moltis
★ 2.9k
vs
deja-vu
★ 799
moltis vs deja-vu
moltis: Moltis is a local-first, secure, and persistent personal AI agent server written in Rust, designed to run on your own hardware. It provides sandboxed execution for AI agents, integrates with various LLM providers, and offers comprehensive features for communication, memory, and security, bypassing cloud relays for data privacy.; deja-vu: Deja-vu is a zero-dependency, local-first binary that indexes and makes searchable the historical sessions of various AI coding agents. It acts as a universal memory layer, allowing agents to recall past solutions and context efficiently, even from before its installation.
01
TL;DR
Choose moltis if…Deploying a personal, secure AI assistant on your own hardware.
Choose deja-vu if…Reusing solutions from past agent conversations to avoid re-debugging or re-implementing.
02
Side-by-Side Comparison
03
Features
moltis01AI Gateway: Supports multiple LLM providers (OpenAI Codex, GitHub Copilot, Local), streaming responses, agent loop with sub-agent delegation, and parallel tool execution.
02Secure & Sandboxed Execution: Ensures secure operation with sandboxed command execution (Docker, Apple Container), encryption-at-rest vault, and robust authentication mechanisms.
03Persistent Memory & Recall: Features per-agent memory workspaces, embeddings-powered long-term memory, hybrid vector + full-text search, and cross-session recall for durable state.
04Multi-Channel Communication: Offers a Web UI, API access, and integrations with popular messaging platforms like Telegram, Signal, Discord, along with built-in voice I/O.
deja-vu01Fast, Retroactive Session Search
02Automatic AI Agent Memory Recall
03Cross-Machine Memory Synchronization
04Seamless Agent Context Handoff
05Automated Sensitive Data Redaction
04
Use Cases
moltis↳Deploying a personal, secure AI assistant on your own hardware.
↳Automating tasks and managing AI agent interactions across various communication platforms like Telegram or Discord.
↳Integrating and managing multiple large language model providers through a single, secure, local-first gateway.
↳Building custom AI skills and sophisticated workflows with persistent memory and sandboxed execution.
deja-vu↳Reusing solutions from past agent conversations to avoid re-debugging or re-implementing.
↳Debugging complex issues by accessing comprehensive past debugging sessions and design decisions.
↳Maintaining persistent context across different AI agents and development machines.
↳Sharing sanitized session digests with colleagues for onboarding or knowledge transfer.
↳Understanding file change history and decision-making via session blame.
05
Best For
moltisEssential
deja-vuHidden Gem
FAQ
FAQ
What is the difference between moltis and deja-vu?
Both moltis and deja-vu are in the Multi-Agent category. moltis has 2.9k stars, while deja-vu has 799 stars.
Which is better, moltis or deja-vu?
The best choice depends on your use case. Choose moltis if Deploying a personal, secure AI assistant on your own hardware., and deja-vu if Reusing solutions from past agent conversations to avoid re-debugging or re-implementing..
Is moltis free or open source?
Yes, moltis is open source on GitHub (MIT).
Is deja-vu free or open source?
Yes, deja-vu is open source on GitHub (MIT).
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