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
600.6K
2.8K
12.5K
100%
MCP Servers
241.8K
Skills
332.4K
Agents
26.3K
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.
Open Seo Mcp Skills
uncategorised
Open-source SEO + GEO skills for Claude — keyword research, rank tracking, site audits, backlinks, competitor gaps, AI visibility. Runs on your real Search Console / GA4 / ads data via MCP, with DataForSEO built in. Free, MIT.
Headcount
uncategorised
An agent organization for Claude Code, structured as a company — 15+ departments, 125+ skills, each independently installable.
Reverify
devtools
AI makes things up when it reads a binary. Reverify checks its every claim against the real bytes, so you see what's actually true — AI-assisted reverse engineering you can trust. LLM proposes, deterministic tools verify. MCP server + CLI.
Reelbench Skills
uncategorised
Learning notes and tooling skills for AI video - AI 视频相关的学习与工具 skill
Linkedin Agent Skill
uncategorised
Eleven free Claude skills that run a LinkedIn account: posts off 21 hook formulas, comments, replies, profile score, weekly plan, and a humanizer that strips the AI fingerprint and scores the draft before it goes out.
Okf Agent Memory
devtools
Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.
Second Brain Os
ai
An AI second brain that maintains itself. Full guide, starter vault, agent skills and scripts for a self-organizing knowledge base in Claude Code and Obsidian.
Dscode
devtools
A DeepSeek coding agent harness: persistent shell, Ultra subagents, auto approval, Chrome MCP and session telemetry
Atria Dawn Preview
ai
No description available
Geo Score
ai
Will ChatGPT cite your site? Score it in 20 seconds against an open, versioned GEO rubric. Python, zero dependencies.
Anidoodle
uncategorised
Hand-drawn art and animation, written as code. Illustrations, loops, stickers and scored films in nine styles, identical on every render.
Blitzstrike
security
⚡ Blitz Strike — a universal MCP penetration-testing toolbelt. Structured methodology: reconnaissance & attack-surface mapping, source-to-sink analysis, and live validation. 57 escalation chains, 130-tool catalog, intelligence data layer. One server, every agent.
Category fragmentation by type. Lower HHI = more diverse ecosystem. Higher = dominated by few categories.
241.8K tools across all categories
332.4K tools across all categories
26.3K tools across all categories
Category landscape: size represents tool count, showing avg stars and security grade A+B rate.
AI Tool
Community
uncategorised
Official Provider
LLM Tool
mcp
ai-ml
AI Automation
Speech & Audio
ai-agents
n8n Node
ai
Document Processing
Chatbot
AI Assistant
ai-model
Vector & Embeddings
Agent Framework
FirmAdapt builds custom AI ecosystem analytics, competitive intelligence dashboards, and market research tools for enterprises and investors.
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