flywheel-memory
Active·★ 0·Apache-2.0·Updated 2026-06-22
Flywheel is a local-first memory layer for AI agents that works with Obsidian and plain Markdown. It provides grounded search across your notes, safe reversible writes, and local indexes that keep your data on your machine. Built for users who want AI to interact with their notes without sending data to the cloud.
#ai-tools#backlinks#benchmark#claude#claude-desktop#hotpotqa#knowledge-graph#local-first
01
Features
01Grounded search with context
02Safe reversible writes that preserve Markdown structure
03Local-first by default with no cloud dependency
04Portable: notes stay in readable Markdown, state in local SQLite
05Optional local semantic search for related but unlinked notes
02
Compatibility
macOS
Native
Verified via docs
Linux
Native
Verified via docs
Windows
Supported (cmd /c npx)
Verified via docs
Node.js
Node 22+
Verified via docs
03
Quick start
1
$ npx -y skills add velvetmonkey/flywheel-memory -g
2
$ cd /path/to/your/vault
3
$ bash <(curl -fsSL https://raw.githubusercontent.com/velvetmonkey/flywheel-memory/main/skills/flywheel/scripts/install.sh)
04
Use cases
↳Solo consultant asking 'How much have I billed Acme Corp?'
↳Rocket engineer asking 'What's blocking propulsion?'
↳PhD researcher asking 'How does AlphaFold connect to my experiment?'
05
Alternatives
superlocalmemory★ 255
World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588
mcp-memory-libsql★ 87
🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.
cuba-memorys★ 30
🧠 Persistent memory MCP for AI agents — Knowledge graph + Hebbian learning + Anti-hallucination. 12 tools, 1 dependency, zero manual setup.
swarmvault★ 729
Local-first LLM knowledge base compiler (Claude Code, Codex, OpenCode, OpenClaw). Turn raw research into a persistent markdown wiki, knowledge graph, and search index that compound over time.
glade-mcp-unity★ 214
Connect any MCP-compatible AI client (Claude Code, Cursor) to your Unity Editor. 222+ granular tools, a full Unity-aware system prompt, game design document project context, script semantic search, and skill calibration - all free and local.
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