stashbase
★ 1.1k
vs
Moldavite
★ 13
stashbase vs Moldavite
stashbase: StashBase enables AI agents to search and utilize content from your local files, including PDFs, DOCX, images, audio, and video. It creates a searchable index from your folders, allowing agents to find relevant context by meaning rather than just keywords.; Moldavite: Moldavite is a local-first note-taking application that stores all notes as Markdown files on your computer, ensuring data ownership and privacy. It integrates with AI tools via a built-in MCP server, offering features like semantic search, wiki-links, and multi-platform support across macOS, Windows, Linux, iPhone, and iPad.
01
TL;DR
stashbaseRAG / Knowledge Base · ★ 1.1k
When to choose:
- You want a desktop app that indexes folders of PDFs, DOCX, images, audio and video and shares them with Claude, Codex and other MCP clients.
- Your files must stay the source of truth: the index can be rebuilt, and removing a folder never deletes files.
- You want exact text search with no key, and semantic search only if you opt in.
When to skip:
- Your documents cannot leave the machine and you need semantic search: it sends content to OpenAI or OpenRouter.
- You are on Linux and need official support: Linux builds are community-supported.
- You only need one file converted now and then: an MCP converter is lighter.
MoldaviteRAG / Knowledge Base · ★ 13
Personal knowledge base: Create and manage a personal knowledge base with interconnected notes, semantic search, and robust organization.
02
Side-by-Side Comparison
Field
stashbaseMoldaviteCategory
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 1.1k
★ 13
License
Apache-2.0
MIT
Install Command
brew install --cask liliu-z/stashbase/stashbase
brew install --cask mauropereiira/moldavite/moldavite
Updated
1d ago
2w ago
Open Source
Yes
Yes
Tags
Local Files, RAG, AI Agents
Note-taking App, Markdown Editor, Local-first
03
Features
stashbase01Extracts searchable text from various formats including PDFs, DOCX, images (OCR), audio, and video (transcription).
02Semantic search capabilities to find relevant context by meaning, supported by an AI Index.
03Connects and shares searchable context across Claude, Codex, and other MCP clients and built-in agents.
04Maintains local files as the source of truth, with indexes and derived data stored separately.
Moldavite01Local-first storage: All notes are plain Markdown files in a user-chosen local folder, ensuring data ownership and no vendor lock-in.
02AI and Agent integration: Built-in MCP server allows connection with AI tools (e.g., Claude, Cursor) for tasks like reading, searching, and creating notes using 'Moldavite Skills'.
03Advanced note management: Includes wiki-links, backlinks, graph view, tags, daily/weekly notes, and an opt-in local semantic search.
04Cross-platform synchronization: Offers optional iCloud Drive sync on Mac and dedicated apps for iOS/iPadOS, alongside Windows and Linux beta versions.
05Browser clipper & publishing: A browser extension to clip web pages into Markdown notes and direct publishing to WordPress.com.
04
Use Cases
stashbase↳Providing AI agents with searchable access to research papers and contracts stored locally.
↳Enabling chatbots to answer questions based on internal documentation, scanned documents, and recordings.
↳Developers wanting to query project design documents and architecture notes using a built-in AI agent.
↳Organizing and searching personal knowledge bases that primarily consist of diverse local file types.
Moldavite↳Personal knowledge base: Create and manage a personal knowledge base with interconnected notes, semantic search, and robust organization.
↳AI-powered note interaction: Use AI agents to query, summarize, or generate content within your notes without leaving your local environment.
↳Project documentation: Maintain project documentation with version control (if using Git with the Forge) and easily link related information.
↳Research and learning: Clip articles, organize research notes, and leverage semantic search to quickly retrieve relevant information for studies.
05
Best For
stashbaseTrending
Moldavite—
FAQ
FAQ
What is the difference between stashbase and Moldavite?
Both stashbase and Moldavite are in the RAG / Knowledge Base category. stashbase has 1.1k stars, while Moldavite has 13 stars.
Which is better, stashbase or Moldavite?
The best choice depends on your use case. Choose stashbase if Providing AI agents with searchable access to research papers and contracts stored locally., and Moldavite if Personal knowledge base: Create and manage a personal knowledge base with interconnected notes, semantic search, and robust organization..
Is stashbase free or open source?
Yes, stashbase is open source on GitHub (Apache-2.0).
Is Moldavite free or open source?
Yes, Moldavite is open source on GitHub (MIT).
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