mcp-server

screenpipe: Capture Your Day‑to‑Day AI Memory with 22k+ Stars

Name: screenpipe: Capture Your Day‑to‑Day AI Memory with 22k+ Stars
Author: screenpipe

Turn every screen, voice, and sound into searchable context for your AI apps. Ideal for founders building privacy‑first, multimodal products.

From the repo · “YC (S26) | Open Computer History | Record your screen continuously locally and provide context to your agents (Claude, Codex, Openclaw, Hermes, Runner...)”

intermediate⏱ 30 minutes💵 Free (self-hosted)

22,027 stars+83★ this week2,251 forksRustGuide quality 8/10 · reviewed Oct 5Updated 10/22/2026100% free · open source

What it is

With screenpipe, you record your daily interactions to teach AI about your experiences.

Real use case example

"A founder, Sarah, wants to build an application that automatically assigns tasks to team members based on their work style. She uses screenpipe to record her daily interactions and teaches the AI to identify patterns. After a week of recordings, she fine-tunes the model and integrates it with Trello to automate task assignment."

When to use it

•When you want to review complex meetings or coding sessions you might have forgotten details about
•For founders tracking their productivity and workflow patterns
•To create a personal knowledge base of your digital interactions

Ready-to-paste prompt

screenpipe search 'project funding discussion from last week'

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/screenpipe && curl -fsSL https://workflowstacks.com/api/skills/screenpipe/claude-skill -o ~/.claude/skills/screenpipe/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How screenpipe: Capture Your Day‑to‑Day AI Memory with 22k+ Stars works

Codeflow

Free to inspect

Screenpipe: Capture Your Day‑to‑Day AI Memory with 22k+ Stars is a very large Rust project (~831k lines across 2339 code files, plus 631 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, Other license, has a test suite.

Size

Very large codebase

~831k lines · 2339 code files · days to read — use, don't read

Setup

Developer setup

A real software project. Use it via its install path; don't expect to read it all.

Runs on

Rust

No API keys detected

Rust 53%TypeScript 42%Swift 2%JavaScript 1%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
AGENTS.md
The instructions the AI actually follows
3
Cargo.toml
Dependencies and the commands it exposes

What's in each folder

apps/Sub-packages / plugins1893 files

packages/Sub-packages / plugins345 files

docs/Documentation377 files

crates/Folder1164 files

infra/Deployment / infrastructure31 files

scripts/Helper scripts28 files

evals/Evaluations & benchmarks9 files

.github/CI / automation (GitHub Actions)154 files

READMEHas testsDocumentedCI checksOther licenseUpdated this month

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/screenpipe && curl -fsSL https://workflowstacks.com/api/skills/screenpipe/claude-skill -o ~/.claude/skills/screenpipe/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

screenpipe

Language

Rust

Do this with a working workflow

Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.

Outcome guide

Turn meeting notes into a summary email automatically

Paste the transcript into a private form and the workflow writes and emails a concise recap — decisions, owners, open questions — that people will actually read.

MCP config