Find your AI stack
Answer four questions about what you are building, where you work, and what you can spend. You get one to three tools that fit, each with the reason it made the list. Scoring is rules-based and fit-first, run over the same directory you can browse below. Affiliate status never changes a pick.
Your recommended stack
Some links below are affiliate links, which means we may earn a commission at no cost to you. See our affiliate disclosure.
Stay ahead of the AI tools curve
Picks, reviews, and automation tips every other day. Free, no spam.
How the finder works
Each tool starts at zero. For every answer you give, tools that fit gain points from a small, fixed rules table: your use case carries the most weight, then where you want to work, then budget, then team size. The tools with the highest scores become your stack, and we show you the rules that fired so the result is never a black box.
Featured and affiliate status do not add points. A free, open-source tool and a paid one are scored the same way, on fit alone. If nothing scores well for your answers, you get the top-rated tools for your use case as a starting point rather than an empty page.
Or browse the full directory
Every tool the finder can recommend, with a decision-first summary and a link to the full review.
- Aider AI Terminal Assistants
Open-source terminal AI pair programmer whose real differentiator is one commit per change. Why the git-native model is the tradeoff to evaluate, and who should skip it.
- Cline AI Code Assistants
Open-source VS Code coding agent with a per-step human approval gate and bring-your-own-key billing. The Apache 2.0 license and direct provider billing are the whole reason to pick it over a closed IDE fork.
- Comp AI AI Orchestration
Open-source compliance automation for SOC 2, ISO 27001, HIPAA, GDPR, and FedRAMP. Hosted at trycomp.ai; AGPLv3 core agents on GitHub at trycompai/comp.
- Continue AI Code Assistants
Open-source AI coding assistant for VS Code and JetBrains whose real differentiator is one shareable config that standardizes the model stack across a whole team.
- GitHub Copilot AI Code Assistants
AI coding assistant by GitHub and Microsoft with inline completions, chat, and autonomous agents, integrated across VS Code, JetBrains, Neovim, and more.
- Cursor AI Code Editors
AI-first code editor built on VS Code with deep integration of Claude, GPT-4, and other LLMs for code generation, editing, and chat.
- CustomGPT.ai AI Agent Builders
No-code platform for building RAG chatbots trained on your own content, with citations, REST API, and embed widgets for customer service and docs sites.
- Firecrawl API Integration
LLM-ready web scraping API that turns URLs into clean Markdown, JSON, HTML, or screenshots. Open source under AGPL-3.0 at github.com/mendableai/firecrawl with a managed API hosted at firecrawl.dev.
- Lindy AI Agent Builders
AI agent platform for building business automations that handle email, meetings, CRM updates, and other ops workflows with natural-language configuration.
- Make Workflow Automation
Visual automation with operations-based pricing that undercuts Zapier at volume, real branching, and a free tier. The developer-leaning Zapier alternative.
- n8n Workflow Automation
Fair-code workflow automation with a visual editor, real self-hosting, and 400+ integrations. Where n8n beats Zapier and Make, and the license catch most reviews skip.
- Pipedream API Integration
Developer-first integration platform whose MCP server turns 2,000+ APIs into one callable tool layer for AI agents. Code when you need it, managed auth when you don't.
- Relevance AI AI Orchestration
Enterprise agent-workforce platform that lets domain experts define playbooks executed by autonomous agents across HubSpot, Salesforce, Slack, Gmail, Apollo, Gong, and 100+ other connected systems.
- Zapier Workflow Automation
The most widely connected automation platform with 7,000+ app integrations, no-code workflow builder, and AI-powered automation features.