Desktop appKnowledge management

marginalia

Turn private local files into a searchable AI research library with citations.

Stars
210
Forks
27
License
AGPL-3.0
Updated
Updated Jul 13, 2026

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Project overview

Marginalia keeps PDFs, notes, spreadsheets, logs, and archives in an ordinary folder tree while adding library-style metadata and retrieval indexes. When asked a question, its agent finds the relevant material and reads original file windows before composing a cited answer. It is available as a desktop app, CLI, reusable HTTP backend, and MCP server, with local storage by default; users still need to configure an LLM provider for generated responses.

Repository facts

Primary language
Python
License
AGPL-3.0
Repository updated
Jul 13, 2026
Default branch
main

Resource types

Desktop appCLI app

Use cases

Knowledge managementResearch and knowledge

Operating systems

LinuxmacOSWindows

Runtime

Command lineDesktopLocal

Protocols & integrations

Model Context Protocol

Capabilities

Tool useVerification and evals

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