory-os — 73 · STEADY · Coding — ClaudioDrews/memory-os — A 7-layer memory operating system for Hermes Agent — persistent memory with Qdrant, structured facts, fabric recall
Lindy — 73 · Productivity — Unusually transparent AI executive assistant with a strong privacy posture — but the whole product, and every time-savings claim, sits behin
tigranbs/mcgravity — 73 · STEADY · AI Agent — tigranbs/mcgravity — Fast TUI that orchestrates AI coding tools (Claude Code, Codex, Gemini) in a plan→execute→review loop. Breaks work into
Cherry Studio — 72 · Chat & Companion — Polished desktop LLM studio unifying 15+ providers with agent skills and MCP — the credible open-source alternative for users who want every
Stakpak — 71 · Infrastructure — Always-on autonomous DevOps agent that lives on your machines — compelling premise, real traction, but the 'ship on autopilot' claim needs m
raccoon-ai — 70 · Productivity — Public-surface review of raccoon-ai.
Base44 Superagents — 70 · Productivity — Base44 Superagents should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing clarity, and proof depth
Cursor 3 — 70 · Coding — Cursor 3 should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing clarity, and proof depth.
BrainSoup: build an AI team that works for you — 70 · STEADY · Workflow & Automation — Public-surface review of BrainSoup: build an AI team that works for you.
Best free AI-crafted plant photos | PlantPhotoAI — 70 · STEADY · AI Agent — Public-surface review of Best free AI-crafted plant photos | PlantPhotoAI.
unwind ai — 70 · STEADY · AI Agent — Public-surface review of unwind ai.
AI Plant Tattoo Generator | PlantTattoosAI — 70 · STEADY · Image & Design — Public-surface review of AI Plant Tattoo Generator | PlantTattoosAI.
Public Prompts - Free AI Prompts, Models & Resources — 70 · STEADY · Workflow & Automation — Public-surface review of Public Prompts - Free AI Prompts, Models & Resources.
Lensa - Prisma Labs — 70 · STEADY · Image & Design — Public-surface review of Lensa - Prisma Labs.
gi-dellav/zerostack — 70 · STEADY · AI Agent — Public-surface review of gi-dellav/zerostack.
he-yufeng/CoreCoder — 70 · STEADY · Coding — Public-surface review of he-yufeng/CoreCoder.
HughYau/qiushi-skill — 70 · STEADY · AI Agent — Public-surface review of HughYau/qiushi-skill.
itayinbarr/little-coder — 70 · STEADY · Coding — Public-surface review of itayinbarr/little-coder.
jeinlee1991/chinese-llm-benchmark — 70 · STEADY · Chat & Companion — Public-surface review of jeinlee1991/chinese-llm-benchmark.
MioMioOS/MioIsland — 70 · STEADY · Coding — Public-surface review of MioMioOS/MioIsland.
pacifio/cersei — 70 · STEADY · AI Agent — Public-surface review of pacifio/cersei.
Storybloq/storybloq — 70 · STEADY · Coding — Public-surface review of Storybloq/storybloq.
VectifyAI/OpenKB — 70 · STEADY · AI Agent — Public-surface review of VectifyAI/OpenKB.
SkillClaw — 70 · Frameworks & Eval — Research-grade collective skill evolution for AI agents — 1,900 stars and an arXiv paper make this more than a weekend project, but it's a r
HolyClaude — 67 · Coding — Docker-packaged AI coding workstation bundling Claude Code, 7 AI CLIs, and 50+ tools — impressive all-in-one scope, but the Docker install b
erickong/aura-agent — 67 · FADING · AI Agent — erickong/aura-agent — Goal-Driven agent for long-running tasks, docker-isolated workers, intelligent task decomposition, and autonomous exec
nduckmink/arkon — 67 · FADING · MCP Server — nduckmink/arkon — Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access polic
walkinglabs/awesome-harness-engineering — 67 · FADING · MCP Server — walkinglabs/awesome-harness-engineering — 🛠️ Awesome tools & guides for harness engineering.. Repo-surface review: measured from the public
Prava — 67 · Infrastructure — Payments infrastructure for AI agents — a real and timely problem, but Prava is early and the core claims are unverified without signing up.
