Knowledge Management · Developer Tools

Journal RAG logo

Journal RAG

estevaom/md-rag-mcp

A toolkit for searching and analyzing your Markdown journal entries locally. Combines semantic search, keyword search, and frontmatter analytics -- all running on your machine.

Install

pip install -U pip
GitHub stars
2
Author
@estevaom
Category
Knowledge Management, Developer Tools
Updated
Oct 6, 2026

Features

  • Semantic search over Markdown using a local vector index (USearch + SQLite metadata)

  • Keyword search (BM25 via Tantivy)

  • Hybrid search (semantic + keyword fused with RRF)

  • Incremental indexing (only new/changed files) with --rebuild for full refresh

  • Frontmatter analytics (query fields, stats, tag/trigger linting, streak helpers)

  • Local by default: journal files, embeddings, and indexes stay on your machine

  • Cross-platform: macOS, Ubuntu/Debian (including WSL), Arch Linux

  • Zero config builds: wrapper scripts auto-build missing Rust binaries (including macOS C++ header fixups)

Details on this page are taken from the project's README. Open README

Related MCP servers

More servers
MaxKB logo

MaxKB

1Panel-dev/MaxKB

16.2k

MaxKB = Max Knowledge Brain, it is an open-source platform for building enterprise-grade agents. MaxKB integrates Retrieval-Augmented Generation (RAG) pipelines, supports robust workflows, and provides advanced MCP tool-use capabilities.

Knowledge Management
UI-TARS-desktop logo

UI-TARS-desktop

bytedance/UI-TARS-desktop

12.9k

TARS is ByteDance's multimodal AI agent stack, shipping two projects: Agent TARS (a CLI and Web UI agent built on MCP) and UI-TARS-desktop (a desktop GUI agent).

Knowledge Management
Supermemory logo

Supermemory

supermemoryai/supermemory

9.4k

State-of-the-art memory and context engine for AI.

Knowledge Management
Cognee logo

Cognee

topoteretes/cognee

2.1k

Cognee - The Free Open-Source AI Memory Platform for Agents.

Knowledge Management
Notion MCP Server (Official) logo

Notion MCP Server (Official)

makenotion/notion-mcp-server

1.5k

For the best experience, use Remote Notion MCP, our official hosted MCP server. This repository is a separate, self-hosted MCP server implementation that is no longer actively maintained or supported. Please use Remote Notion MCP instead.

Knowledge Management
DevDocs logo

DevDocs

cyberagiinc/devdocs

1.4k

[!WARNING] DevDocs Status: Not publicly maintained. Enhanced internal version at CyberAGI — public release coming soon. If you have any questions please reach out to info@cyberagi.ai.

Knowledge Management