AI Ecosystem Pulse
Real-time market intelligence for the AI tool ecosystem
Real-time market intelligence for the AI tool ecosystem
Real-time market intelligence for the AI tool ecosystem
522.4K
2K
13.2K
100%
MCP Servers
185.9K
Skills
314.3K
Agents
22.3K
Tools with the highest traction and recent development activity
30-day growth rate by category. Hotter colors indicate faster growth.
Category market share changes. Rising sectors gain share; declining sectors lose it.
Newcomers from the last 30 days that are already gaining meaningful traction.
Video Shotcraft
media
AI video skill for Claude Code & Codex — cinematic product videos with Remotion: 106 shot recipe cards, 161 motion previews, a production-ready template
Vox Director
ai
Turn one topic into a finished Vox-style paper-collage explainer/ad video — automated end to end on Atlas Cloud + ffmpeg. An agent skill.
Waku Agent
database
Waku Waku! Waku agent is your personal AI agent, on your own laptop, in code you can read in an afternoon — harness + loop + memory + eval
Growth Lab
uncategorised
An end-to-end growth tool that understands the product, fetch the data it needs, researches the market, executes campaigns, and reviews results to improve the next round of growth. 从代码到市场的开源端到端增长工具。理解产品、接入信息渠道、研究市场、执行增长行动,并基于真实数据自我改进。
compartment
security
Compartment - high-security, fully offline, encrypted vector memory for AI agents (MCP)
io.github.vshulcz/deja-vu
devtools
Local memory for coding agents: search, MCP recall, auto-recall, secret redaction, SSH sync.
Novel To Game
uncategorised
将任何小说蒸馏为可玩的游戏 · Turn any novel/story into a playable game — a 7-skill adaptation pipeline for Claude Code, Codex & Kimi Code(k3)
Ponytail Improved
uncategorised
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
Humanizer Cli
uncategorised
33 ways to spot AI-written text, right in your terminal. Before/after examples, draft checker, zero dependencies.
OpenChatCut
uncategorised
Local-first conversational AI video editor with a professional multi-track timeline, Agent Skills, MCP integration, and Remotion-powered rendering.
Openclaude Improved
ai
runs anywhere. uses anything
Draw Your Font
uncategorised
Turn a photo of your handwriting into a real font (TTF/WOFF/WOFF2) - free, open source, no uploads. Node CLI + Claude Code skill.
Category fragmentation by type. Lower HHI = more diverse ecosystem. Higher = dominated by few categories.
185.9K tools across all categories
314.3K tools across all categories
22.3K tools across all categories
Category landscape: size represents tool count, showing avg stars and security grade A+B rate.
AI Tool
Community
uncategorised
LLM Tool
Official Provider
mcp
ai-ml
AI Automation
Speech & Audio
n8n Node
ai-agents
ai
Document Processing
Chatbot
AI Assistant
Vector & Embeddings
devtools
ai-model
FirmAdapt builds custom AI ecosystem analytics, competitive intelligence dashboards, and market research tools for enterprises and investors.
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