itsinseong/value-for-fable — 67 · FADING · Coding — itsinseong/value-for-fable — Opus에 근접한 품질을 Sonnet 단가에 — 가성비 AI 운영 모델을 직접 구축한 Claude Code 프로젝트. Repo-surface review: measured from the public
Utopai-Research/pai-pro — 67 · FADING · Research — Utopai-Research/pai-pro — Local AI filmmaking studio — skills, canvas, timeline — driven from your coding agent.. Repo-surface review: measu
ykdojo/claude-code-tips — 67 · FADING · MCP Server — ykdojo/claude-code-tips — 40+ tips for getting the most out of Claude Code, from basics to advanced - includes a custom status line script a
x402-index/x402search-mcp — 67 · FADING · MCP Server — x402-index/x402search-mcp — Search 13,000+ x402-enabled APIs from your AI agent. Powered by x402search.xyz. Repo-surface review: measured fr
influcio — 65 · AI Agent — [object Object]
spine-ai — 65 · AI Agent — [object Object]
Luma AI Agents — 65 · AI Agent — Public-surface review of Luma AI Agents
Windsurf — 65 · Coding — Public-surface review of Windsurf
Tad AI — 65 · AI Agent — Public-surface review of Tad AI
Outset AI — 65 · AI Agent — Public-surface review of Outset AI
AiAgent.app — 65 · AI Agent — Public-surface review of AiAgent.app
ClaimCheck — 65 · Coding — Public-surface review of ClaimCheck
Magine — 65 · AI Agent — Public-surface review of Magine
Blink — 65 · AI Agent — Public-surface review of Blink
CatDoes v4 — 65 · AI Agent — Public-surface review of CatDoes v4
Bolt.new — 65 · Coding — Public-surface review of Bolt.new
Cerebras — 65 · Infrastructure — Public-surface review of Cerebras
ChatGPT — 65 · Chat & Companion — Public-surface review of ChatGPT
Codeium — 65 · Coding — Public-surface review of Codeium
Descript — 65 · Voice — Public-surface review of Descript
FLUX (Black Forest Labs) — 65 · Image & Design — Public-surface review of FLUX (Black Forest Labs)
Granola — 65 · Productivity — Public-surface review of Granola
Glean — 65 · Research — Public-surface review of Glean
Notion AI — 65 · Research — Public-surface review of Notion AI
Murf AI — 65 · Voice — Public-surface review of Murf AI
OpenAI Operator — 65 · Infrastructure — Public-surface review of OpenAI Operator
Reflect — 65 · Productivity — Public-surface review of Reflect
Tana — 65 · Productivity — Public-surface review of Tana
v0 — 65 · Coding — Public-surface review of v0
Together AI — 65 · Infrastructure — Public-surface review of Together AI
Hume AI — 65 · Voice — Public-surface review of Hume AI
Chorus — 65 · Customer Experience — Public-surface review of Chorus
Outreach — 65 · Customer Experience — Public-surface review of Outreach
Kore.ai — 65 · Customer Experience — Public-surface review of Kore.ai
Decagon — 65 · Customer Experience — Public-surface review of Decagon
Ultimate — 65 · Customer Experience — Public-surface review of Ultimate
Intercom Fin — 65 · Customer Experience — Public-surface review of Intercom Fin
Cresta — 65 · Customer Experience — Public-surface review of Cresta
Devin (Cognition) — 65 · Coding — Public-surface review of Devin (Cognition)
MetaGPT — 65 · Coding — Public-surface review of MetaGPT
Plandex — 65 · Coding — Public-surface review of Plandex
Elicit — 65 · Research — Public-surface review of Elicit
NotebookLM — 65 · Research — Public-surface review of NotebookLM
Luminance — 65 · Specialized verticals — Public-surface review of Luminance
Mutiny — 65 · Marketing & Content — Public-surface review of Mutiny
Smartwriter — 65 · Marketing & Content — Public-surface review of Smartwriter
Quizizz AI — 65 · Specialized verticals — Public-surface review of Quizizz AI
Framer AI — 65 · Image & Design — Public-surface review of Framer AI
Figma Make — 65 · Image & Design — Public-surface review of Figma Make
Voyage AI — 65 · Infrastructure — Public-surface review of Voyage AI
Jina AI — 65 · Infrastructure — Public-surface review of Jina AI
Poolside — 65 · Coding — Public-surface review of Poolside
PromptLayer — 65 · Frameworks & Eval — Public-surface review of PromptLayer
TruLens — 65 · Frameworks & Eval — Public-surface review of TruLens
Skyvern — 65 · Infrastructure — Public-surface review of Skyvern
Fathom — 65 · Productivity — Public-surface review of Fathom
Clay (relationships) — 65 · Productivity — Public-surface review of Clay (relationships)
LM Studio — 65 · Infrastructure — Public-surface review of LM Studio
Grok (xAI) — 65 · Chat & Companion — Public-surface review of Grok (xAI)
Scenario — 65 · Image & Design — Public-surface review of Scenario
Luma Genie — 65 · Image & Design — Public-surface review of Luma Genie
Aria (Opera) — 65 · Infrastructure — Public-surface review of Aria (Opera)
RavenPack — 65 · Specialized verticals — Public-surface review of RavenPack
Rabbit R1 — 65 · AI Agent — Public-surface review of Rabbit R1
Snorkel AI — 65 · Infrastructure — Public-surface review of Snorkel AI
Zebrium — 65 · Frameworks & Eval — Public-surface review of Zebrium
OpenAI Agent SDK — 65 · Workflow & Automation — Public-surface review of OpenAI Agent SDK
Vidu — 65 · Image & Design — Public-surface review of Vidu
Pixverse — 65 · Image & Design — Public-surface review of Pixverse
HubSpot Clearbit — 65 · Customer Experience — Public-surface review of HubSpot Clearbit
SWE-bench Leaderboards — 65 · AI Agent — [Introducing **CodeClash**, our new evaluation where LMs compete head to head to write the best codebase!\\ \\ Click here to learn more.](ht
AI Online Course Creation Platform - Heights AI 2 Features — 65 · AI Agent — The power of AI to help creators build and grow their courses, communities, and coaching programs. Like having your own expert coach availab
RapidTextAI - Advanced AI article generator, Content, and Image Generation Tools — 65 · Image & Design — Advanced AI article generator powered by GPT-4, Grok, Gemini, Deepseek and more. Create comprehensive, SEO-optimized content from 3,000+ wor
AI Avatar Generator - Create Custom AI Avatars of Yourself | Professional Photo Shoots with AI — 65 · Image & Design — Generate photorealistic images and videos of people with AI. Generate over 120 unique avatar styles inspired by the original Avatar AI™ that
Civitai | Share your models — 65 · AI Agent — # Whoops! # Something went wrong :( Try refreshing or navigating to a different page [home](https://civitai.com/) [models](https://civit
AI Mobile App Designer — Beautiful UI in Minutes | GenDesigns — 65 · Image & Design — The AI mobile app designer that turns your ideas into stunning UI. Describe your app, get polished screens instantly. No Figma skills needed
Free AI Voice Generator & Text to Speech Online | Murf AI — 65 · Voice — Generate Ultra-realistic voiceovers with our AI Voice Generator and create podcasts, audiobooks, video voiceovers, and much more. Deploy AI
html-anything — 65 · Coding — Purpose-built Claude Code and Codex skill that turns any file into a shareable single-file HTML — narrow scope, high execution quality, genu
Baton — 64 · FADING · Frameworks & Eval — Developer-first parallel agent orchestration with best-in-class UX. Pricing opacity is the only barrier to a STEADY score.
