Loomscope
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@LoomscopeStart observing task 'Refactor auth module' for project Loomscope"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Loomscope
Agent work, visible. Loomscope is a password-protected dashboard and a Remote MCP observer for long-running Codex work. It records concise task milestones rather than private reasoning or raw logs.
Why one deployment
This repository is intentionally a single Cloudflare Worker deployment:
src/web/is the Vite + React + Tailwind dashboard.src/worker/is the independently testable HTTP, auth, MCP, validation, and storage boundary.migrations/owns D1 schema changes.plugins/loomscope-observer/contains the installable Codex plugin: its reporting Skill and Remote MCP configuration.
The UI and API share an origin, so no CORS policy or second deployment needs to be maintained. Static assets are served by the Worker, while /api/* and /mcp remain dynamic.
Setup
Install dependencies:
pnpm install.Copy
.dev.vars.exampleto.dev.varsand set three distinct long secrets.Authenticate Wrangler:
pnpm exec wrangler login.Apply schema:
pnpm exec wrangler d1 migrations apply loomscope --remote.Check locally:
pnpm build, thenpnpm dev:worker.Deploy:
pnpm deploy.
wrangler.jsonc is already bound to the production loomscope D1 database. If you intentionally deploy this project to a different Cloudflare account, create a new D1 database and replace that binding's database_id first.
The deployment configuration provisions loomscope.vortexislabs.com as the Worker custom domain. Before the first production deploy, set production secrets without putting them in wrangler.jsonc:
pnpm exec wrangler secret put DASHBOARD_PASSWORD
pnpm exec wrangler secret put DASHBOARD_SESSION_SECRET
pnpm exec wrangler secret put MCP_WRITE_TOKENCodex integration
The plugins/loomscope-observer/ directory is the source for the loomscope-observer Codex plugin. It contains the reporting Skill and the deployed Remote MCP endpoint. Start a new Codex thread after installation so its Skill and MCP tools are discovered.
The plugin reads its write token from LOOMSCOPE_MCP_TOKEN. For Codex CLI, set the variable before starting Codex:
export LOOMSCOPE_MCP_TOKEN="your-agent-write-token"
codexThe Worker exposes observe_start, observe_report, and observe_finish. The dashboard only accepts its own signed, password-created session; the MCP token has no read access.
Commands
pnpm lint
pnpm test
pnpm build
pnpm check
pnpm dev:worker
pnpm deployData boundaries
D1 stores normalized projects, agents, runs, and event summaries. Large artifacts are represented by links in the initial release; add R2 only when artifact upload becomes a product requirement. This keeps reporting fast and avoids turning the observability database into an unbounded log store.
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Maintenance
Resources
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If you are the server author, to access and configure the admin panel.
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