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
| Pricing Model | Free, Freemium, Custom Pricing | Free | Free, Free Trial | Free, Paid |
| Free Credits | ||||
| Key Features |
|
|
|
|
| Pros |
|
|
|
|
| Cons |
|
|
|
|
| Best For |
|
|
|
|
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
Top free alternatives to Kit for AI
Agentcard provides agent-friendly card issuing and payment infrastructure for AI agents, enabling 5-minute setup and autonomous purchases.
Manage AI agent teams like human teams with responsibilities, numbers, commitments, and approvals across your business tools.
Oodle AI provides agent observability with fast trace search, S3-based storage, and out-of-the-box insights to detect silent failures in AI agents.
Scarlett is an AI coworker that lives in Slack, connecting to over 3,000 tools to automate tasks, generate reports, and execute real work for your team.
Acti is the world's first agentic keyboard that transforms any text field into an action layer, letting users type their intent and long-press to execute actions across apps.
A unified AI gateway providing access to 300+ leading models through one EU-hosted, GDPR-compliant API with an OpenAI SDK-compatible interface.
Ogment is an AI coworker that lives in Slack, proactively automating repetitive tasks and workflows for your team.
Deploy and customize AI-powered voice and chat agents to automate customer support, sales, and operations across multiple channels.
Best alternatives AI Tools to Kit for AI
Backtest crypto trading strategies by describing them in plain English, directly from Claude, ChatGPT, or any AI agent.
Open-source platform for real-time AI agent security, auditing skills and runtime with community-driven threat rules.
SureWire Beta is an AI agent validation platform that helps ensure your AI agents are safe and reliable through comprehensive testing.
Run multiple AI coding agents in parallel on isolated git worktrees with a full editor and built-in developer tools.
An open-source cost controller for AI agent loops that stops loops when converged and rolls back before degradation.
Open-source tool running specialized AI agents to review code, sync docs, perform deep QA testing, and distill repository knowledge on a schedule.
Open-source CLI, debug agents, and browser tools for building and maintaining reliable web integrations.