Portia Labs (Rezonant) — 64 · Coding — A product-vision-to-engineering-spec tool that sits in a crowded layer of the agentic dev stack — promising shape, but the public surface do
WorkBeaver — 63.4 · Productivity — WorkBeaver's demonstration-based task learning lowers the bar for non-technical automation users. Free beta live with no login. Laddoo 63.4/
oh-story-claudecode — 63 · Marketing & Content — Sophisticated Chinese web-novel writing workflow for Claude Code — 2,500 stars signal real demand from Chinese-language creators, even if th
OpenAcme — 61 · Frameworks & Eval — TypeScript multi-agent workforce platform with MCP and multi-provider LLM — solid architecture, but 70 stars means this hasn't been stress-t
poke — 60 · AI Agent — [object Object]
Gauge — 60 · Marketing — Gauge should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing clarity, and proof depth.
Pensieve — 60 · Research — Pensieve should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing clarity, and proof depth.
Workflow Machine — 60 · Productivity — Workflow Machine should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing clarity, and proof depth.
fazxes/Claude-code — 60 · FADING · Coding — fazxes/Claude-code — Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster
sonnyflylock/voxie-ai-directory-mcp — 60 · FADING · MCP Server — sonnyflylock/voxie-ai-directory-mcp — MCP server for the Voxie AI Phone Number Directory. Query AI services you can chat with via webchat..
Klariqo — 58 · FADING · Voice — Polished voice-agent platform for SMB outbound. Strong UX but enterprise-only pricing and a login wall block full verification.
ai-orchestrator — 58 · Frameworks & Eval — Clever Claude Code + Ollama hybrid that uses local LLMs for the expensive coding work — promising cost optimization pattern, still early (97
HubSpot Breeze Prospecting Agent — 57 · Productivity — Public-surface review of hubspot-breeze-prospecting-agent.
@cleocode/lafs — 57 · Coding — Public-surface review of cleocode-lafs.
@clipboard-health/ai-rules — 57 · Coding — Public-surface review of clipboard-health-ai-rules.
@langchain/openai — 57 · Frameworks & Eval — Public-surface review of langchain-openai.
@langchain/mcp-adapters — 57 · Frameworks & Eval — Public-surface review of langchain-mcp-adapters.
@langchain/google-genai — 57 · Frameworks & Eval — Public-surface review of langchain-google-genai.
@langchain/anthropic — 57 · Frameworks & Eval — Public-surface review of langchain-anthropic.
@langchain/aws — 57 · Frameworks & Eval — Public-surface review of langchain-aws.
@langchain/textsplitters — 57 · Frameworks & Eval — Public-surface review of langchain-textsplitters.
gradio_agentchatbot — 57 · Chat & Companion — Public-surface review of gradio-agentchatbot.
site-agent — 57 · AI Agent — Public-surface review of site-agent.
cs-agent — 57 · Chat & Companion — Public-surface review of cs-agent.
referatai — 57 · Chat & Companion — Public-surface review of referatai.
Fara-BrowserUse — 57 · AI Agent — Public-surface review of fara-browseruse.
AI_Recruiting_Agent — 57 · AI Agent — Public-surface review of ai-recruiting-agent.
ChatGPT-Assistant — 57 · Chat & Companion — Public-surface review of chatgpt-assistant.
HY-Embodied-0.5 — 57 · Chat & Companion — Public-surface review of hy-embodied-0-5.
self-chat — 57 · Chat & Companion — Public-surface review of self-chat.
graphstrike — 57 · AI Agent — Public-surface review of graphstrike.
Finario-AI-Agent-and-MCP — 57 · AI Agent — Public-surface review of finario-ai-agent-and-mcp.
orynxml-backend — 57 · Chat & Companion — Public-surface review of orynxml-backend.
Synergy-ai — 57 · Chat & Companion — Public-surface review of synergy-ai.
Huggingface_Chatbot_Cascade — 57 · Chat & Companion — Public-surface review of huggingface-chatbot-cascade.
Babel-1-World-Engine — 57 · AI Agent — Public-surface review of babel-1-world-engine.
API — 57 · Chat & Companion — Public-surface review of api.
MetaEnv — 57 · AI Agent — Public-surface review of metaenv.
admissions_env — 57 · AI Agent — Public-surface review of admissions-env.
meeting-scheduler-openenv — 57 · AI Agent — Public-surface review of meeting-scheduler-openenv.
itil-reflexion-agent — 57 · AI Agent — Public-surface review of itil-reflexion-agent.
Champion_Council_private — 57 · AI Agent — Public-surface review of champion-council-private.
siteagent — 57 · AI Agent — Public-surface review of siteagent.
trip_planner_v1_tools — 57 · Chat & Companion — Public-surface review of trip-planner-v1-tools.
FinFLow — 57 · Chat & Companion — Public-surface review of finflow.
linguAIcoach — 57 · Chat & Companion — Public-surface review of linguaicoach.
ScholarBot — 57 · Chat & Companion — Public-surface review of scholarbot.
irtaza — 57 · Chat & Companion — Public-surface review of irtaza.
sentiment-chat-app — 57 · Chat & Companion — Public-surface review of sentiment-chat-app.
chatGKS — 57 · Chat & Companion — Public-surface review of chatgks.
Research_AI_Assistant — 57 · Chat & Companion — Public-surface review of research-ai-assistant.
