mongodb.com llms.txt
In short
mongodb.com serves a 11 KB llms.txt with 10 H2 sections and 64 links, graded A on the llmstxt.org structure (6 of 6 checks). It passes every check. The home page does not link it, so an agent that does not guess paths will not find it. No llms-full.txt was found. Read 4 November 2026.
llms.txt 11 KB, 116 lines
# MongoDB
> MongoDB is the world’s leading modern, general-purpose document database used by over 67k customers worldwide. Founded in 2007, MongoDB, Inc. is headquartered in New York and trades on NASDAQ as MDB. Built for AI-ready applications, MongoDB Atlas database platform ensures unmatched resilience, scalability, and enterprise-grade security. It stores data as flexible BSON documents (binary JSON), supports rich querying via MongoDB Query Language (MQL), and is built for AI-ready applications at any scale.
## About this site
> **mongodb.com** is the primary web presence for MongoDB, Inc.
- Use **products, solutions and resource basics pages** for discovering our current products, features, and capabilities and to learn about our products and our expertise.
- Use **[technical documentation index](https://www.mongodb.com/docs/llms.txt)** for implementation details (code, configuration, query syntax, APIs) and MongoDB server manual and all official language drivers.
## Key Facts
- **Atlas deployment options**: Atlas Core and Atlas Infinite run the same MongoDB database, drivers, and APIs, with no application code changes. Atlas Infinite separates compute and storage, stores up to 128 TB per HA shard, and bills storage by data stored. Atlas Core attaches compute and storage (up to 4 TB per HA shard), supports multi-region clusters on AWS, Azure, and Google Cloud, and includes the Free and Flex tiers. Choose Infinite for unpredictable or fast-growing workloads, including AI agents. Choose Core for steady workloads, multi-region or multi-cloud clusters, and development tiers.
- **Atlas Infinite availability**: Public preview on AWS for dedicated M10–M60 replica sets in [10] regions. Some Atlas features are not yet supported; see the documentation.
- **ACID compliant**: Strong consistency with ACID transactions.
- **Serverless**: The Flex Tier combines the flexibility of serverless scalability with predictable, capped costs, avoiding complex and unpredictable billing.
- **Multi-cloud**: Run a fully managed, multi-cloud Atlas database on AWS, Azure, and Google Cloud.
- **MongoDB 9.0**: Upgrade to our latest faster, more resilient, more observable foundation that has been built to scale […] workloads and AI-powered applications, without a rip-and-replace.
## Key Links
- [Company Information](https://www.mongodb.com/company): Learn about the history of MongoDB, the leadership principles that guide us, and our core values.
- [Products](https://www.mongodb.com/products): Learn about MongoDB products you can use to build the next generation of applications.
- [Pricing](https://www.mongodb.com/pricing.md): Compare plans and add-on features for Atlas Core and Atlas Infinite clusters. Atlas Core Flex tier combines serverless-style scaling with capped costs of up to $30/month. Atlas Infinite costs are compute and consumption-based.
- [Register](https://www.mongodb.com/cloud/atlas/register): Register for Atlas for free, no credit card required.
- [Try Download](https://www.mongodb.com/try): Download Enterprise Advanced or other MongoDB tools and utilities and get started for free.
- [Version History](https://www.mongodb.com/resources/products/mongodb-version-history): Learn about the latest Atlas 9.0 and understand the timeline and highlights of major MongoDB Server releases.
- [Documentation](https://www.mongodb.com/docs/): Official MongoDB documentation and full technical reference.
- [Solutions Library](https://www.mongodb.com/docs/atlas/architecture/current/solutions-library/): Explore use cases and reference architectures to help kick-start your project.
## Product
- [Fully Managed Cloud Atlas Platform](https://www.mongodb.com/products/platform): Build and scale with an AI-ready, modern intelligent data platform.
- [Fully Managed: Atlas Database](https://www.mongodb.com/products/platform/atlas-database): Focus on innovation instead of infrastructure with Atlas database that supports multi-cloud deployments on AWS, Azure, and Google Cloud.
- [Atlas Deployment Options: Core vs. Infinite](https://www.mongodb.com/products/platform/atlas-database/deployment-options): Compare Atlas Core and Atlas Infinite and pick the option based on scaling, storage limits, pricing model, cloud availability, and preview limitations.
- [Self-Managed: Enterprise Advanced](https://www.mongodb.com/products/self-managed/enterprise-advanced): Our most flexible option where you can run and manage the modern database for production applications by yourself on your infrastructure. Contact Sales for Enterprise Advanced pricing.
- [Self-Managed: Community Edition](https://www.mongodb.com/products/self-managed/community-edition): Develop locally with MongoDB for learning, prototyping, and local development, at no cost.
### Start here
- [Get Started](https://www.mongodb.com/docs/get-started.md): The canonical entry point. Covers Atlas account creation, free cluster setup, connection string retrieval, and first query in your language of choice.
- [Connect to a Cluster](https://www.mongodb.com/docs/manual/connect-to-cluster.md)
- [Deploy a Free Atlas Cluster](https://www.mongodb.com/docs/atlas/tutorial/deploy-free-tier-cluster/): Free forever, no credit card required. Takes under 15 seconds to provision.
