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The definitive directory for the AI agent ecosystem

Search across 50+ directories. Security-scored. Cross-referenced.

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@sschepis/alephnet-node

lonestar108

AlephNet Node - Semantic computing, social network, and Coherence verification for AI agents

SkillAI Tool
323K3 dirs

n8n

6a01de90-15be-4d9a-9148-debef44f9576

No description available

MCP Serverai
184K3 dirs

@n8n/ai-utilities

GitHub Actions

Utilities for building AI nodes in n8n

SkillAI Tool
180K3 dirs

Awesome ChatGPT Prompts

A collection of prompt examples to be used with the ChatGPT model.

AgentPrompt Engineering
153K3 dirs

dify

7ac6f18e-2dcd-45db-bfcb-0b3424584848

No description available

MCP Serveruncategorised
133K3 dirs

langchain

Erick Friis <[email protected]>

Building applications with LLMs through composability

AgentDeveloper tools
130K4 dirs

markitdown

Adam Fourney <[email protected]>

Utility tool for converting various files to Markdown

MCP ServerEverything to Markdown to LLMs
91K3 dirs

@modelcontextprotocol/server-filesystem

pcarleton

MCP server for filesystem access

MCP ServerAI Tool
81K4/wk3 dirs

Recent Additions

@webalexx/projen-multi-cloud-project

webalexx

A projen library for multi-cloud Pulumi projects

SkillAI Tool
1 dir

devvami

savez

DevEx CLI for developers and teams — manage repos, PRs, pipelines, tasks, and costs from the terminal

SkillAI Tool
1 dir

vipcare

seedquan

Auto-build VIP person profiles from Twitter/LinkedIn public data

SkillAI Tool
1 dir

opencode-telegram-send-file

GitHub Actions

OpenCode plugin that adds a telegram_send_file tool — send files and photos to Telegram via OpenWork. Images are sent with inline preview (sendPhoto); other files as attachments (sendDocument). Zero config.

...more
SkillAI Tool
1 dir

@iflow-mcp/electricessence-telegram-bridge-mcp

chatflowdev

Telegram Bridge MCP — An MCP server that bridges AI assistants to a Telegram bot for two-way messaging, confirmations, status updates, and voice transcription.

...more
MCP ServerSpeech & Audio
1 dir

@drewsepsi/billing

drewsepsi

CLI for @drew/billing - Add subscriptions to your app in 10 minutes

SkillAI Tool
1 dir

claudewatch

Hendrick Melo

macOS menubar app showing Claude Code rate limits and session status

Skillai-ml
1 dir

clankr

Maximilian Wolf

Run coding agents (Claude Code, pi, ...) in isolated Docker containers

Agentai-agents
1 dir

How It Works

Skillful.sh aggregates data from every major directory and registry in the AI agent ecosystem into one searchable directory.

Step 1

Aggregate

We crawl and sync data from 50+ directories, registries, and package managers across the AI agent ecosystem.

Step 2

Analyze

Every tool is security-scored, categorized, and cross-referenced across all sources for comprehensive coverage.

Step 3

Display

Browse, search, and compare tools with detailed profiles showing directory presence, stats, and security grades.

Understanding the AI Agent Ecosystem

The building blocks powering the next generation of AI applications

65,722MCP Servers

What Are MCP Servers?

Model Context Protocol (MCP) servers are standardized interfaces that let AI models interact with external tools and data sources -- bridging large language models with file systems, databases, APIs, and web services. Originally developed by Anthropic, MCP has become the dominant protocol for extending AI agent capabilities.

267,694AI Skills

AI Skills and Agent Capabilities

AI skills are modular capabilities that extend AI agents and language models. Unlike MCP servers which follow a specific protocol, skills encompass custom tool definitions, function calling schemas, and plugin architectures across multiple platforms -- giving developers a unified view rather than searching dozens of disconnected registries.

A+ to FSecurity Grades

Security Scoring for AI Tools

Every indexed tool undergoes automated security analysis covering code quality, dependency vulnerabilities, maintenance frequency, license compliance, and known CVEs. AI agents that execute code or install packages on behalf of users introduce supply-chain risk -- security grades help developers quickly identify trustworthy tools for production use.

55+Data Sources

Cross-Directory Aggregation

A single MCP server might be listed on the official registry, published on npm, hosted on GitHub, and curated in multiple community directories. Skillful.sh aggregates and cross-references tools from 55+ sources into one unified directory with live GitHub stats, package registry downloads, and cross-listing data so you can gauge true ecosystem adoption.

The Growth of the AI Agent Ecosystem

From a few hundred MCP servers at the start of 2025, the ecosystem now includes over 343,690 tools spanning MCP servers, AI skills, and autonomous agents. Skillful.sh tracks this growth in real time with ecosystem statistics, trending tools, and growth charts that show how the landscape is evolving week by week.

Ready to explore the ecosystem?

Browse thousands of MCP servers, skills, and agents. All in one place.