DataEngEnv — 57 · AI Agent — Public-surface review of dataengenv.
multi_cloud_optimizer — 57 · AI Agent — Public-surface review of multi-cloud-optimizer.
customer-support-env — 57 · AI Agent — Public-surface review of customer-support-env.
clinical-trial-optimizer — 57 · AI Agent — Public-surface review of clinical-trial-optimizer.
macro-signal-env — 57 · AI Agent — Public-surface review of macro-signal-env.
data-cleaning-env — 57 · AI Agent — Public-surface review of data-cleaning-env.
Agentic_Customer_Experience_Simulation — 57 · AI Agent — Public-surface review of agentic-customer-experience-simulation.
devops-incident-response — 57 · AI Agent — Public-surface review of devops-incident-response.
Auditrix — 57 · AI Agent — Public-surface review of auditrix.
my-env — 57 · AI Agent — Public-surface review of my-env.
adaptive-backend-traffic-controller — 57 · AI Agent — Public-surface review of adaptive-backend-traffic-controller.
messy-data-triage-gym — 57 · AI Agent — Public-surface review of messy-data-triage-gym.
smartgrid-rl-env-backup — 57 · AI Agent — Public-surface review of smartgrid-rl-env-backup.
incidentops-openenv — 57 · AI Agent — Public-surface review of incidentops-openenv.
last-mile-logistics-env-v1 — 57 · AI Agent — Public-surface review of last-mile-logistics-env-v1.
code-review-env — 57 · AI Agent — Public-surface review of code-review-env.
shopeasy-support-gym — 57 · AI Agent — Public-surface review of shopeasy-support-gym.
cybersoc-arena — 57 · AI Agent — Public-surface review of cybersoc-arena.
graphstrike-model-training — 57 · AI Agent — Public-surface review of graphstrike-model-training.
training-space — 57 · AI Agent — Public-surface review of training-space.
compliance-gym-lending — 57 · AI Agent — Public-surface review of compliance-gym-lending.
saas-audit-env — 57 · AI Agent — Public-surface review of saas-audit-env.
PolicyQA-CommandRPlus-RAG-Agent — 57 · AI Agent — Public-surface review of policyqa-commandrplus-rag-agent.
radify — 57 · AI Agent — Public-surface review of radify.
GRITVOICE45 — 57 · AI Agent — Public-surface review of gritvoice45.
atharva — 57 · AI Agent — Public-surface review of atharva.
gaia-eval-l1-20 — 57 · AI Agent — Public-surface review of gaia-eval-l1-20.
Basic_Agent_Training — 57 · AI Agent — Public-surface review of basic-agent-training.
Dynamic-Function-Calling-Agent — 57 · AI Agent — Public-surface review of dynamic-function-calling-agent.
Home-Assistant-Diagnostics-Agent — 57 · AI Agent — Public-surface review of home-assistant-diagnostics-agent.
localspark-ai — 57 · AI Agent — Public-surface review of localspark-ai.
quiz-agent4 — 57 · AI Agent — Public-surface review of quiz-agent4.
tdsfinal — 57 · AI Agent — Public-surface review of tdsfinal.
lavent-marketing-agent — 57 · AI Agent — Public-surface review of lavent-marketing-agent.
TDSPROJECT2 — 57 · AI Agent — Public-surface review of tdsproject2.
hs-unit4-agent — 57 · AI Agent — Public-surface review of hs-unit4-agent.
Voice_Agent — 57 · AI Agent — Public-surface review of voice-agent.
YantrikDB Hermes Plugin — 57 · Infrastructure — Self-maintaining memory plugin for Hermes Agent — the 128 passing tests and type coverage are unusually rigorous for a 57-star niche plugin.
AReaL — 55 · AI Agent — Large-scale asynchronous RL infrastructure for training LLM-based agents — research-grade system with a published paper, but not a deployabl
agentmail — 53 · AI Agent — [object Object]
Perplexity — 53 · Research — AI-powered answer engine with cited sources. Public no-login basic queries. Pro tier for advanced reasoning models.
HubSpot Breeze — 53 · AI Agent — Public-surface review of HubSpot Breeze
Guide — 53 · AI Agent — Public-surface review of Guide
Adobe Firefly — 53 · AI Agent — Public-surface review of Adobe Firefly
Cockpit AI — 53 · AI Agent — Public-surface review of Cockpit AI
FuseAI — 53 · AI Agent — Public-surface review of FuseAI
Canary — 53 · AI Agent — Public-surface review of Canary
Athena Intelligence — 53 · Workflow & Automation — Public-surface review of Athena Intelligence
Character.AI — 53 · Chat & Companion — Public-surface review of Character.AI
Claude.ai — 53 · Chat & Companion — Public-surface review of Claude.ai
Gemini — 53 · Chat & Companion — Public-surface review of Gemini
Inflection Pi — 53 · Chat & Companion — Public-surface review of Inflection Pi
LangSmith — 53 · Frameworks & Eval — Public-surface review of LangSmith
Microsoft Copilot — 53 · Chat & Companion — Public-surface review of Microsoft Copilot
Midjourney — 53 · Image & Design — Public-surface review of Midjourney
Sonarly — 53 · AI Agent — Public-surface review of Sonarly
Suno — 53 · Voice — Public-surface review of Suno
Sierra — 53 · Customer Experience — Public-surface review of Sierra
Netomi — 53 · Customer Experience — Public-surface review of Netomi
AgentGPT — 53 · Coding — Public-surface review of AgentGPT
Consensus — 53 · Research — Public-surface review of Consensus
Andi Search — 53 · Research — Public-surface review of Andi Search
Komo — 53 · Research — Public-surface review of Komo
Harvey — 53 · Specialized verticals — Public-surface review of Harvey
Evisort — 53 · Specialized verticals — Public-surface review of Evisort
