Capsule stores one fact per .capsule.md file. The search index is SQLite locally, or PostgreSQL when you run Docker.

Quick start

pip install korn      # or: pip install pykorn
capsule init          # or: korn init / pykorn init

From a clone:

python3 -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"
capsule init
uvicorn services.api.main:app --host 127.0.0.1 --port 9100 --workers 1

In another terminal:

cd frontend
npm install
npm run dev

• UI: http://localhost:5173
• API: http://localhost:9100/api/v1
• OpenAPI: http://localhost:9100/docs

Docker (Postgres + API + sync + UI):

./install.sh

• UI: http://localhost:8080
• API: http://localhost:9100

File format

---
id: 7c2a9f14-6b81-4d3e-9a0c-1f8e2b4d6c70
topic: "Auth middleware bypass in staging"
tags: [bug, auth, staging]
freshness: 2026-07-11T00:00:00
source: "incident-4482"
confidence: high
---

Staging skips JWT verification when `X-Debug-Override` is present.
This is intentional for E2E tests. Do not remove; mobile CI depends on it.

Creating a capsule via the UI, CLI, or API writes this file. Editing the file updates the index.

CLI

capsule new "Auth middleware bypass in staging" -t auth -t bug -c high
capsule search "JWT"
capsule compose -t auth -c medium -m 2000
capsule mcp    # stdio MCP server for agents

MCP

Point an MCP client at capsule mcp (stdio). Tools: search_capsules, compose_context, get_capsule, create_capsule, list_stale.

Architecture

One API process. It indexes CAPSULES_DIR on boot and watches for file changes. Do not run multiple uvicorn workers — SQLite plus the watcher assume a single writer.

See docs/ARCHITECTURE.md, docs/DEPLOY.md, and docs/API.md.

Tests

pytest

License

MIT