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
375.8K
777
10.7K
100%
MCP Servers
87.7K
Skills
275.6K
Agents
12.4K
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.
Anything Analyzer
uncategorised
全能协议分析工具:浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | All-in-one protocol analysis toolkit — built-in browser capture, MITM proxy, JS hooks, fingerprint spoofing, AI analysis & MCP server for agent integration
Design Extract
ai
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.
Mercury Agent
ai
Soul-driven AI agent with permission-hardened tools, token budgets, and multi-channel access. Runs 24/7 from CLI or Telegram.
Harmonist
ai
Portable AI agent orchestration with mechanical protocol enforcement. 186 agents, zero runtime dependencies.
Oh Story Claudecode
uncategorised
网文写作 skill 包,覆盖长篇与短篇网络小说的扫榜、拆文、写作、去AI味全流程
Auto Deep Researcher 24x7
ai
🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.
Stash
ai
Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, single binary, no cloud required.
Hands On Modern Rl
ai
An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.
Hue
ai
open-source claude code skill that learns any brand and turns it into a complete design system. install once, every UI claude builds matches your brand.
CVE MCP Server
security
This MCP server transforms Claude into a comprehensive security analyst by providing access to 27 security tools across 21 APIs for vulnerability intelligence. It enables users to query multiple sources like NVD, EPSS, CISA KEV, and threat intelligence platforms in parallel to get correlated security insights and risk assessments for CVEs.
Robotics Skills Suite
ai
76 audit-ready Claude skills automating the industrial robot, cobot, AMR, ROS2, V&V, AI/ML, and IEC 62443 lifecycle. 38 builder + reviewer pairs anchored to ISO 10218, 13849, 62061, 12100, 9283, 15066, 3691-4, and IEC 62443.
Awesome Claude Design
ai
Claude Design DESIGN.md prompts by aesthetic family, remix recipes, skills, video teardowns, X signal, honest community takes.
Category fragmentation by type. Lower HHI = more diverse ecosystem. Higher = dominated by few categories.
87.7K tools across all categories
275.6K tools across all categories
12.4K tools across all categories
Category landscape: size represents tool count, showing avg stars and security grade A+B rate.
AI Tool
uncategorised
Community
LLM Tool
Official Provider
AI Automation
Speech & Audio
mcp
ai-ml
n8n Node
Document Processing
ai
ai-agents
Chatbot
Vector & Embeddings
AI Assistant
NLP
RAG
FirmAdapt builds custom AI ecosystem analytics, competitive intelligence dashboards, and market research tools for enterprises and investors.
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