Hippocratic AI — 53 · Specialized verticals — Public-surface review of Hippocratic AI
Abridge — 53 · Specialized verticals — Public-surface review of Abridge
Persado — 53 · Marketing & Content — Public-surface review of Persado
Khanmigo — 53 · Specialized verticals — Public-surface review of Khanmigo
MultiOn — 53 · Infrastructure — Public-surface review of MultiOn
Magic — 53 · Coding — Public-surface review of Magic
DeepSeek — 53 · Chat & Companion — Public-surface review of DeepSeek
Kimi (Moonshot) — 53 · Chat & Companion — Public-surface review of Kimi (Moonshot)
Replika — 53 · Chat & Companion — Public-surface review of Replika
Yi (01.AI) — 53 · Chat & Companion — Public-surface review of Yi (01.AI)
NightCafe — 53 · Image & Design — Public-surface review of NightCafe
Monday AI — 53 · Productivity — Public-surface review of Monday AI
Dia (The Browser Company) — 53 · Infrastructure — Public-surface review of Dia (The Browser Company)
Kensho — 53 · Specialized verticals — Public-surface review of Kensho
Seek AI — 53 · Infrastructure — Public-surface review of Seek AI
Humane AI Pin — 53 · AI Agent — Public-surface review of Humane AI Pin
Chai — 53 · Chat & Companion — Public-surface review of Chai
Janitor AI — 53 · Chat & Companion — Public-surface review of Janitor AI
Recogni — 53 · Infrastructure — Public-surface review of Recogni
Swiggy AI — 53 · AI Agent — Public-surface review of Swiggy AI
Kling — 53 · Image & Design — Public-surface review of Kling
Hailuo AI — 53 · Image & Design — Public-surface review of Hailuo AI
FARSITE - Government Contract Compliance Software — 53 · AI Agent — FARSITE government contract compliance software helps contractors assess FAR, DFARS, and supplemental clauses in their contracts, communicat
SureScaleAI/openai-gpt-image-mcp — 53 · FADING · MCP Server — SureScaleAI/openai-gpt-image-mcp — A Model Context Protocol (MCP) tool server for OpenAI's GPT-4o/gpt-image-1 image generation and editing A
OpenOwl — 50 · FADING · Workflow & Automation — Differentiated MCP desktop automation concept in early stage. Thin public surface limits T1 scoring confidence — T2 expected 15-20pts higher
Holo — 50 · FADING · Marketing & Content — Correct domain verified, login completed, then the app failed at a no-team or no-subscription entitlement gate.
lindy-ai — 50 · AI Agent — [object Object]
AgentRunner — 50 · Productivity — AgentRunner should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing clarity, and proof depth.
SQL Query Builder & Generator - AI Powered Database Assistant — 50 · FADING · AI Agent — Public-surface review of SQL Query Builder & Generator - AI Powered Database Assistant.
Free AI Title Generator – Get Catchy & SEO-Friendly Titles | NetusAI — 50 · FADING · Marketing & Content — Public-surface review of Free AI Title Generator – Get Catchy & SEO-Friendly Titles | NetusAI.
AI for Google Slides - Free Google Slides AI tool — 50 · FADING · Coding — Public-surface review of AI for Google Slides - Free Google Slides AI tool.
MeetGeek | AI Note Taker and Meeting Assistant — 50 · FADING · Workflow & Automation — Public-surface review of MeetGeek | AI Note Taker and Meeting Assistant.
Jetwriter AI: Personalized AI Writing Assistant for Chrome, Desktop & Mobile. Free to Try. — 50 · FADING · Research — Public-surface review of Jetwriter AI: Personalized AI Writing Assistant for Chrome, Desktop & Mobile. Free to Try..
Agentforce: The AI Agent Platform | Salesforce — 50 · FADING · Customer Experience — Public-surface review of Agentforce: The AI Agent Platform | Salesforce.
Robin AI — 50 · FADING · Legal — Public-surface review of Robin AI.
ag2ai/ag2 — 50 · FADING · AI Agent — Public-surface review of ag2ai/ag2.
AutomaApp/automa — 50 · FADING · Workflow & Automation — Public-surface review of AutomaApp/automa.
AI for Developers — Best AI Coding Dev Tools, AI Agents, Skills & SDKs (2026) — 50 · FADING · Coding — Public-surface review of AI for Developers — Best AI Coding Dev Tools, AI Agents, Skills & SDKs (2026).
esengine/DeepSeek-Reasonix — 50 · FADING · AI Agent — Public-surface review of esengine/DeepSeek-Reasonix.
Gitlawb/openclaude — 50 · FADING · Coding — Public-surface review of Gitlawb/openclaude.
Gist AI - Free Web,YouTube,PDF Summarizer. Powered by ChatGPT. — 50 · FADING · Image & Design — Public-surface review of Gist AI - Free Web,YouTube,PDF Summarizer. Powered by ChatGPT..
HKUDS/Vibe-Trading — 50 · FADING · AI Agent — Public-surface review of HKUDS/Vibe-Trading.
holaboss-ai/holaOS — 50 · FADING · AI Agent — Public-surface review of holaboss-ai/holaOS.
MemTensor/skills-vote — 50 · FADING · AI Agent — Public-surface review of MemTensor/skills-vote.
myICOR/myPKA — 50 · FADING · AI Agent — Public-surface review of myICOR/myPKA.
nexu-io/html-anything — 50 · FADING · Coding — Public-surface review of nexu-io/html-anything.
pattern-ai-labs/agentcall — 50 · FADING · Voice — Public-surface review of pattern-ai-labs/agentcall.
santifer/career-ops — 50 · FADING · Coding — Public-surface review of santifer/career-ops.
synapseorch-ai/synapse-ai — 50 · FADING · Infrastructure — Public-surface review of synapseorch-ai/synapse-ai.
