Evaluate products for your team: inspect official sources, integration resources, and published implementation evidence. Vendors can launch a product and measure the path from evaluation to adoption.
200 organic products match the current filter set.
The newest approved tools in the graph.
Panniantong/Agent-Reach · Open source
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Use the current filters to draft a build or document what you find.
Launch intelligence
Connect discovery, evaluation, and implementation evidence in a company workspace. Retained usage requires authorized tracking; launch traffic and saves alone do not establish adoption.
Free company workspaces require a work email. There is no pricing or self-checkout; paid enterprise access is provisioned manually after a sales call and agreement.
Saves show interest. Published projects show implementation claims. Verified usage is labeled separately. Sponsored placements never establish product fit.
HKUDS/nanobot · Open source
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
ZhuLinsen/daily_stock_analysis · Open source
LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.
MoonshotAI/Kimi-K3 · Free
moonshotai/Kimi-K3 is currently visible in Hugging Face trending model results for public model and agent research.
Graphify-Labs/graphify · Open source
Local-first code and document intelligence tool that builds queryable knowledge graphs with traceable extracted and inferred edges for coding agents.
thedotmack/claude-mem · Open source
Open-source persistent memory layer that captures, compresses, and retrieves coding-agent session context across Claude Code, Codex, Gemini, OpenCode, and other agents.
Cloud Deploy · Freemium
Unified cloud and infrastructure workspace with terminals, database consoles, cost controls, workflows, MCP, and human-governed AI operations across 25+ providers.
Ranked by saves, projects, adoption events, reviews, and public source signals.
vercel/next.js · Open source
React framework for production web apps, dashboards, and SaaS products.
vercel/vercel · Freemium
Frontend cloud with preview deployments, serverless functions, and Next.js hosting.
CopilotKit/CopilotKit · Freemium
Frontend stack for embedding agents, generative UI, and AG-UI workflows in applications.
ChromeDevTools/chrome-devtools-mcp · Open source
Official Chrome DevTools MCP server for browser inspection, debugging, automation, and performance analysis from coding agents.
ZSeven-W/openpencil · Free
Open-source AI-native vector design tool with design-as-code workflows and concurrent agent teams that edit a live canvas.
vercel/ai · Open source
Provider-agnostic TypeScript toolkit for building AI-powered applications and agents across React, Next.js, Svelte, Vue, Node.js, and more.
dyad-sh/dyad · Open source
Local open-source AI app builder for creating applications with generated code while keeping the project on the user machine.
Build ideas from public releases
These curated starting points link to primary sources so you can inspect a release, try it in a small project, and record what you find. A listed release does not establish developer adoption.
Evaluate an MCP release in a working coding-agent integration. Review the official release, test a concrete workflow, and document the result for your team.
Evaluate persistent Responses API WebSocket connections with previous_response_id continuation. Test tool calls, connection handling, and latency in a bounded implementation before wider adoption.
Try ACP-compatible coding agents through the AI SDK HarnessAgent interface. Check runtime compatibility, MCP connections, session handling, and sandbox behavior in a working evaluation.
Evaluate Exa web search through AI Gateway. Compare grounding, citation quality, model fallbacks, and request traces against your research workflow.
Evaluate Cloudflare Agents SDK tracing across model calls, tool runs, approvals, token usage, and Workers runtime operations. Record which failures and costs your team can inspect.