BiBimba vs Memmy: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of BiBimba and Memmy — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

BiBimba

mamama, inc.

Paid

A keyboard-driven Mac clipboard manager that OCRs screenshots and runs on-device AI to translate, summarize or rewrite what you copied.

Unified Clipboard Search: One search covers copied text, images, text recognized inside screenshots, and saved snippets, so you do not need to remember where something came from.
Automatic Screenshot OCR: Text in screenshots and copied images is read automatically, and a detected table can be converted to Markdown, JSON or HTML.
On-Device Text Actions: Translate, summarize, rewrite as a business email, turn into a bullet list, or reformat a table using on-device AI on compatible Macs.
Saved Custom Instructions: Store your own prompts as reusable actions and fire them on the current selection from the keyboard.
Pick and Paste: Choose an item from history and paste it directly back into the app you were using, either formatted or as plain text.
Global Keyboard Shortcuts: Dedicated shortcuts open history, pick-and-paste, snippets, screenshot capture, screen OCR and text actions without touching the mouse.
Local Retention Controls: History lives on your Mac with a configurable item count and age limit, automatic pruning of older entries, and manual deletion at any time.
Ten Interface Languages: Ships in Japanese, English, Simplified and Traditional Chinese, Korean, Spanish, French, German, Portuguese (BR) and Arabic.

Receipt and Invoice Capture: Screenshot a receipt, let OCR read the total, and search for it weeks later by amount or vendor.
Table Extraction: Turn a table captured in a screenshot into Markdown or JSON without retyping it into a spreadsheet.
Cross-Language Correspondence: Copy an incoming message, translate it on-device, and paste the reply back into the same app.
Email Polishing: Rewrite a rough draft into a business-email tone from the keyboard while staying inside the mail client.
Research Collection: Build a searchable archive of copied quotes, links and screenshots from a browsing session and retrieve any of them by keyword.
Confidential Work: Keep clipboard history and AI processing on-device so sensitive copied material never leaves the Mac.

Freemium

A local-first AI memory layer that lets the desktop app, CLI, and external AI tools share the same long-term context about you.

Self-Evolving Long-Term Memory: Automatically ingests your local AI collaboration history and structures scattered conversations and decisions into evolving memory.
Cross-Tool Memory Relay: Switch between Cursor, Claude, and other agents without re-explaining project context — Memmy carries decisions across tools.
Local-First Architecture: Memory stays on your machine, so preferences and history are not tied to a single vendor's cloud.
Desktop App and CLI Access: Read and write the same memory from the desktop app or the command line, so scripts and agents share one source of truth.
External Agent Integration: Expose the same memory to other AI agents so every tool has consistent knowledge of your preferences and decisions.
Preference and Decision Capture: Records rules like preferred frameworks and stylistic choices so you never need to repeat them in each new session.
Cross-Platform Downloads: Native builds for Mac ARM64 and Windows x64.
Free Trial Tokens: New users get a large token allotment to try Memmy against their real workflow before paying.

Switching Between Cursor and Claude Code: Carry project decisions, style, and open questions across coding assistants without re-briefing.
Personal Assistant Continuity: Keep a consistent long-term memory of your goals and preferences across chat, coding, and writing agents.
Team Onboarding via Shared Memory: Bootstrap a new agent on the same structured memory another agent has been building up.
Local-Only Knowledge Work: Store preferences and history on-device for privacy-sensitive workflows.
CLI-Driven Automation: Use the CLI to seed or query memory from scripts that run alongside interactive AI sessions.
Long Projects: Maintain evolving technical decisions across weeks of work with multiple AI tools without drift.