Comparison

ContextBolt vs Memex

By David Updated

Verdict

Annotate everything and it becomes searchable, or save the way you already do and let AI file it.

ContextBolt Free, or $6/mo
Memex Free core

Who wins each feature, of 10 compared

Memex is a web annotation and full-text search tool built for researchers who highlight, tag and organize pages as they read. ContextBolt saves the same pages in one click, adds the social saves Memex cannot see, clusters topics automatically and connects to AI assistants over MCP. Memex asks for the work up front. ContextBolt asks for none.

ContextBolt, running

Bookmarks MCP server for Claude, Cursor & Codex Claude Desktop · ContextBolt connected live data
What did I save about rate limiting?
Used search_bookmarks
Token buckets beat fixed windows for bursty trafficX · @dan_abramov
How we rate limit 40k req/s on one boxReddit · u/pgstash
Rate limiting is a product decision, not a configPriya Patel
Searched 847 saves across X, Reddit and LinkedIn

Describe what you saved. Your agent finds it, across X, Reddit and LinkedIn.

Memex by WorldBrain is a browser extension for researchers and knowledge workers who want to annotate, highlight, and search the web pages they visit. It takes an active approach to knowledge management: you read a page, highlight the important parts, add notes, and those annotations become searchable later.

ContextBolt takes a passive approach. You save content the way you already do, through bookmarks and social platform saves, and AI handles the organization and retrieval. The two tools reflect fundamentally different philosophies about how knowledge should be captured.

What Memex does well

Memex’s annotation system is its standout feature. You can highlight text on any web page, add notes in the margin, and all of that is indexed and searchable. For researchers who read deeply and want to capture specific passages, this is powerful.

Full-text search across cached pages means you can find content based on any word that appeared on the original page, not just titles or URLs. Spaces let you organize research into themed collections that can be shared with collaborators.

The integrations with Obsidian and Readwise are valuable for people who build their second brain in note-taking tools. Annotations flow directly into your knowledge management system.

Where Memex falls short

Memex requires active engagement. You need to open each page and annotate it for the system to work well. For people who save dozens of links a week across multiple platforms, that annotation overhead adds up quickly. Many users start enthusiastic and taper off as the effort becomes unsustainable.

The user base is small (around 10,000 Chrome users) compared to mainstream bookmark tools. Development pace has slowed. There is no MCP integration, so your annotated pages are invisible to AI assistants.

Social platform support is manual only. Memex can save any URL you visit, but it does not automatically sync your Twitter/X bookmarks or Reddit saves. Each social save would need to be captured individually.

Search is keyword-based. Full-text, yes, but still matching exact words rather than understanding meaning. If you search for “startup fundraising” but the article used “seed round” and “venture capital”, you might miss it.

Where ContextBolt differs from Memex

ContextBolt is designed for zero-effort capture and AI-powered retrieval. You save content the way you already do. Instant local search finds it again on your device, typos and all. Topic clustering organizes it automatically. MCP on Pro makes it accessible to Claude Desktop, Cursor, and other AI clients, where semantic search finds it by meaning.

The social platform sync is the biggest practical difference. ContextBolt automatically imports bookmarks from Twitter/X, Reddit, and LinkedIn. For people who save content across these platforms, that alone can be transformational compared to Memex’s manual-save approach.

The difference is effort

Memex is more powerful when you put the annotation work in. ContextBolt is more effective when you want to save and move on, trusting that you will find it later.

Where each one wins

ContextBolt wins on
  • Zero-effort capture

    Memex expects you to highlight and tag each page as you read it. Most people start enthusiastic and taper off. Here the page is extracted and tagged on its own, and your social saves arrive without a click at all.

  • It reaches your social saves

    X bookmarks, Reddit saves and LinkedIn posts import on their own. Memex only ever sees pages you open in a browser tab, so none of that library exists for it.

  • Your agent can reach it

    Memex has no MCP integration, so annotated pages are invisible to Claude and Cursor. ContextBolt's endpoint is the Pro feature.

Memex wins on
  • Annotation that is genuinely indexed

    Highlight text on any page, add margin notes, and all of it becomes searchable. For deep reading of specific passages, that is powerful.

  • Full-text over cached pages

    Find a page by any word that appeared on it, not just the title or URL, with Spaces for themed collections you can share.

  • Obsidian and Readwise

    Annotations flow into the note app where you build your second brain. ContextBolt has no note-app export.

Which one is for you?

Pick by the job

Tick what you actually need. Every line already shows which tool wins it, so this works with or without the ticking.

4 of these 7 point to ContextBolt, 3 to Memex. Tick the ones that are true for you.

ContextBolt vs Memex: feature comparison

10 features
Feature ContextBolt Memex
AI-powered search Instant local search; semantic search via the Pro MCP endpoint Full-text keyword search
MCP endpoint for AI assistants Built-in MCP server for Claude, Cursor, etc. No MCP support
Twitter/X bookmark sync Automatic sync and search Manual save only
Reddit saved post sync Automatic sync and search Manual save only
Automatic topic clustering AI-generated topic groups Manual tags and spaces
Web annotations and highlights No annotation features Inline highlights, notes, and annotations
Full-text page search Searches bookmark metadata and content Searches full cached page text
Collaborative spaces No collaboration features Shared spaces for team research
Obsidian and Readwise sync No note app sync Direct sync to Obsidian and Readwise
Setup complexity Install extension, start saving More complex setup with spaces and workflows

10 of 10 features actually differ.

ContextBolt vs Memex pricing

ContextBolt
Basic (free) + $6/month Pro
AI search, MCP endpoint, social bookmarks
Memex
Free core + paid sync (pricing varies)

ContextBolt vs Memex: FAQs

Is Memex still actively developed? +
Memex by WorldBrain is still available on the Chrome Web Store with around 10,000 users. Development continues but at a slower pace than earlier years. The project is maintained by a small team. It remains functional for annotation and full-text search.
Does Memex have AI features? +
The WorldBrain Memex extension does not have built-in AI or MCP integration. There is a separate desktop app also called Memex that has some AI features, but the browser extension that most users know does not offer semantic search or AI-powered organization.
Which is better for academic research? +
Memex is better for active annotation during research sessions, where you want to highlight passages and add notes as you read. ContextBolt is better for building a broad searchable collection across social platforms and making that collection accessible to AI assistants. Researchers who annotate heavily should consider Memex. Those who save broadly and want AI retrieval should consider ContextBolt.
Can Memex handle social platform bookmarks? +
Not automatically. Memex can save any URL you visit manually, but it does not sync with Twitter/X, Reddit, or LinkedIn saved content. You would need to open each saved post and save it individually through the Memex extension. ContextBolt imports social saves automatically.
Does Memex work with Obsidian? +
Yes. Memex has direct sync to Obsidian and Readwise, which is a genuine advantage for users who build their knowledge base in these tools. ContextBolt does not currently have direct note app integration but makes content accessible to AI via MCP instead.