Kit For AI
Persistent memory and knowledge base for AI agentsOne API for document conversion, search, and agent memory
Highlights
What you can do with it
- A customer service chatbot remembers past questions and cites the right source.
- A company imports internal docs so staff can search them with plain language.
- A researcher turns papers and reports into an AI readable, searchable knowledge base.
How to use it
- 1 Visit Kit for AI and register a free account with no credit card.
- 2 Upload files or add URLs to convert them into AI readable content.
- 3 Group the processed documents into knowledge bases for search and reference.
- 4 Connect the tools to your agent through MCP or the REST interface, then tune as you go.
Who it is for
Pros
- One API covers document conversion, memory, and search together.
- Hybrid retrieval finds both exact keywords and paraphrased questions.
- Works with any model and needs no self managed RAG stack.
Limitations
- The free version has limits, and those limits could change over time.
- Setting up knowledge bases and MCP integration takes some learning.
- Answer quality still depends on the model and on how well your documents are organized.
What Kit for AI is
Kit for AI is a platform that gives AI agents persistent memory and a searchable knowledge base through a single API. It converts documents, URLs, web pages, and scanned images into clean, AI readable formats such as Markdown, then groups them into knowledge bases the agent can search and cite. It uses hybrid retrieval that mixes vector and full text search, so it catches both exact keywords and paraphrased questions. The memory layer deduplicates similar content and tracks versions, and it works with any model. It connects through MCP to agents such as Claude and Cursor and also offers a REST interface, and it removes the need to build and manage a RAG stack yourself. A free version is available with no credit card and no sales call.
What you can do with it
- Convert documents, URLs, web pages, and scanned images into clean AI readable text.
- Build searchable knowledge bases that the agent can reference with sources.
- Give agents persistent memory with deduplication and version tracking.
- Integrate through MCP with agents such as Claude and Cursor, or through the REST interface.
Who it is for
- AI developers who need to add memory and knowledge to their agents.
- Enterprise users who want internal documents searchable and AI ready.
- Researchers who process large volumes of papers and reports.
What to watch out for
The free version has limits, and those limits could change as the product evolves. Setting up knowledge bases and wiring up MCP or REST integration takes some learning, especially if you are new to retrieval based systems. Answer quality still depends on the model you use and on how well your documents are organized, so messy sources lead to messy results. Because it sits in front of your data, review the privacy and hosting terms before you upload confidential material.
FAQ
Is there a free version?
Yes. Kit for AI offers a free version with no credit card and no sales call required.
What can I convert with it?
You can convert documents, URLs, web pages, and scanned images into clean, AI readable formats such as Markdown.
How does the search work?
It uses hybrid retrieval that combines vector and full text search, so it matches both keywords and paraphrased questions.
Why it is free
What the official page says： for freefree version
Free limits, trial length and features are decided by the official site and can change at any time.
Product preview
Screenshot archived from the listing page, for preview only.
