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
527.9K
1.8K
13.1K
100%
MCP Servers
189.7K
Skills
315.6K
Agents
22.6K
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
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。
Multi Agent CAD
ai
MAC (Multi-Agent CAD): A decoupled multi-agent framework for text-to-CAD generation via constrained test-time compute
Pi From Scratch
ai
600 行 TypeScript 写成的超级迷你版 pi,让你轻松从 0 写出属于你的 pi-agent
compartment
uncategorised
Compartment - high-security, fully offline, encrypted vector memory for AI agents (MCP)
Pinvou Agent
ai
Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.
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)
io.github.vshulcz/deja-vu
uncategorised
Local memory for coding agents: search, MCP recall, auto-recall, secret redaction, SSH sync.
Itr Wala
uncategorised
File your Indian income tax return (ITR) from your terminal. Deterministic tax engine, both regimes, AY 2026-27. Claude Code / Codex / Gemini skill.
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.
sv-number-mcp
uncategorised
Phone numbers for AI agents: order a private number in any country, read the SMS verification code, hand it back.
Humanizer Cli
uncategorised
33 ways to spot AI-written text, right in your terminal. Before/after examples, draft checker, zero dependencies.
Category fragmentation by type. Lower HHI = more diverse ecosystem. Higher = dominated by few categories.
189.7K tools across all categories
315.6K tools across all categories
22.6K 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
ai-agents
n8n Node
ai
Document Processing
Chatbot
AI Assistant
Vector & Embeddings
ai-model
devtools
FirmAdapt builds custom AI ecosystem analytics, competitive intelligence dashboards, and market research tools for enterprises and investors.
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