usage-panel vs Opik
usage-panel is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑21.
usage-panel is a plugin bundle for AI coding tools published by Falco Schmutz. No marketplace we read lists it any more. Opik is an MCP server published by comet-ml. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). As of our marketplace pass on 2026-10-21. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Opik | |
|---|---|---|
| Community marketplace fschmutz/claude-usage-panel | Removed on 2026-10-21 Version: 3.10.1 Forks (GitHub): 5 Stars (GitHub): 6 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 3.0.6 Downloads/month (PyPI): 3 591 Downloads/week (PyPI): 1 906 Forks (GitHub): 43 Stars (GitHub): 223 Not marked · First seen |
| Docker MCP Catalog | Not listed | Listed Version: sha256:0e0d7d33d5eb Forks (GitHub): 43 Pulls (Docker Hub): 17 042 Stars (Docker Hub): 1 Stars (GitHub): 223 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | usage-panelno longer listed · | Opik |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 2 |
| Stars (GitHub) (differs) | 6 | 223 |
| Pulls (Docker Hub) (differs) | No figure on Docker Hub | 17 042 |
| Forks (GitHub) (differs) | 5 | 43 |
| Last release (differs) | Not published | 2026-10-19 |
| Where it runs (differs) | On your machine (github:fschmutz/claude-usage-panel#v3.10.1) | Remote server or your machine |
| Transport (differs) | Not stated | Streamable HTTP, stdio |
| Tools it declares (differs) | Not published | 13 |
| Environment variables it asks for (differs) | Not published | 4, secrets among them: 1 |
| Parts of the bundle (differs) | 1 | Not a bundle |
| Licence (differs) | MIT | Apache-2.0 |
| Repository (differs) | github.com/fschmutz/claude-usage-panel | github.com/comet-ml/opik-mcp |
| Changes in the last 7 days (differs) | 4 | 1 |
| First seen (differs) | 2026-10-19 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Not responding since 2026-10-21 |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of usage-panel
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Lets Claude check its own claude.ai plan quota: percent used of the session and weekly limits (including per-model weekly limits), when each resets, and where usage is on pace to…
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See your Claude Usage. And in what Projects, how many of your tokens are used.
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Reads how much of your 5-hour and weekly Claude Code limit is left, converts it into turns of headroom rather than a percentage, and plans the work to fit inside it. Detects plan…
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Two skills for analyzing your Claude history. token-doctor diagnoses where your Claude Code + Cowork spend goes, including sub-agent fan-out and model mix. task-profile mines…
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Mines every Claude Code session into a local SQLite database and provides a /mine skill with 18+ natural language query intents. Track costs, tokens, tools, projects, errors…
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Claude Code efficiency and hygiene toolkit. Surfaces token spend across the 5h / 7d / Sonnet-7d billing windows with per-model / per-agent / per-skill attribution, and audits your…
What each says it does
usage-panel
Ask Claude for your plan usage and switch accounts in-conversation: get_usage returns session, weekly, and per-model limits from the official Anthropic usage endpoint; waiting lists live sessions blocked on a permission prompt, a question, or idle after Stop; list_accounts / save_account / switch_account manage named Claude Code logins (PRO, PERSO) without a browser.
Opik
Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
How to run each
usage-panel
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Opik As a remote MCP server
claude mcp add --transport http opik-mcp https://www.comet.com/opik/api/v1/mcpRequires: OPIK_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only Opik has a remote endpoint we check. How we check endpoints
Tools each declares
The marketplaces of usage-panel publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of usage-panel publish no settings it asks for, so we do not compare settings.
What it can do: usage-panel · What it can do: Opik · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.