Best AI Agent Tools by Scenario

Browse 88 curated scenario guides to find the perfect AI agent tools, MCP servers, and Claude skills for your specific use case.

🌊 New Model Waves

Video Skills for Claude Code & Opus 5.5
Open-source skills and toolkits for making videos in Claude Code — HyperFrames, ...
238 tools →
TypeSafe Jev
Open-source projects built on TypeSafe's Jev decision model, security-graded: th...
317 tools →

🔌 MCP Tools

MCP Database Tools
Browse the best MCP server tools for database access, SQL queries, and data mana...
10 tools →
MCP Browser Automation
Explore MCP tools that let AI agents control browsers, navigate pages, and autom...
10 tools →
MCP Filesystem Tools
Find MCP server tools for file management, directory operations, and local files...
10 tools →
MCP API Integration
Discover MCP tools that connect AI agents to external APIs, REST endpoints, and ...
10 tools →
MCP Memory & Knowledge
Browse MCP tools for persistent memory, knowledge graphs, and context management...
10 tools →
MCP Tools for Notion
Connect AI agents to Notion workspaces — read pages, create databases, manage ta...
10 tools →
MCP Tools for GitHub
AI agent tools that integrate with GitHub — manage repos, issues, PRs, actions, ...
10 tools →
MCP Tools for Google Services
Connect AI agents to Google Workspace — Gmail, Drive, Calendar, Sheets, and more...
10 tools →

💻 Code & Development

Code Review
Find the top AI-powered code review tools that help you catch bugs, enforce styl...
66 tools →
Code Completion & Generation
Discover AI-powered code completion and generation tools that help you write cod...
10 tools →
Test Generation
Find AI tools that automatically generate unit tests, integration tests, and tes...
10 tools →
Debugging
Find AI-powered debugging tools that help identify, diagnose, and fix bugs in yo...
10 tools →
Code Refactoring
Discover AI tools for automated code refactoring, optimization, and architectura...
10 tools →
Git & Version Control
Explore AI tools for Git workflow automation, commit message generation, and ver...
10 tools →
CLI Tools
Discover command-line AI tools and terminal utilities for developers.
10 tools →
AI Code Editors
Compare AI-powered code editors and IDE extensions that supercharge your develop...
10 tools →
AI Web Development
Find AI tools that help build websites and web applications — from UI generation...
10 tools →
API Testing & Mocking
Find AI tools for API testing, endpoint validation, mock servers, and automated ...
10 tools →

🤖 AI & ML

AI Agent Frameworks
Compare the best frameworks for building autonomous AI agents — from single-agen...
10 tools →
Multi-Agent Orchestration
Find tools for building and orchestrating multi-agent systems where AI agents co...
10 tools →
Prompt Engineering
Find tools for prompt design, testing, optimization, and management for LLM appl...
10 tools →
Model Evaluation
Discover tools for evaluating, benchmarking, and comparing AI model performance ...
10 tools →
Local LLM Tools
Run AI models locally with privacy and no API costs. Find the best tools for sel...
10 tools →
Claude Code Skills
Browse the best skills and extensions for Claude Code, Anthropic's AI coding ass...
10 tools →
OpenAI Codex Skills
Find the best skills and plugins for OpenAI Codex, the AI coding agent.
175 tools →

🔒 Security

Security Auditing
Find the best AI agent tools for security auditing, vulnerability scanning, and ...
10 tools →
Secret Detection
Discover tools that detect leaked secrets, API keys, and credentials in your cod...
10 tools →
Authentication & Identity
Find AI agent tools for authentication, OAuth, SSO, and identity management.
10 tools →

📊 Data & Search

Web Scraping
Discover the best AI agent skills and MCP tools for web scraping, data extractio...
10 tools →
Semantic Search
Discover AI-powered semantic search tools that understand meaning, not just keyw...
10 tools →
Vector Database
Find vector database tools and integrations for storing and querying AI embeddin...
10 tools →
Data Pipeline
Find AI tools for building data pipelines, ETL processes, and data transformatio...
10 tools →
Document Parsing
Discover tools for parsing PDFs, Word documents, spreadsheets, and extracting st...
10 tools →
Data Visualization
Explore AI tools for creating charts, dashboards, and visual representations of ...
10 tools →
Knowledge Base & RAG
Build AI-powered knowledge bases with retrieval-augmented generation (RAG) — ing...
230 tools →
Obsidian for Claude Code & AI Agents
Obsidian skills, MCP servers and AI plugins for Claude Code, Codex and other age...
84 tools →
Database Migration & Schema Tools
AI tools for database schema design, migration management, and data modeling.
10 tools →

✍️ Content & Writing

Content Writing
Find AI agent skills for automated content writing, blog generation, copywriting...
10 tools →
PPT Skills for Codex & Claude Code
Best Codex & Claude Code PPT skills, security-graded: ppt-master, codex-ppt-skil...
206 tools →
Image Generation
Find AI image generation tools that create, edit, and manipulate images programm...
10 tools →
AI Video Generation & Editing: Seedance, Kling & Subtitles
Open-source AI video stack — subtitle generation, multilingual dubbing, short-vi...
30 tools →
Translation
Explore AI translation tools and agent skills for multilingual content, i18n, an...
10 tools →
Summarization
Find AI tools that automatically summarize documents, articles, code, and conver...
10 tools →
Text-to-Speech & Voice
Find AI tools for text-to-speech synthesis, voice cloning, speech recognition, a...
10 tools →

