COMPANIES · AI INFRA SOFTWARE

MongoDB

MongoDB makes a popular database that stores application data as flexible documents rather than rigid tables, sold mainly as a managed cloud service called Atlas.

EnablerAI infra software
What it does

MongoDB makes a popular database that stores application data as flexible documents rather than rigid tables, sold mainly as a managed cloud service called Atlas.

Why it matters

AI applications and agents need somewhere to store and retrieve live data; MongoDB has added vector search, automated embeddings and connectors for AI coding agents, but most of its revenue still comes from ordinary application databases.

How it makes money

Companies pay usage-based fees for MongoDB Atlas on the major clouds and subscriptions for self-managed MongoDB Enterprise Advanced.

Geography

United States (New York)

AI stack position

AI infrastructure software. The tools developers use to build, train, deploy and manage AI systems: the software layer that sits between raw computing power and a finished AI product.

Same-layer peers

Same-layer peers share an editorial stack classification; that alone does not establish direct competition.

Connections (3)

Every connection below is tied to a readable source, date, classification and statement of its limits. A company source establishes what that company stated; it does not necessarily provide independent confirmation.

Dated or announced (3)

MongoDB connects its database to tools from OpenAI
Partners withDated / announced
MongoDB said its Atlas integrations now work with AI coding tools including OpenAI's Codex and a MongoDB plugin in ChatGPT, and quoted OpenAI's product lead for the ChatGPT ecosystem.

Source: 2026-08-13 · reviewed 2026-10-02

Evidence: Primary-source statement · Announced; not confirmed operating

Limits: Product integration announcement; does not establish a commercial agreement, payments between the companies, or usage levels.

MongoDB Brings Live Operational Data to the Agentic Coding Stack ↗
MongoDB connects its database to Devin from Cognition
Partners withDated / announced
MongoDB said its Atlas Managed MCP Server connects to Cognition's Devin, and Cognition's president was quoted on the integration.

Source: 2026-08-13 · reviewed 2026-10-02

Evidence: Primary-source statement · Announced; not confirmed operating

Limits: Integration announcement; does not establish commercial terms or how many Devin users connect to MongoDB.

MongoDB Brings Live Operational Data to the Agentic Coding Stack ↗
MongoDB integrates its database with Microsoft
Partners withDated / announced
MongoDB announced at Microsoft Ignite 2024 that Atlas is available as a vector store in Azure AI Foundry, plus Microsoft Fabric mirroring and Azure Arc support.

Source: 2024-11-19 · reviewed 2026-10-02

Evidence: Primary-source statement · Announced; not confirmed operating

Limits: 2024 integration announcement; does not establish revenue through Azure, current usage, or exclusivity (MongoDB Atlas also runs on AWS and Google Cloud).

MongoDB Deepens Relationship with Microsoft through New Integrations for AI and Data Analytics and Microsoft Azure Arc Support ↗

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Inclusion in this database is not an endorsement of a company or its securities. Nothing here is a recommendation to buy or sell anything, and none of it is individualized investment advice. See the disclosures. Data: AI Map v3.25.9, released .