Mongo Sheriff vs Sidecar ML

Mongo Sheriff is a native MongoDB client for iPhone — free, fast, and built for developers who need their database wherever they are. WHY MONGO SHERIFF • Native iOS app. Not a web wrapper. Built in Swift for instant launch, smooth scrolling through large collections, and proper iOS gestures. • Privacy-first. Your connection strings stay on device. No analytics on your queries. No cloud relay. • Works with MongoDB Atlas, self-hosted replicas, and local instances. Standard mongodb:// and mongodb+srv:// URIs. WHAT YOU CAN DO • Browse every database and collection on your servers • Inspect documents in clean JSON view • Run find queries with a structured builder — $and, $or, $gt, $lt, $in, $regex, $exists • Switch to raw shell mode for full query control • Run aggregation pipelines with $match, $group, $project, $sort, $lookup • Edit documents inline with JSON validation • Sort, limit, skip — standard cursor controls • View results as table or raw JSON • See query execution time and document count CONNECTION Connect via standard MongoDB URI. Atlas, DigitalOcean, AWS DocumentDB-compatible, self-hosted on any port. Supports TLS, SCRAM-SHA-256, X.509. PRIVACY No accounts. No sign-in. No telemetry on your data. Connection credentials are stored in the iOS Keychain. Queries never leave your device. FEEDBACK This is a focused tool, not a kitchen sink. If something's missing that would unlock a real workflow for you — write us. We ship. Mongo, MongoDB, and Atlas are trademarks of MongoDB, Inc. Mongo Sheriff is not affiliated with or endorsed by MongoDB, Inc.

Turn your iPhone into a private, on-device AI server for your whole network. Sidecar ML runs a lightweight HTTP server on your iPhone that exposes Apple's built-in machine-learning models to any device on your local network. Tap Start Server, scan the QR code, and your Mac, PC, Raspberry Pi, or browser can call powerful on-device AI over plain REST — no cloud, no accounts, no API keys, no usage fees, and no data leaving your network. Everything runs on the phone. Nothing is uploaded to a server and there's nothing to pay for. (The one exception, music recognition, matches against Apple's catalog and tells you so up front.) ONE IPHONE, A DOZEN AI CAPABILITIES • Chat with the on-device large language model through a chat-completions endpoint that's compatible with the popular OpenAI API format — streaming, JSON mode, and structured output included. Point existing tools and SDKs at your phone and they just work. • Generate images from a text prompt in a choice of art styles. • OCR — pull text out of photos, receipts, and screenshots with per-line boxes and multi-language support. • Read barcodes and QR codes (EAN, Code128, and more). • Classify images across roughly a thousand categories, or produce image embeddings for similarity search. • Remove backgrounds and isolate subjects or people as clean PNG cut-outs. • Detect faces and facial landmarks, body pose, and hand pose. • Scan documents with automatic edge detection and perspective correction. • Convert speech to text and text to speech, with a wide range of voices (including Personal Voice). • Translate text between languages completely offline. • Analyse text: language, sentiment, named entities, tokens, and embeddings. • Classify sounds across hundreds of categories, or identify the music that's playing. BUILT FOR DEVELOPERS AND MAKERS • Clean REST + Server-Sent Events API — call it from curl, Python, JavaScript, or any HTTP client. • Chat endpoint compatible with the OpenAI format, so many existing tools and SDKs work unchanged. • Automatic discovery on your network via Bonjour. • Honest capability reporting: ask the server what it can do and it tells you exactly what's available on your device, and why. • Optional bearer-token authentication to lock the server down on shared networks. FREE WEB CONSOLE AND CODE EXAMPLES A ready-to-use web console — plus Python examples, a command-line client, and full API documentation — is free and open-source. Download the single-file console and browse the source here: https://github.com/AndersFB/Sidecar-ML-Console/ Open the console in any browser, enter your phone's address, and try every capability with a friendly UI — nothing to install. GOOD TO KNOW • The on-device large language model and image generation require an Apple Intelligence-capable iPhone. The other capabilities run on a much wider range of devices. • The server runs while the app is in the foreground; a keep-awake option helps during longer sessions. • Some features (offline translation language pairs and certain speech models) download their models on first use. Turn the iPhone in your pocket into a private AI endpoint for your projects, your home lab, and your prototypes — Sidecar ML.