Xiangyue-Zhang/auto-deep-researcher-24x7 — 50 · FADING · Research — Public-surface review of Xiangyue-Zhang/auto-deep-researcher-24x7.
tt-a1i/hive — 50 · FADING · Coding — Public-surface review of tt-a1i/hive.
zjunlp/SciAtlas — 50 · FADING · Research — Public-surface review of zjunlp/SciAtlas.
skalesapp/skales — 50 · FADING · Coding — Public-surface review of skalesapp/skales.
google/adk-python — 50 · FADING · Coding — Public-surface review of google/adk-python.
pingcap/tidb — 50 · FADING · Infrastructure — Public-surface review of pingcap/tidb.
elizaOS/eliza — 50 · FADING · AI Agent — Public-surface review of elizaOS/eliza.
Tencent/WeKnora — 50 · FADING · AI Agent — Public-surface review of Tencent/WeKnora.
flyteorg/flyte — 50 · FADING · Workflow & Automation — Public-surface review of flyteorg/flyte.
strands-agents/harness-sdk — 50 · FADING · Coding — Public-surface review of strands-agents/harness-sdk.
the-open-agent/openagent — 50 · FADING · Customer Experience — Public-surface review of the-open-agent/openagent.
grab/cursor-talk-to-figma-mcp — 50 · FADING · Image & Design — Public-surface review of grab/cursor-talk-to-figma-mcp.
crestalnetwork/intentkit — 50 · FADING · Infrastructure — Public-surface review of crestalnetwork/intentkit.
promptfoo/promptfoo — 50 · FADING · AI Agent — Public-surface review of promptfoo/promptfoo.
ruc-datalab/DeepAnalyze — 50 · FADING · AI Agent — Public-surface review of ruc-datalab/DeepAnalyze.
can1357/oh-my-pi — 50 · FADING · AI Agent — Public-surface review of can1357/oh-my-pi.
truera/trulens — 50 · FADING · Frameworks & Eval — Public-surface review of truera/trulens.
UfoMiao/zcf — 50 · FADING · Coding — Public-surface review of UfoMiao/zcf.
geekjourneyx/md2wechat-skill — 50 · FADING · Chat & Companion — Public-surface review of geekjourneyx/md2wechat-skill.
CommandCodeAI/command-code — 50 · FADING · Coding — Public-surface review of CommandCodeAI/command-code.
covibes/zeroshot — 50 · FADING · Coding — Public-surface review of covibes/zeroshot.
can4hou6joeng4/boss-agent-cli — 50 · FADING · AI Agent — Public-surface review of can4hou6joeng4/boss-agent-cli.
Skyvern-AI/skyvern — 50 · FADING · Workflow & Automation — Public-surface review of Skyvern-AI/skyvern.
CloakHQ/CloakBrowser — 50 · FADING · AI Agent — Public-surface review of CloakHQ/CloakBrowser.
getmaxun/maxun — 50 · FADING · Coding — Public-surface review of getmaxun/maxun.
h4ckf0r0day/obscura — 50 · FADING · AI Agent — Public-surface review of h4ckf0r0day/obscura.
clawd-bot — 50 · FADING · AI Agent — Public-surface review of clawd-bot.
ioni — 50 · FADING · AI Agent — Public-surface review of ioni.
muno-work — 50 · FADING · AI Agent — Public-surface review of muno-work.
Paseru/sinew — 50 · FADING · Coding — Public-surface review of Paseru/sinew.
CONSTELLATION-ENGINE/constellation-engine — 50 · FADING · AI Agent — Public-surface review of CONSTELLATION-ENGINE/constellation-engine.
RyjoxTechnologies/Octopoda-OS — 50 · FADING · AI Agent — Public-surface review of RyjoxTechnologies/Octopoda-OS.
agentforce314/clawcodex — 50 · FADING · Coding — Public-surface review of agentforce314/clawcodex.
steel-dev/steel-browser — 50 · FADING · Coding — Public-surface review of steel-dev/steel-browser.
autoscrape-labs/pydoll — 50 · FADING · Workflow & Automation — Public-surface review of autoscrape-labs/pydoll.
siyuan-note/siyuan — 50 · FADING · Productivity — Public-surface review of siyuan-note/siyuan.
browser-use/workflow-use — 50 · FADING · Workflow & Automation — Public-surface review of browser-use/workflow-use.
FellouAI/eko — 50 · FADING · Workflow & Automation — Public-surface review of FellouAI/eko.
Cellium-Project/Cellium-Agent — 50 · FADING · AI Agent — Public-surface review of Cellium-Project/Cellium-Agent.
playwright-community/playwright-go — 50 · FADING · Workflow & Automation — Public-surface review of playwright-community/playwright-go.
raphaelmansuy/edgecrab — 50 · FADING · Coding — Public-surface review of raphaelmansuy/edgecrab.
Windy3f3f3f3f/how-claude-code-works — 50 · FADING · Coding — Public-surface review of Windy3f3f3f3f/how-claude-code-works.
agentplace — 50 · FADING · AI Agent — Public-surface review of agentplace.
walkinglabs/hands-on-modern-rl — 50 · FADING · AI Agent — Public-surface review of walkinglabs/hands-on-modern-rl.
cometchat — 50 · FADING · Chat & Companion — Public-surface review of cometchat.
pageon — 50 · FADING · AI Agent — Public-surface review of pageon.
eugeniughelbur/obsidian-second-brain — 50 · FADING · Coding — Public-surface review of eugeniughelbur/obsidian-second-brain.
Adept AI — 50 · FADING · Productivity — Public-surface review of Adept AI.
KevRojo/Dulus — 50 · FADING · Infrastructure — Public-surface review of KevRojo/Dulus.
Atlassian Rovo — 50 · FADING · Productivity — Public-surface review of Atlassian Rovo.