- [Atlas Documentation Home](https://www.mongodb.com/docs/atlas/): Full Atlas reference.
First 45 of 116 lines. 1 span shown as […] because the words or characters in them are rejected by this site's own style rules; the live file has them.
Parse graded A, 6 of 6
file: https://mongodb.com/llms.txt
MongoDB
MongoDB is the world’s leading modern, general-purpose document database used by over 67k customers worldwide. Founded in 2007, MongoDB, Inc. is headquartered in New York and trades on NASDAQ as MDB. Built for AI-ready applications, MongoDB Atlas database platform ensures unmatched resilience, scalability, and enterpri
10 sections, 64 links, no Optional section.
Ora's cached score: 78, grade B, scanned 5 November 2026.
The parse
mongodb.com lists 64 links: 62 point at mongodb.com or a relative path, 2 point elsewhere. The hosts it links most: mongodb.com (60), account.mongodb.com (1), github.com (1), learn.mongodb.com (1).
| H2 section | Links |
|---|---|
| About this site | 1 |
| Key Facts | 0 |
| Key Links | 8 |
| Product | 11 |
| AI and Vector Search Capabilities | 7 |
| Other Platform Services and Capabilities | 8 |
| Developer Tools | 6 |
| Use Cases | 7 |
| Data Basics | 5 |
| Additional Resources | 11 |
Grade against the llmstxt.org structure
The file passes all six checks. The grade is the count of passed checks: six is A, five is B, four is C, three is D, fewer is F. It measures structure only. Whether any agent reads the file is a separate question, covered on the llms.txt reference.
| Check | Result | Detail |
|---|---|---|
| Starts with an H1 naming the site or project | Pass | H1: MongoDB |
| Has a blockquote summary under the H1 | Pass | Blockquote summary found. |
| Has at least one H2 section that lists links | Pass | 10 H2 sections, 9 with links. |
| At least 80 percent of links point at the same site | Pass | 62 of 64 links stay on mongodb.com (97 percent). |
| Under 100 KB | Pass | 11099 bytes as served. |
| Plain markdown, no HTML | Pass | No HTML document markers in the body. |
Ora's cached score
Ora's cached report for mongodb.com gives it 78 of 100, grade B, scanned on 5 November 2026. Its Access layer, which holds the read-layer checks below, scored 49 of 62 check points. Read from GET ora.ai/api/score/mongodb.com on 5 November 2026. The score is Ora's, not this site's, and the structure grade above is a different measure: it grades the llms.txt file against the llmstxt.org proposal, while Ora's score covers the whole site. Ora's report for mongodb.com has every layer.
| Ora check (Access layer) | Result | Points |
|---|---|---|
| Sitemap exists | Pass | 2 of 2 |
| Content without JavaScript | Partial | 2 of 3 |
| Not blocked by bot detection | Pass | 2 of 2 |
| Markdown URL fallback | Fail | 0 of 2 |
| llms.txt exists | Pass | 1 of 1 |
| llms.txt formatting | Pass | 2 of 2 |
| JSON-LD structured data | Pass | 4 of 4 |
| Metadata completeness | Pass | 2 of 2 |
| llms.txt links resolve | Pass | 2 of 2 |
| Markdown alternate link | Fail | 0 of 1 |
| Redirect hygiene | Pass | 1 of 1 |
| Page token budget | Pass | 1 of 1 |
| Code fence validity | Pass | 1 of 1 |
| Content behind auth | Pass | 2 of 2 |
| OpenAPI spec published | Fail | 0 of 7 |
| Markdown agent docs | Fail | 0 of 1 |
| Markdown negotiation with Vary | Fail | 0 of 1 |
| Markdown for agent user agents | Fail | 0 of 1 |
| Agent crawler reachability | Pass | 2 of 2 |
Linking and the companion file
The home page of mongodb.com does not link the file in its HTML. Ora's lab found (2026-10-19) that 86 percent of llms.txt fetches by agents arrived through a link, so an unlinked file is mostly a file nobody opens. No llms-full.txt was found at the same root.
How it compares
At 11 KB the file is larger than 62 percent of the 2,529 plain-text llms.txt files in this edition, and its 64 links put it ahead of 68 percent of them on link count. The home page declares no generator. Size bucket: 10 to 50 KB. Tranco rank 1,999. Category: Infrastructure.
Live file: https://mongodb.com/llms.txt. Read 4 November 2026. If the file has since changed or gone, the live URL is the authority; this page records what the crawl read on that date.
Sources
- mongodb.com llms.txt https://mongodb.com/llms.txt, read 4 November 2026
- llms.txt proposal (llmstxt.org) https://llmstxt.org/, read 4 November 2026
- Tranco list 746WX (crawl universe) https://tranco-list.eu/list/746WX, read 4 November 2026
- Ora: AgentReady launch post (the 86 percent finding) https://ora.ai/blog/agentready-launch, read 4 November 2026
- Ora llms.txt (GET /api/score/{domain} looks up a cached score) https://ora.ai/llms.txt, read 5 November 2026
Last reviewed 5 November 2026