AI University: 230 Providers Guide — How to Stop Being Overwhelmed and Pick the Right Tools
"There Are Too Many AI Tools — I Don't Know Where to Start"
Jibun Kaisha's AI University currently lists 230+ AI providers.
"I can't research all of them." "I don't know which ones fit my situation." These are valid reactions to a landscape that's grown too fast.
You don't need to know all 230. You need to know the right 20 for your use case. Here's a framework for finding them.
The AI University Category Map
AI University organizes 230+ providers across 9 categories:
| Category | Representative Providers | Primary Use |
|---|---|---|
| Coding Tools | Claude Code, Cursor, GitHub Copilot, Codex | Code generation, completion, review |
| LLM Foundations | OpenAI, Anthropic, Google Gemini, Mistral | API selection, model choice |
| Agents & Orchestration | LangGraph, LangChain, Composio, AutoGen | Complex task automation |
| RAG & Search | Weaviate, Chroma, Tavily, Nomic | Vector search, document retrieval |
| Voice & Video AI | Otter.ai, Murf, VAPI, ElevenLabs | Transcription, voice synthesis |
| Visual Generation | Midjourney, DALL-E, Meshy, Higgsfield | Image and video generation |
| Data & Analytics | Databricks, Modal, E2B, Firecrawl | Data pipelines, sandboxing |
| Business Ops | Glean, Clay, Moveworks, Gong | Enterprise search, sales, support |
| Research & Learning | NotebookLM, Consensus, Perplexity | Research, academic, learning |
The First 10 for Solo Developers
Coding (3)
- GitHub Copilot ($10/month) — Standard for inline completion
- Claude Code ($100/month) — Autonomous task execution, memory system
- OpenAI Codex (pay-per-use) — Batch generation: SQL, templates at scale
LLM APIs (2)
- Anthropic Claude (API) — Long-form, code, reasoning
- Google Gemini (API) — Image, video, multimodal
Agents (1)
- LangGraph (OSS) — State-machine-controlled agents
Search & Data (2)
- Tavily — Real-time web search designed for LLMs
- Firecrawl — Web scraping to clean Markdown
Research (2)
- NotebookLM (free) — Document analysis, Deep Research
- Perplexity ($20/month) — Real-time answers with citations
These 10 cover 90% of solo developer use cases. Start here before expanding.
Quick Selector by Use Case
"I want to write code faster"
→ GitHub Copilot (completion) + Claude Code (complex tasks)
"I need to pull web data into my code"
→ Tavily API (search) + Firecrawl (scraping) + Perplexity (synthesis)
"I want AI to read my documents and PDFs"
→ NotebookLM (free, up to 50 sources) → for larger scale: Weaviate / Chroma (OSS RAG)
"I need speech transcription and summary"
→ Otter.ai (meeting notes) / VAPI (phone AI) / ElevenLabs (voice synthesis)
"I want to search internal Slack and docs"
→ Glean (enterprise) / Notion AI (within Notion)
"I want to automate sales and CRM"
→ Clay (data enrichment) / Gong (call analysis) / Moveworks (internal IT)
How to Use AI University
Inside Jibun Kaisha's AI University:
- Provider Search — Filter by name, category, or rating
- Comparison — Side-by-side view of 2-3 providers (pricing, features, limits)
- Ratings — Actual user evaluation scores (1-9)
- Use Case Filter — "Solo dev," "startup," "enterprise"
Access: https://my-web-app-b67f4.web.app/
→ AI University tab → Select category → Apply filters
The 2026 Provider Landscape
Mature zone (stable, production-ready): OpenAI, Anthropic, Google, GitHub Copilot
Fast-growth zone (worth evaluating now): LangGraph, Composio, Tavily, Firecrawl, VAPI
Experimental zone (interesting, but be careful in production): Various OSS agent frameworks
Using only the mature zone gives you a solid foundation. Adding 1-2 tools from the fast-growth zone is often where significant productivity gains come from. The experimental zone is for learning and prototyping.
The full list of 230+ providers is searchable in AI University — by category, rating, or use case. Finding "the right AI for your current problem" takes under 10 minutes.
→ Explore all 230+ providers in Jibun Kaisha's AI University