$MDB

MongoDB announced new AI features for its Atlas platform, including Automated Embeddings and an Atlas Embedding and Reranking API powered by Voyage AI models, plus a fully hosted Atlas Managed MCP Server for agent access to Atlas data. MongoDB said the Voyage AI models lead the RTEB benchmark and cited early users like Financial Times and Eve. The updates are available now.

MongoDB (MDB) fell 2.53% to close at $460.33, underperforming the S&P 500. The stock is up 43.73% over the past month. Ahead of its Sept. 1, 2026 earnings report, analysts expect EPS of $1.60 and revenue of $733.61M. Full-year estimates call for EPS of $6.07 and revenue of $2.95B.

MongoDB highlighted AI-related product updates at MongoDB.local Build Fest, including Atlas Managed MCP Server tooling and Voyage AI retrieval features, according to MongoDB. The stock rose, with shares up 37.03% over one month and 131.10% over one year. Simply Wall St cites a last close of $472.29 versus a $394.68 fair value estimate, implying overvaluation.

MongoDB said it added AI retrieval tools to its Atlas platform, including automated embeddings using Voyage AI models, an Atlas Embedding and Reranking API, a code retrieval model (voyage-code-4), vector search for streaming data via Atlas Stream Processing, and an Atlas Managed MCP server to connect agents to Atlas. Customers including Financial Times and Eve cited improved search relevance and consolidated infrastructure.

MongoDB (MDB) shares rose 10.6% after it reported Q1 FY2027 results on May 28. Revenue increased 25.2% YoY to $687.6 million, above guidance and analysts’ $664.2 million estimate. Management forecast Q2 revenue of $729-$734 million and raised FY2027 growth outlook. Analysts cited estimate revisions and set price targets up to $545.

After July PPI was flat month over month and CPI rose 0.1% with annual inflation cooling to 3.4%, software and data stocks rose as investors priced in a less aggressive Fed. Intuit (+0.8%), MongoDB (+3.5%), Cloudflare (+5.2%), Palantir (+2.4%), and The Trade Desk (+2.1%) moved higher. Cloudflare’s prior quarter included $696.1M revenue and $2.87B FY revenue guidance.

Dynatrace will acquire Arize for $915m in cash and stock, including about $815m in cash and replacement equity awards, to expand AI observability. IGEL partnered with Menlo Security for zero-trust browser access. MongoDB made Atlas available via an MCP server for tools like Claude Code. Okta said an AI agent feature can cut token costs up to 89%.

Bank of America said MongoDB (MDB) could gain share as AI adoption increases demand for data management. The bank reiterated a buy rating and raised its 12-month price target to $540 from $450, implying about 23% upside from Wednesday’s close. Analyst Koji Ikeda cited concerns about PostgreSQL but argued MongoDB is positioned for AI workloads needing scale and real-time data.

MongoDB (MDB) shares rose above $450, near $452.89 after a 52-week high of $447. Analysts raised forecasts, led by Oppenheimer increasing its target from $410 to $475 while keeping Outperform. Needham, Tigress Financial, and Stifel also lifted targets. The article cites Q1 Atlas growth of 29% and revenue above estimates.

MongoDB (NASDAQ: MDB) said MongoDB Atlas added “Automated Embeddings” for high-precision AI context retrieval on live operational data, powered by Voyage AI models. It also launched an Atlas Embedding and Reranking API, voyage-code-4 for code retrieval, and vector search in Atlas Stream Processing. Financial Times and Eve are cited as users; features are generally available.