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AgentIndex
modular-context-obsidian-plugin logo
modular-context-obsidian-plugin
★ 99
vs
knowledge-rag logo
knowledge-rag
★ 300

modular-context-obsidian-plugin vs knowledge-rag

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.; knowledge-rag: Knowledge RAG is a fully local, zero-cloud document retrieval system that lets Claude Code search your PDFs, markdown, code, and notebooks natively. It indexes up to 1800+ files in under 3 minutes, using hybrid search (BM25 + semantic vectors + cross-encoder reranking) via 12 MCP tools. Everything runs locally via ONNX, no Docker, Ollama, or API keys required.

01

TL;DR

modular-context-obsidian-plugin logo
modular-context-obsidian-pluginRAG / Knowledge Base · ★ 99

Synthesise raw files (transcripts, notes, backlog) into vault modules

Read modular-context-obsidian-plugin full review →
knowledge-rag logo
knowledge-ragRAG / Knowledge Base · ★ 300

Personal document retrieval and knowledge base for developers

Read knowledge-rag full review →
02

Side-by-Side Comparison

Field
modular-context-obsidian-plugin logomodular-context-obsidian-plugin
knowledge-rag logoknowledge-rag
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 99
★ 300
License
—
MIT
Install Command
git clone https://github.com/klemensgc/modular-context-obsidian-plugin.git
pip install knowledge-rag
Updated
1w ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, claude, claude-code
bm25, chromadb, claude
03

Features

modular-context-obsidian-plugin logomodular-context-obsidian-plugin
01Multi-terminal split layouts (up to 8 sessions)
02Claude Code + Codex support with auto-launch
03Skills sidebar with agent tracking and session glyphs
04Session persistence and smart restore with classified picker
05Zero-telemetry G-Suite MCP server with 10 tools
knowledge-rag logoknowledge-rag
01Hybrid Search with BM25 + semantic vectors + cross-encoder reranking
02Optional GPU acceleration for 5-10x faster indexing
0320 format parsers (MD, PDF, DOCX, code, etc.)
04YAML configuration with domain-specific presets
0512 MCP tools for full CRUD, search, and evaluation
04

Use Cases

modular-context-obsidian-plugin logomodular-context-obsidian-plugin
↳Synthesise raw files (transcripts, notes, backlog) into vault modules
↳Analyze WhatsApp groups for action items, blindspots, and staleness
↳Inbox sweep, stale follow-ups, calendar gap analysis, and meeting prep
knowledge-rag logoknowledge-rag
↳Personal document retrieval and knowledge base for developers
↳Security research document indexing and querying
↳Offline documentation assistant for sensitive environments
FAQ

FAQ

What is the difference between modular-context-obsidian-plugin and knowledge-rag?
Both modular-context-obsidian-plugin and knowledge-rag are in the RAG / Knowledge Base category. modular-context-obsidian-plugin has 99 stars, while knowledge-rag has 300 stars.
Which is better, modular-context-obsidian-plugin or knowledge-rag?
The best choice depends on your use case. Choose modular-context-obsidian-plugin if Synthesise raw files (transcripts, notes, backlog) into vault modules, and knowledge-rag if Personal document retrieval and knowledge base for developers.
Is modular-context-obsidian-plugin free or open source?
Yes, modular-context-obsidian-plugin is open source on GitHub.
Is knowledge-rag free or open source?
Yes, knowledge-rag is open source on GitHub (MIT).
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Related

Alternatives to modular-context-obsidian-plugin →Alternatives to knowledge-rag →modular-context-obsidian-plugin details →knowledge-rag details →