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← All rankings · 🗄️ Vector databases · 2026-08
VECTOR DATABASES

MongoDB Atlas Vector

MongoDB Atlas Vector is tracked as part of Vector databases, measuring its mention/usage across GitHub AI repos.

3
mentions
#6
rank in Vector databases
0.9%
share
3
sample repos

REPOS Repos using / mentioning MongoDB Atlas Vector (Top 3 by stars)

nakulvyas21/sportscertify-mongodb-agent

World Cup 2026 Talent & Content Discovery Agent — Gemini + MongoDB Atlas Vector Search via the MongoDB MCP server, with an Angular SSR frontend.

TypeScript 0 AI 75
varadharajaan/agentix-platform

Production-grade agentic AI on Kubernetes — LangGraph-native agent orchestration (Synapse) on EKS + Istio Ambient Mesh + AgentGateway. Zero-credential LLM access, pluggable MongoDB Atlas Vector Search memory, A2A protocol runtime, multi-tenant by design.

Shell 0 AI 70
Aryan029029/LittleMongo-AI

End to end Retrieval Augmented Generation (RAG) application using MongoDB Atlas Vector Search, LangChain, Voyage AI, and Python.

Python 0 AI 75

A "mention" means the repo description, topics, or README summary contains the string "MongoDB Atlas Vector".

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Aggregated from latest content snapshots of AI-relevant repos (AI score ≥ 40). methodology