productivityactivity-historyocrsemantic-searchmcp
Captures work activity, stores summaries and OCR locally, and makes history searchable through MCP.
Quick Install
Automated & IDE SetupCopy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.
One-click editor setup isn’t available for this listing yet — we don’t have a confirmed install command, and we’d rather show nothing than point your editor at the wrong package or host. Follow the project’s own setup instructions, linked above.
Manual Client & Custom JSON ConfigExpand JSON ▾
No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself — its README, its docs, or a verified owner. We haven’t found those for deusXmachina-dev/memorylane, and we’d rather show nothing than a guess you’d paste into your client. Follow the project’s own setup instructions for the current steps.
Overview
Use cases
Review past screen activity by timeline
Search work history using natural-language queries
Retrieve details about a specific activity event
Detect recurring workflows and automation opportunities
Run summaries through a local model endpoint
Key features
Event-driven screen capture
AI-generated capture summaries
OCR text extraction
Local SQLite storage
Full-text and vector search
MCP access to activity history
Capabilities & Tool Schemas
Inspect callable tools, capabilities, and parameters exposed to AI agents by Memorylane.
Extracted Tool Capabilities
Event-driven screen capture
AI-generated capture summaries
OCR text extraction
Local SQLite storage
Full-text and vector search
MCP access to activity history
Documentation Overview
MemoryLane
App Download
What is MemoryLane?
MemoryLane is a tray app for macOS and Windows that captures your screen as you work, summarizes each capture into text through your model endpoint, then deletes the screenshot. Only the summaries, OCR text, and embeddings are kept — in a local SQLite database with full-text and vector search. From there it detects recurring workflows, surfaces automation opportunities, and makes everything queryable from any AI chat over MCP.
Capture → summarize → store locally → detect patterns → query from any AI chat via MCP
🎬 Demo
Use your own models
By default, captures are summarized through a managed OpenRouter endpoint. You can instead point MemoryLane at your own LLM — a local model via Ollama, vLLM, or LM Studio, or your own OpenRouter account — all from Settings, no rebuild. With a local endpoint, captures never leave your machine. See Using Your Own Models.
Privacy & Permissions
CLI
Install the CLI from npm: @deusxmachina-dev/memorylane-cli
Community
Questions, feedback, and feature ideas are welcome in our Discord server.
Related MCP Servers
Adoption & maintenance
Factual signals from GitHub, npm, and our automated checks — not a rating.
GitHub stars
123
Stargazers on the source repository.
Last commit
4d ago
Most recent push to the default branch.
Directory activity
1 views
Config copies, upvotes, and views on AllMCPs.
Reviews
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Frequently Asked Questions about Memorylane
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Markdown (GitHub README)
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<a href="https://allmcps.com/mcp/deusxmachina-dev-memorylane"><img src="https://allmcps.com/api/badge/deusxmachina-dev-memorylane?style=directory" alt="Memorylane on AllMCPs" /></a>Technical Specs & Signals
CategoryKnowledge & Memory
PricingFree
10/10 checks healthy over the last 33d
51Quality signal: Good · 51/100How this signal is calculated ▾
Server availabilityNot measured
Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.
Verified ownership10/20
Documentation & tools20/30
Adoption & activity8/15
Community engagement0/10
A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.
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