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
572.3K
1.8K
13.4K
100%
MCP Servers
221.7K
Skills
325.7K
Agents
24.9K
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)
Codex With Chatgpt
uncategorised
ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.
Mono Color Skill
uncategorised
One-ink editorial print image skill — warm paper, halftone photography, active negative space, and restrained typography.
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.
Appllama Skills
uncategorised
A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.
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.
Pr Lens
uncategorised
Lens draws every PR as animated architecture and data-flow diagrams, inside the pull request itself. Use it as a GitHub App, GitHub Action, CLI, or a skill for your coding 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
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.
Category fragmentation by type. Lower HHI = more diverse ecosystem. Higher = dominated by few categories.
221.7K tools across all categories
325.7K tools across all categories
24.9K 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
ai
Document Processing
n8n Node
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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