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
564.8K
1.7K
13.2K
100%
MCP Servers
215.7K
Skills
324.5K
Agents
24.7K
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.
Dsh Anchored Standard
uncategorised
Two-phase DeepSeek Harness preset: Minimal-aligned bootstrap, then full Standard tools (Project2 98/99)
Mono Color Skill
uncategorised
One-ink editorial print image skill — warm paper, halftone photography, active negative space, and restrained typography.
Codex With Chatgpt
uncategorised
ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.
X64dbg Mcp Server
uncategorised
x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step through code, read memory, dump registers, and more. Built with Zig — zero dependencies, single-binary output, cros
Headcount
uncategorised
An agent organization for Claude Code, structured as a company — 15+ departments, 125+ skills, each independently installable.
Book To Skill
media
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
Northcinder
uncategorised
Buyer-run, ad-neutral shopping-agent MCP software with deterministic ranking, signed purchase mandates, and a local audit trail.
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
Watermarks Remover
uncategorised
Remove multi-vendor AI provenance traces: Unicode text sanitization, statistical rewriting techniques, and C2PA/metadata stripping from PNG/JPEG/SVG/PDF/DOCX/HTML/MD files
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.
Watermark Remover
uncategorised
Purge multi-vendor AI watermarks: clean Unicode text, apply statistical rewrite hooks, and clear C2PA plus metadata from PNG, JPEG, SVG, PDF, DOCX, HTML, and MD.
Cybermes
web
Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.
Category fragmentation by type. Lower HHI = more diverse ecosystem. Higher = dominated by few categories.
215.7K tools across all categories
324.5K tools across all categories
24.7K 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
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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