AgentIndex icon
AgentIndex
swarmvault logo
swarmvault
★ 729
vs
flywheel-memory logo
flywheel-memory
★ 0

swarmvault vs flywheel-memory

swarmvault: SwarmVault turns raw files, URLs, and code into a persistent knowledge vault. Instead of losing work inside chat history, you get a markdown wiki, a knowledge graph, local search, and reviewable artifacts that stay on disk. It treats the vault itself as the product, writing durable artifacts you can inspect, diff, and keep improving.; flywheel-memory: 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.

01

TL;DR

swarmvault logo
swarmvaultRAG / Knowledge Base · ★ 729

Repository ingestion and graph reports

Read swarmvault full review →
flywheel-memory logo
flywheel-memoryRAG / Knowledge Base · ★ 0

Solo consultant asking 'How much have I billed Acme Corp?'

Read flywheel-memory full review →
02

Side-by-Side Comparison

Field
swarmvault logoswarmvault
flywheel-memory logoflywheel-memory
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 729
★ 0
License
MIT
Apache-2.0
Install Command
npm install -g @swarmvaultai/cli
npx -y skills add velvetmonkey/flywheel-memory -g && cd /path/to/your/vault && bash <(curl -fsSL https://raw.githubusercontent.com/velvetmonkey/flywheel-memory/main/skills/flywheel/scripts/install.sh)
Updated
3mo ago
4mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
claude-code, claude-skills, codex
ai-tools, backlinks, benchmark
03

Features

swarmvault logoswarmvault
01Knowledge graph with provenance
02Schema-guided compilation
03Save-first queries
04Reviewable changes
0512+ LLM providers
flywheel-memory logoflywheel-memory
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
04

Use Cases

swarmvault logoswarmvault
↳Repository ingestion and graph reports
↳Research-aware capture with normalized metadata
↳Mixed corpus compilation, review, and save-first output
flywheel-memory logoflywheel-memory
↳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?'
FAQ

FAQ

What is the difference between swarmvault and flywheel-memory?
Both swarmvault and flywheel-memory are in the RAG / Knowledge Base category. swarmvault has 729 stars, while flywheel-memory has 0 stars.
Which is better, swarmvault or flywheel-memory?
The best choice depends on your use case. Choose swarmvault if Repository ingestion and graph reports, and flywheel-memory if Solo consultant asking 'How much have I billed Acme Corp?'.
Is swarmvault free or open source?
Yes, swarmvault is open source on GitHub (MIT).
Is flywheel-memory free or open source?
Yes, flywheel-memory is open source on GitHub (Apache-2.0).
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Related

Alternatives to swarmvault →Alternatives to flywheel-memory →swarmvault details →flywheel-memory details →