Lightdrift
Freemium
AI agents requiring licensed images
You saved it, you starred it, you'll get back to it — and then it disappears into the fourth tab of a browser folder you haven't opened since March. Cache is an AI bookmark manager built specifically for the moment you can't find the article you need because it's buried across three platforms and two devices.
Cache pulls bookmarks from browsers, social platforms, and video services into a single feed, then applies AI to organize them into Smart Collections and surfaces them through natural language search. The daily digest routine keeps recently saved content from fading into backlog. For solo researchers and writers, this replaces the 'open twenty tabs and hope' approach with something closer to a personal search engine. The ceiling appears when your workflow requires annotation depth or bidirectional linking — Cache sits between a bookmark manager and a note-taking tool, and at some point that gap costs you. Teams running AI agents can connect Cache via MCP, which extends its value beyond passive storage.
Bottom line: Cache earns its place as the missing layer between browser bookmarks and a full knowledge base — but the moment you need inline annotations or graph-style linking between ideas, you'll be splitting your workflow between Cache and a second tool.
Full features including AI agent and smart collections
Pricing may have changed since last verified. Check the official site for current plans.
Basic access with extension
Full AI features and organization
View full pricing on cachd.app →
Pricing may have changed since last verified. Check the official site for current plans.
Find your fit
More options in Research & AI Search. Compare pricing, platforms, and features side by side.
Freemium
AI agents requiring licensed images
Free · Open source
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Cache ingests saved content from browsers, social feeds, and video platforms, then organizes it automatically using AI-driven Smart Collections. The browser extension handles capture from any page; imported bookmarks are deduplicated, broken links are flagged, and OCR indexing makes even image-heavy content searchable. Once imported, content is queryable in plain language — you ask what you’re looking for and Cache retrieves it rather than requiring you to remember which folder you filed it under.
The standout differentiator is the combination of passive organization and active rediscovery. Smart Collections sort content without manual tagging, daily digest routines surface saved items on a schedule, and a Quick Look reader strips distractions from articles. This is not a read-later queue — the vendor positions it explicitly as a library meant for return visits, not a holding pen for content you’ll read once and forget.
Cache fits writers building research stacks, developers tracking documentation and issue threads, and productivity users who find pure note-taking tools too heavy for link management. It breaks — or at least stops being enough — when you need annotation threads, hierarchical page nesting, or the kind of bidirectional linking that tools like Obsidian provide. At that point you are maintaining Cache for capture and search, and a second system for thinking. The MCP integration lets external AI agents query Cache’s full content library, which adds real value if you’re already running agent-based workflows. The project is open-source with a self-hosted option, confirmed via a public GitHub repository.
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