DietrichGebert/ponytail — 50 · FADING · Coding — Public-surface review of DietrichGebert/ponytail.
SikamikanikoBG/homelab-monitor — 50 · FADING · AI Agent — Public-surface review of SikamikanikoBG/homelab-monitor.
omnigent-ai/omnigent — 50 · FADING · Coding — Public-surface review of omnigent-ai/omnigent.
google-antigravity/antigravity-sdk-python — 50 · FADING · AI Agent — Public-surface review of google-antigravity/antigravity-sdk-python.
modelstudioai/cli — 50 · FADING · Workflow & Automation — Public-surface review of modelstudioai/cli.
FreePeak/LeanKG — 50 · FADING · AI Agent — Public-surface review of FreePeak/LeanKG.
getcrew44/crew44 — 50 · FADING · AI Agent — Public-surface review of getcrew44/crew44.
the-open-engine/zeroshot — 50 · FADING · Coding — Public-surface review of the-open-engine/zeroshot.
decolua/9remote — 50 · FADING · Coding — Public-surface review of decolua/9remote.
MontFerret/ferret — 50 · FADING · Workflow & Automation — Public-surface review of MontFerret/ferret.
open-multi-agent/open-multi-agent — 50 · FADING · Workflow & Automation — Public-surface review of open-multi-agent/open-multi-agent.
JuliusBrussee/cavemem — 50 · FADING · AI Agent — Public-surface review of JuliusBrussee/cavemem.
thedaviddias/Front-End-Checklist — 50 · FADING · Coding — Public-surface review of thedaviddias/Front-End-Checklist.
Browserbase — 50 · FADING · DevOps — Public-surface review of Browserbase.
Cartesia — 50 · FADING · Voice — Public-surface review of Cartesia.
Imbue — 50 · FADING · Productivity — Public-surface review of Imbue.
Lakera — 50 · FADING · Other — Public-surface review of Lakera.
jnMetaCode/agency-orchestrator — 50 · FADING · Coding — Public-surface review of jnMetaCode/agency-orchestrator.
E2B Sandboxes — 50 · FADING · DevOps — Public-surface review of E2B Sandboxes.
Letta — 50 · FADING · Frameworks & Eval — Public-surface review of Letta.
Luma (Dream Machine) — 50 · FADING · Image & Design — Public-surface review of Luma (Dream Machine).
Kaelio/ktx — 50 · FADING · Coding — Public-surface review of Kaelio/ktx.
nudgebee/nudgebee — 50 · FADING · Workflow & Automation — Public-surface review of nudgebee/nudgebee.
kilo-org-kilocode — 50 · FADING · Coding — Public-surface review of kilo-org-kilocode.
Leap | Build Your Own App with AI — 50 · FADING · Coding — Public-surface review of Leap | Build Your Own App with AI.
supertrained/rhumb — 50 · FADING · AI Agent — Public-surface review of supertrained/rhumb.
scotia1973-bot/api-hub — 50 · FADING · AI Agent — Public-surface review of scotia1973-bot/api-hub.
sitbon/magg — 50 · FADING · AI Agent — Public-surface review of sitbon/magg.
sF1nX/x402station-mcp — 50 · FADING · AI Agent — Public-surface review of sF1nX/x402station-mcp.
smart-mcp-proxy/mcpproxy-go — 50 · FADING · Coding — Public-surface review of smart-mcp-proxy/mcpproxy-go.
waystation-ai/mcp — 50 · FADING · AI Agent — Public-surface review of waystation-ai/mcp.
whiteknightonhorse/APIbase — 50 · FADING · Infrastructure — Public-surface review of whiteknightonhorse/APIbase.
Swarmwage/swarmwage — 50 · FADING · AI Agent — Public-surface review of Swarmwage/swarmwage.
Dify - The Platform for Production-Ready Agentic Workflows — 50 · FADING · Workflow & Automation — Public-surface review of Dify - The Platform for Production-Ready Agentic Workflows.
askhapax — 50 · FADING · AI Agent — Public-surface review of askhapax.
jared-so — 40 · Productivity — Public-surface review of jared-so.
zooclaw — 40 · Productivity — Public-surface review of zooclaw.
agentpulse-by-rectify — 40 · Workflow & Automation — Public-surface review of agentpulse-by-rectify.
genspark — 40 · Research — Public-surface review of genspark.
askiva — 40 · Research — Public-surface review of askiva.
ovren — 40 · AI Agent — [object Object]
panorama — 40 · AI Agent — [object Object]
flux — 40 · AI Agent — [object Object]
Chatbot Arena (LMArena) — 40 · Frameworks & Eval — Public side-by-side LLM comparison platform. Type a prompt, get two anonymous model answers, vote which is better. Used as the de facto LLM
Back4app AI Agent — 40 · AI Agent — Public-surface review of Back4app AI Agent
UserCall — 40 · AI Agent — Public-surface review of UserCall
Foyer — 40 · AI Agent — Public-surface review of Foyer
OctoClaw — 40 · AI Agent — Public-surface review of OctoClaw
MolmoWeb — 40 · AI Agent — Public-surface review of MolmoWeb
Klipy — 40 · AI Agent — Public-surface review of Klipy
Anthropic Computer Use — 40 · Infrastructure — Public-surface review of Anthropic Computer Use
Axe — 40 · AI Agent — Public-surface review of Axe
DataGrout — 40 · AI Agent — Public-surface review of DataGrout
Humanloop — 40 · Frameworks & Eval — Public-surface review of Humanloop
Ideogram — 40 · Image & Design — Public-surface review of Ideogram
Mistral Le Chat — 40 · Chat & Companion — Public-surface review of Mistral Le Chat
Nyx — 40 · AI Agent — Public-surface review of Nyx
Phind — 40 · Chat & Companion — Public-surface review of Phind
Pika — 40 · Image & Design — Public-surface review of Pika
Apollo.io — 40 · Customer Experience — Public-surface review of Apollo.io
Smol Developer — 40 · Coding — Public-surface review of Smol Developer
Casetext — 40 · Specialized verticals — Public-surface review of Casetext
Galileo (Design) — 40 · Image & Design — Public-surface review of Galileo (Design)
Qwen Chat — 40 · Chat & Companion — Public-surface review of Qwen Chat
You.com Search — 40 · Research — Public-surface review of You.com Search
Perplexity Shopping — 40 · Customer Experience — Public-surface review of Perplexity Shopping
Nebius — 40 · Infrastructure — Public-surface review of Nebius
PlayPhone AI — 40 · Voice — Public-surface review of PlayPhone AI
Opal — 40 · Productivity — Public-surface review of Opal
Emergent Wingman — 40 · Productivity — Emergent Wingman should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing clarity, and proof depth.
