modular-context-obsidian-plugin vs swarmvault
modular-context-obsidian-plugin: Modular Context is an Obsidian plugin that provides an LLM-native knowledge base structured as Sources, Wiki, and Schema, inspired by Karpathy's framing. It also includes a G-Suite MCP server that exposes multi-account Gmail and Calendar as 10 tools for Claude Code. The plugin is local-first, encrypted, and has no telemetry.; 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.
TL;DR
Synthesise raw files (transcripts, notes, backlog) into vault modules
Repository ingestion and graph reports
Side-by-Side Comparison
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