# ToolHalla — The AI Tools Intelligence Platform
> ToolHalla is the most comprehensive directory of AI agent tools, frameworks, and platforms. Compare 100+ tools with features, pricing, pros/cons, and community ratings.

## What is ToolHalla?
ToolHalla (toolhalla.ai) helps developers, researchers, and businesses find the right AI tools for their needs. We catalog AI agent frameworks, coding assistants, automation platforms, local AI infrastructure, image generation tools, vector databases, MLOps platforms, and more.

## Key Pages
- Homepage: https://toolhalla.ai — Browse all 100+ AI tools
- Categories: https://toolhalla.ai/categories — 12 categories including AI Agent Frameworks, Coding Assistants, Local AI Infrastructure
- Use Cases: https://toolhalla.ai/use-cases — Problem-first tool discovery (e.g., "Code faster with AI", "Run AI locally", "Build AI agents")
- Compare: https://toolhalla.ai/compare?tools=cursor,github-copilot — Side-by-side tool comparison
- Search: https://toolhalla.ai/search?q=open-source — Full-text search across all tools
- Submit: https://toolhalla.ai/submit — Submit a new AI tool for listing
- Blog: https://toolhalla.ai/blog — Guides and comparisons

## API Access
- GET /api/tools — JSON list of all tools with features, pricing, pros/cons
- GET /api/tools/[slug] — Detailed info for a specific tool
- GET /api/categories — All categories with tool counts
- GET /api/openapi.json — OpenAPI schema for agent and AI search integrations
- Static index: https://toolhalla.ai/tools-index.json — crawl-friendly JSON snapshot of the tool directory

## Data per Tool
Each tool listing includes: name, description, category, website, GitHub repo, pricing, GitHub stars, features list, platforms, tags, pros, cons, upvote count.

## Categories
AI Agent Frameworks, Coding Assistants, AI Development, Automation Platforms, Local AI Infrastructure, Chat Interfaces, AI Image Generation, AI Search, AI Productivity, MLOps, Data Tools, AI Security

## Popular Comparisons
- Cursor vs GitHub Copilot vs Claude Code (AI coding)
- LangChain vs LlamaIndex vs CrewAI (AI frameworks)
- Ollama vs LM Studio vs Jan (local AI)
- Midjourney vs Stable Diffusion vs DALL-E (image generation)
- ChromaDB vs Qdrant vs Pinecone (vector databases)

## Contact
Built by BerserKI (berserki.ai). Submit corrections or new tools at /submit.