MongoDB llms.txt · AI Docs Browser · mdream [llms.txt Tools](https://mdream.dev/llms-txt/mongodb/llms-txt) # MongoDB llms.txt Browse MongoDB documentation as markdown. Click any page in the sidebar to view it, or copy the full llms.txt for your AI tools. www.mongodb.com/llms.txt [Raw llms.txt](https://www.mongodb.com/llms.txt) [Raw llms-full.txt](https://www.mongodb.com/llms-full.txt) Copy Markdown [](https://www.mongodb.com/llms.txt) llms.txt Products https://www.mongodb.com/products Managed Cloud Platform Database Self-Managed Self-Managed Embedding and Reranking Models Voyage AI Documentation Atlas Data Federation Atlas Charts Atlas Online Archive Atlas Stream Processing Atlas Search Documentation Vector Search Documentation AI Integrations GUI CLI CLI Migrator Migrator Run Anywhere Auto Scaling Observability Security Time Series Docs https://www.mongodb.com/docs/ Blog https://www.mongodb.com/company/blog Use Cases https://www.mongodb.com/solutions/use-cases Customer Case Studies https://www.mongodb.com/solutions/customer-case-studies Company Information https://www.mongodb.com/company NoSQL Database Document Database AI Database Acid Transactions Agent Memory Optional Resources Pricing Register Try Download Contact Us Login Support Events Community ## What is MongoDB's llms.txt? MongoDB publishes an `/llms.txt` file that provides AI systems with a structured index of its documentation. It follows the [llms.txt specification](https://llmstxt.org), organizing links to guides, API references, and tutorials under section headings so that LLMs like ChatGPT, Claude, and Gemini can quickly understand what MongoDB offers and where to find details. Issues Spec 7 Sections 45 Links 7.8 KB Size ~2.0k Tokens Sections: Products · Docs · Blog · Use Cases · Customer Case Studies · Company Information · and 1 more ## Add MongoDB Docs to Your AI Assistant Select your tool to see how to add MongoDB's llms.txt as a documentation source. Cursor Windsurf Claude Code ChatGPT Zed Copilot 1. 1 Open any chat or composer panel 2. 2 Type @Docs and select "Add new doc" 3. 3 Paste the URL: https://www.mongodb.com/llms.txt 4. 4 Wait for the green dot (indexing complete) 5. 5 Reference @Docs in chat when asking about MongoDB Cursor crawls the URL and indexes all subpages. Add a trailing slash to index child pages too. ## Spec Compliance 10 errors ## Frequently Asked Questions Where is MongoDB's llms.txt file? MongoDB publishes its llms.txt at https://www.mongodb.com/llms.txt. This file provides a structured, markdown-formatted index of MongoDB's documentation that AI systems can consume to understand the project's APIs, guides, and references. How do I use MongoDB's llms.txt with AI coding assistants? Copy the llms.txt content and paste it into your AI assistant (Cursor, Windsurf, Claude, ChatGPT) as context. This gives the AI an accurate map of MongoDB's documentation so it can provide better code suggestions and answers about MongoDB. What does MongoDB's llms.txt contain? MongoDB's llms.txt contains 7 sections and 45 documentation links in 7.8 KB (~2.0k tokens). Key sections include Products, Docs, Blog, Use Cases, Customer Case Studies, Company Information. How many tokens does MongoDB's llms.txt use? The concise llms.txt index is approximately 2.0k tokens (7.8 KB). Most AI assistants can fit this within their context window. For the full expanded documentation, look for an llms-full.txt variant which embeds all content inline. What is MongoDB? The developer data platform. MongoDB's llms.txt file helps AI systems understand this by providing a structured overview of its documentation, making it easier for developers to get accurate AI-assisted help when working with MongoDB. Can I generate an llms.txt for my own project? Yes. Use the free llms.txt generator at mdream.dev/tools/llms-txt/generator to crawl your site and produce a spec-compliant llms.txt file. You can also validate existing files with the llms.txt validator. ## Browse More llms.txt Files [Vercel Frontend cloud platform](https://mdream.dev/llms-txt/mongodb/llms-txt/vercel) [Convex The reactive fullstack database platform](https://mdream.dev/llms-txt/mongodb/llms-txt/convex) [Stripe Payment processing API](https://mdream.dev/llms-txt/mongodb/llms-txt/stripe) [PlanetScale The database for developers](https://mdream.dev/llms-txt/mongodb/llms-txt/planetscale) [Cloudflare Developer platform for edge computing](https://mdream.dev/llms-txt/mongodb/llms-txt/cloudflare) [Neon Serverless Postgres](https://mdream.dev/llms-txt/mongodb/llms-txt/neon) [Cloudflare Workers Serverless execution environment on the edge](https://mdream.dev/llms-txt/mongodb/llms-txt/cloudflare-workers) [Turso SQLite for production](https://mdream.dev/llms-txt/mongodb/llms-txt/turso) [View all 99 projects ](https://mdream.dev/llms-txt/mongodb/llms-txt) ## Related Tools [

llms.txt Generator

Generate an llms.txt for your own project.](https://mdream.dev/llms-txt/mongodb/tools/llms-txt/generator) [

llms.txt Validator

Validate your llms.txt against the official spec.](https://mdream.dev/llms-txt/mongodb/tools/llms-txt/validator) © 2026 [Harlan Wilton](https://github.com/harlan-zw) · [MIT](https://github.com/harlan-zw/mdream/blob/main/license) [GitHub](https://github.com/harlan-zw/mdream) [Discord](https://discord.com/invite/275MBUBvgP)