Linkly AI is a local document search engine designed to transform local documents into an AI-ready knowledge base, providing accurate context to AI assistants. It supports a wide range of file formats and offers fast indexing and querying while ensuring data privacy by running locally on the user's computer.
IN THE FIELD GUIDE
Llmtomd
llmtomd.com
LLMtoMD is a memory layer for AI development that converts various document types into AI-ready Markdown for coding agents to search and reuse, helping maintain context and reduce token costs. It supports a web app, API, and MCP server, enabling integration with AI tools and automating document conversion and retrieval across the development lifecycle.
THE PRODUCT, BEYOND THE PITCH
Editorially reviewed · Sources checked Oct 8, 2026
A good fit for
- Vibe coders, non-technical founders, and software engineers who want to keep AI aligned with project specs and reduce context loss.
Know the limitations
- Source files are auto-deleted within 24 hours of conversion, limiting long-term storage on the platform.
- Free plan limits file size to 25 MB and monthly credits to 100, restricting usage scale without upgrade.
What you can do
- AI coding agents use LLMtoMD to maintain project context, retrieve exact requirements, and avoid re-explaining specs.
- Legal teams convert contracts and case files into AI-searchable Markdown for faster review.
Features
- Converts PDFs, Office files, images, audio, and web pages into clean, structured Markdown preserving headings, tables, and reading order.
- Semantic search with chunking and embedding for meaning-based retrieval across documents.
- Document Q&A allowing natural language questions with cited answers from your own documents.
- Structured extraction with reusable schemas to pull named fields from documents automatically.
- Knowledge graph linking entities across documents into a queryable graph showing connections.
Integrations
- Integrates with Claude, ChatGPT, Cursor, VS Code, Antigravity, OpenAI API, LangChain, LlamaIndex, and Codex via MCP server and API.
Platforms & data export
- Available as a web app, REST API, and MCP server for integration with AI assistants and coding tools.
THE COST FOR YOUR TEAM
Go beyond the starting price.
Published plan prices for your team size and usage. Results update as you type. Taxes, currency conversion and unlisted add-ons are excluded, and anything the source did not state is called out rather than guessed.
Cheapest fit for 1 person, all 1 tools
$19.00/month
$228.00 a year on these plans.
| Tool / plan | Monthly | Per year | What this assumes |
|---|---|---|---|
StarterCheapest fit Flat subscription | $19.00 | $228.00 | Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider. |
Professional Flat subscription | $49.00 | $588.00 | Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider. |
Business Flat subscription | $99.00 | $1,188.00 | Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider. |
A practical workflow
- Upload or connect files via drag-and-drop, URL, API POST, or watched folder.
- LLMtoMD converts and enriches documents with layout-aware conversion, AI Vision for scans, summaries, topics, entities, and embeddings.
- Use converted Markdown anywhere: in the app, export as RAG-ready JSONL, query via API or MCP server.
Based on the sources below. Editorial review does not imply hands-on product testing.
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