⚙️ DevOps & Automation

Workflow Automation
Find AI tools for automating repetitive workflows, task orchestration, and proce...
10 tools →
CI/CD & DevOps
Browse AI agent tools for continuous integration, deployment automation, and Dev...
10 tools →
Monitoring & Observability
Find AI tools for monitoring applications, logs, metrics, and system health with...
10 tools →
Container & Docker Tools
Find AI tools for Docker container management, Kubernetes orchestration, and clo...
10 tools →
browser-use, Playwright MCP & AI Browser Agents
browser-use, playwright-mcp, MediaCrawler, Scrapling, mcp-chrome and 20+ open-so...
182 tools →

💬 Communication

Slack Integration
Find AI agent tools that integrate with Slack for notifications, chatbots, and w...
10 tools →
Discord Bot
Explore AI-powered Discord bot tools for community management, moderation, and a...
10 tools →
Telegram Bot
Open-source Telegram bot frameworks, MCP servers, and AI agent integrations. Bui...
46 tools →
Email Automation
Discover AI tools for email automation, inbox management, and intelligent email ...
10 tools →
Social Media Tools
Find AI tools for social media management, posting, analytics, and content sched...
10 tools →
Notification & Alerting
Find tools for sending notifications, alerts, and messages across multiple chann...
10 tools →
RSS & Feed Monitoring
Discover tools for RSS feed monitoring, news aggregation, and content tracking w...
10 tools →

🧭 More Scenarios

Skill & Agent Management
Desktop apps, CLI package managers, and session managers for organizing Claude C...
112 tools →
Free MCP Servers
100% open-source and free MCP servers for Claude Code, Claude Desktop, and agent...
30 tools →
Python MCP Servers
Open-source MCP servers written in Python — compatible with Claude Code, Cursor,...
30 tools →
TypeScript MCP Servers
Open-source MCP servers written in TypeScript / Node.js — ready to install into ...
30 tools →
Open WebUI Integrations
Open-source tools, connectors, and functions for Open WebUI — ChatGPT-style self...
25 tools →
Humanizer & Anti-Slop Skills
Open-source humanizer and anti-slop skills, security-graded: make AI-written tex...
109 tools →
Agent Memory
Long-term memory layers for AI agents — vector stores, episodic recall, semantic...
30 tools →
Agent Security
Security tools for AI agents — scan dangerous Skills/MCP configs, detect prompt ...
30 tools →
Agent Governance
Governance, audit, and discipline frameworks for AI coding agents — deterministi...
30 tools →
SaaS MCP Servers
Official MCP servers from major SaaS platforms — Box, Dokploy, Stripe, Notion, G...
30 tools →
SEO Tools
SEO research and analysis MCP servers — keyword research, backlink analysis, SER...
30 tools →
Finance MCP Servers
Financial data MCP servers and CLIs for AI agents — stock quotes, personal finan...
30 tools →
AI Design Tools
Design intelligence skills for AI coding agents — UI generation, design systems,...
137 tools →
Agent Deployment
Deploy AI agents and Skills to production — gstack, Fly.io, Vercel, Cloudflare W...
30 tools →
Voice Agents
Real-time voice AI agents — speech-in/speech-out conversational systems with Whi...
30 tools →
Business Diagnosis & Founder Skills
AI skills for founders and operators — business diagnosis, PRD generation, GTM p...
30 tools →
Content Syndication
Cross-platform content distribution skills for indie creators — publish once to ...
25 tools →
Personal Knowledge Skills
Personal knowledge management skills for solo workers — Obsidian, Logseq, Notion...
25 tools →
Skill Creation & Meta-Tools
Tools for creating, distilling, and managing AI Skills themselves — book→skill, ...
25 tools →
Multi-AI Bridge & Cross-IDE Sync
Run Claude + Codex + Gemini together, sync Skills across IDEs, route tasks betwe...
25 tools →
Vibe Coding Stack
Indie hacker / solo dev coding stack — PRD → multi-agent build → ship. Templates...
25 tools →
AI Job Hunting & Resume Skills
AI-powered job search stack — resume tailoring, cover letter generation, intervi...
25 tools →
Meeting Tools & Transcription
AI meeting stack — real-time transcription, automatic minutes, action item extra...
25 tools →
Spreadsheet & Excel AI Tools
AI for Excel, Google Sheets, CSV — automated formulas, pivot tables, data summar...
25 tools →
AI Deep Research
AI agent skills and MCP tools for deep research, multi-source investigation, lit...
25 tools →
Productivity & Task Management
AI agent skills for productivity, task and todo management, note-taking, schedul...
25 tools →
Paid Ads & PPC
AI agent skills for paid advertising — Google Ads, Meta/Facebook ads, ad copy ge...
25 tools →
Lead Generation & CRM
AI agent skills for lead generation, prospecting, CRM enrichment, cold outreach,...
25 tools →
Marketing Analytics & Reporting
AI agent skills for marketing analytics, attribution, campaign reporting, web an...
25 tools →
Claude Code Hooks, Subagents & Statusline
Open-source Claude Code hooks, subagents and statuslines, security-graded: hook ...
97 tools →

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