Kit for AI
Kit for AI provides persistent memory and document conversion for AI agents via MCP and REST, enabling agents to remember, search, and cite knowledge from any file or URL.
Kit for AI
What is Kit for AI?
Kit for AI vs Similar AI Tools
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How to use Kit for AI?
- 1Sign up for a free account at kitforai.com and get your API key.
- 2Convert any file, URL, or YouTube video to clean Markdown or structured JSON.
- 3Create knowledge bases to group documents for searchable, cited answers.
- 4Connect your AI agent via the MCP server (one command) or REST API.
- 5Use memory tools (remember/recall/search) for persistent agent memory.
Kit for AI Key Features
- Document conversion (PDF, Word, Excel, PPT, CSV, HTML, images) to Markdown/JSON
- URL to Markdown extraction (strips nav, ads, footers)
- OCR for scanned documents and images
- JSON extraction with custom schema
- Knowledge bases with cited answers and feedback corrections
- Semantic search (hybrid vector + keyword + reranking)
- MCP server for direct agent integration (Claude, Cursor, etc.)
- Persistent memory (remember/recall/search as MCP tools)
- Chat with YouTube videos (transcript to searchable doc)
- Up to 90% fewer tokens via targeted retrieval
- Private by default (encrypted at rest, no training data use)
Kit for AI Use Cases
- RAG pipelines requiring clean, chunk-ready Markdown
- AI agents needing persistent memory and grounded knowledge
- Invoice and form extraction with structured JSON output
- Fine-tuning dataset creation from document libraries
- Internal knowledge bases for searchable, answerable content
- Batch document processing via API at scale
Kit for AI Pricing & Free Credits
Kit for AI currently operates on a Free, Freemium, Custom Pricing model.
Freemium
$0
20 chat messages/month, 10 files/web conversions, 5 video notes, 1 knowledge base
Pro
Invite only
1,500 messages, 2,000 files, 150 videos, 25 KBs, 25 GB storage
Business
Invite only
10,000 messages, 20,000 files, 1,000 videos, higher limits
Kit for AI Pros & Cons
Pros
- Easy integration via MCP (works with Claude, Cursor, etc.)
- Supports wide range of file formats and URLs
- Persistent memory eliminates goldfish-memory problem for agents
- Semantic search with hybrid retrieval provides accurate results
- Private by default with encryption and no data sharing
Cons
- Pro and Business plans are invite-only, limiting accessibility
- Free tier has usage caps (20 messages/month)
- No self-hosted option (cloud-only)
- Pricing for paid tiers not transparent
What is Kit for AI best for?
- Developers building AI agents with persistent memory
- Teams needing RAG without managing vector databases
- Anyone converting documents to clean Markdown for LLMs
Kit for AI FAQ
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