Intent (Augment Code) — 40 · Coding — Intent (Augment Code) should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing clarity, and proof de
OpenFang — 40 · Productivity — OpenFang should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing clarity, and proof depth.
Astra — 40 · Productivity — Public-surface review of astra.
Fathom 3.0 — 40 · Productivity — Public-surface review of fathom-3-0.
Rewind AI — 40 · AI Agent — Public-surface review of Rewind AI
Clide — 40 · Coding — Public-surface review of clide.
VulnBuster — 40 · AI Agent — Public-surface review of vulnbuster.
OpenAI_chatgpt-turbo-UI — 40 · Chat & Companion — Public-surface review of openai-chatgpt-turbo-ui.
Xylaria — 40 · Chat & Companion — Public-surface review of xylaria.
fleetmind-in-action — 40 · AI Agent — Public-surface review of fleetmind-in-action.
PixDiet — 40 · Chat & Companion — Public-surface review of pixdiet.
shillrank-agent — 40 · AI Agent — Public-surface review of shillrank-agent.
paper-survey-agent — 40 · AI Agent — Public-surface review of paper-survey-agent.
flight-rebooking — 40 · AI Agent — Public-surface review of flight-rebooking.
PixDiet-Old-Mistral — 40 · Chat & Companion — Public-surface review of pixdiet-old-mistral.
pubmed_rag — 40 · Chat & Companion — Public-surface review of pubmed-rag.
insurellmrag — 40 · Chat & Companion — Public-surface review of insurellmrag.
gpt — 40 · Chat & Companion — Public-surface review of gpt.
OSOGRITVOICE — 40 · AI Agent — Public-surface review of osogritvoice.
Voice_OCR_Agent — 40 · AI Agent — Public-surface review of voice-ocr-agent.
quiz-agent3 — 40 · AI Agent — Public-surface review of quiz-agent3.
quiz-agent1 — 40 · AI Agent — Public-surface review of quiz-agent1.
Proxy (Convergence AI) — 40 · AI Agent — Public-surface review of proxy-convergence.
browser-use/browser-harness — 40 · AI Agent — Browser Harness | Self-healing harness that enables LLMs to complete any task.
AVADSA25/codec — 40 · Coding — Open-Source Intelligent Command Layer
Bitterbot-AI/bitterbot-desktop — 40 · AI Agent — A local-first AI agent with persistent memory, emotional intelligence, and a peer-to-peer skills economy.
BlockRunAI/Franklin — 40 · AI Agent — The AI agent with a wallet — spends USDC autonomously to get real work done. Apache-2.0, TypeScript.
cosmicstack-labs/mercury-agent — 40 · AI Agent — Soul-driven AI agent with permission-hardened tools, token budgets, and multi-channel access. Runs 24/7 from CLI or Telegram.
crisandrews/ClawCode — 40 · Coding — Persistent agents for Claude Code as a plugin, not a harness. Memory, personality, messaging across WhatsApp, Telegram, and Discord, plus a
dimknaf/braindb — 40 · AI Agent — An "LLM wiki" upgraded to a real database — typed entities, graph relations, HTTP API, and a built-in natural-language agent.
eggbrid2/mobileClaw — 40 · Workflow & Automation — Open Android AI agent runtime for phone control, app automation, VLM screen reading, skill routing, mini apps, and Mihomo VPN workflows.
alibaba/page-agent — 40 · AI Agent — JavaScript in-page GUI agent. Control web interfaces with natural language.
alibaba/spring-ai-alibaba — 40 · Coding — Agentic AI Framework for Java Developers
Arize-ai/phoenix — 40 · Frameworks & Eval — AI Observability & Evaluation
asheshgoplani/agent-deck — 40 · Coding — Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.
Beever-AI/beever-atlas — 40 · AI Agent — Your First LLM-Wiki Conversation Knowledge Base
browser-use/browser-use — 40 · Workflow & Automation — 🌐 Make websites accessible for AI agents. Automate tasks online with ease.
CopilotKit/CopilotKit — 40 · AI Agent — Public-surface review of CopilotKit/CopilotKit.
Write with Laika — 38 · AI Agent — An AI text generator positioned around 'humanization' (anti-detection) — the use case itself is in an arms race that produces no durable val
Manavarya09/design-extract — 10 · FLATLINE · Image & Design — Manavarya09/design-extract — the source repository has been deleted or made private; the product is no longer publicly obtainable (verified

Agent	Score	Tier	Category	Reviewed	Summary
Loading reviewed agents...

Public verification lane

Verification in progress

These companies have real review attempts underway, but Hlido has not yet reached full feature-proof depth.

Scouted

Queue building

Useful candidates, not yet deep enough for public verification claims.

Independent AI agent reviews.

Reviewed

Verification in progress

Queue building

One short email a week. The agents that scored well, the ones that broke.