Connect Mongoose, PyMongo, or Compass directly on port 27017. Run lightning-fast aggregation pipelines without complex ETL pipelines to separate analytical warehouses.
No code alterations needed. Switch your MONGO_URI to Kolmos and retain all driver logic.
import mongoose from 'mongoose';
// Connect using standard MongoDB URI on Port 27017
await mongoose.connect('mongodb://user:password@cloud.kolmos.dev:27017/analytics_db', {
tls: true
});
const userSchema = new mongoose.Schema({
username: String,
email: String,
metadata: Object,
createdAt: { type: Date, default: Date.now }
});
const User = mongoose.model('User', userSchema);
// Complex Aggregation Pipeline executed via DataFusion Arrow engine
const stats = await User.aggregate([
{ $match: { "metadata.tier": "enterprise" } },
{ $group: { _id: "$metadata.region", count: { $sum: 1 } } },
{ $sort: { count: -1 } }
]);High-throughput BSON ingestion with vectorized columnar query execution.
Native binary framing, SASL SCRAM-SHA-256 auth, and TLS encryption compatible with all official MongoDB drivers.
$match, $group, $project, $sort, $unwind, $lookup, $facet, $bucket, and statistical accumulators.
Native support for $geoWithin, $box, $center, $polygon, and $centerSphere spatial bounding filters.
Text search matching and JavaScript conditional expression evaluation for advanced filtering.
Store dynamic JSON documents directly while querying them as high-performance columnar Apache Arrow batches.
Stores data on Cloudflare R2 ($0.015/GB/mo) with zero data egress charges, bypassing Atlas IOPS pricing.
Yes. Kolmos provides 100% wire compatibility with MongoDB 8.0 on standard Port 27017. Mongoose, PyMongo, Compass, and Motor connect using standard mongodb:// connection URIs without any plugin or code modification.
MongoDB Atlas stores uncompressed BSON on costly cloud EBS volumes and charges high fees for provisioned IOPS and data egress. Kolmos compresses BSON documents into columnar KSF format and stores them on Cloudflare R2 ($0.015/GB/mo) with zero data transfer fees, dramatically reducing infrastructure bills.
Instead of scanning raw JSON documents one-by-one, Kolmos translates BSON fields into columnar Apache Arrow memory structures. Embedded Apache DataFusion runs vectorized aggregations ($group, $match, $sort) at multi-gigabyte-per-second memory bandwidth.