AI use cases Developers
AI use cases for developers
AI use cases for developers: coding agents, code review, tests, MCP servers and agent frameworks, with example prompts and tools ranked by data.
- Use cases
- 25
- Tools behind them
- 46
- Jobs
- 7
25 use cases, by job
The number is the highest tool score for that use case.
Coding agents
- AI pair programming in the terminal5 toolsgemini-cli 70
- AI code review4 toolsclaude-code 65
- AI refactoring and code migrations4 toolsOpenHands 68
- AI test writing4 toolsclaude-code 65
- AI debugging with an agent4 toolsOpenHands 68
- AI documentation generation4 toolsgemini-cli 70
- AI for GitHub issues and pull requests4 toolsOpenHands 68
- Up-to-date library docs for AI coding4 toolsclaude-code 65
Agent skills & MCP
- Give AI agents new abilities with MCP and skills4 toolsskills 53
- Browser automation for AI agents3 toolsbrowser-use 62
- Repeatable agent workflows with Agent Skills3 toolssuperpowers 62
- Turn recorded work into reusable agent skills3 toolssuperpowers 62
Automation & agent frameworks
- Workflow automation with AI3 toolsn8n 70
- Multi-agent AI teams4 toolscrewAI 57
- AI customer support bot4 toolsn8n 70
- Build AI agents in Python or TypeScript6 toolslangchain 54
- Persistent AI agent workspaces3 toolslobehub 69
Research & web data
- Scrape websites into clean data for AI2 toolsfirecrawl 78
- Convert documents to Markdown for LLMs4 toolsfirecrawl 78
RAG, knowledge & memory
- Chat with your documents (RAG)4 toolsragflow 69
- Long-term memory for AI agents2 toolsmem0 55
- A company knowledge assistant3 toolsragflow 69
Local AI
- Run AI models locally3 toolsollama 73
- An offline AI coding assistant4 toolsollama 73
Media & creative
- Programmatic video with React1 toolremotion 43
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