Mnemify

Mnemify is an open-source AI context infrastructure that turns work notes and wikis into a local knowledge map.

Mnemify is open-source AI context infrastructure that turns notes, wikis, tickets, and meeting transcripts into a local, persistent knowledge map. It connects to Notion, Confluence, and Obsidian to harvest content, compiles it into a 3D terrain map based on embedding proximity, and provides a chat interface with source citations. The platform runs locally via a FastAPI server and React app, keeping all data on your machine. It is built for individuals who use multiple notetaking apps and want to combine their work into a single searchable space. Users can bring their own AI models, including OpenAI, Claude through the CLI, or fully offline local modes.

Mnemify at a glance

Best for: Software engineer
Runs on: macOS, Windows, Linux, Web, API, self-hosted, open source
Pricing: Free
Released: October 2026
Category: AI productivity tool
Website: github.com/mnemify-ai/mnemify

Key features

Three connectors for Notion, Confluence, and Obsidian
3D knowledge map based on embedding similarity
Chat over your map with exact source citations
Attention signals pulling todos, risks, and decisions
Action items clustered into a single deadline-bucketed list
Documents browser to search and filter harvested files
Bring your own model with OpenAI, Claude, or local modes
Local-first design storing all data on your machine

Use it for

Combine notes from Notion, Confluence, and Obsidian into one space
Chat with an AI that cites exact source passages from your notes
Track open todos and action items across all work sources
Explore past work visually using an emergent 3D terrain map

Alternatives to Mnemify

Mnemosyne — It provides sub-millisecond memory access with no external service costs.
Mnemolith — It keeps AI memory accurate by retiring stale facts automatically when files change.
Basic Memory — Stores data in local Markdown files that remain accessible and readable by any AI.
IWE — Works natively across Mac apps, text editors, terminal CLI, and MCP servers.
MNN — It delivers high-performance inference and training with a lightweight footprint.
Remio — Local-first AI memory indexing unlimited files and meetings with complete data control.
LLM Wiki Compiler — Compiles raw sources into a citation-traced, interlinked markdown wiki.
Mnemoloci — It compiles projects into cited wiki pages and backs up vaults using git.
Obsidian Wiki — Compiles knowledge into markdown and carries context across agent sessions.
Claudian — Turns an Obsidian vault into a functional directory for AI agents.
Claude Obsidian — Maintains user ownership of files in a local-first, source-cited vault.
ShareCube — Publish agent artifacts to URLs for team annotation and editing.

All Mnemify alternatives