io.github.RoleModel/optics-mcp
optics-mcp
Is the io.github.RoleModel/optics-mcp MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-26.
MCP Server for Optics Design System documentation and token usage.
alive probed 2026-11-14 · unchanged since 2026-10-26
- Run it
- npx -y optics-mcp@0.2.6 (stdio, probed in a container with the network off)
- Host
- npmjs.com
- Reports itself as
- optics-mcp 0.1.0
- Capabilities
- prompts, resources, tools
- Instructions
- none
- Of a 1M window
- 0.2 % of a 1M context window
- Count
- 1.8k tokens in Claude Opus 5.5, exact, measured 2026-10-26. With the Claude Code prefix mcp__…__ on each tool name: 2.0k. The o200k_base estimate is 996. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/RoleModel/optics-mcp
- Registry
- active, updated 2025-12-05 · registry entry
- Changes
- 2 recorded, reachable in 2 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.84×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| generate_theme | 251 | 136 | 14 % |
| generate_sticker_sheet | 236 | 128 | 13 % |
| generate_component_scaffold | 190 | 103 | 10 % |
| suggest_token_migration | 155 | 84 | 8 % |
| search_tokens | 133 | 72 | 7 % |
Compare this server with others.
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Other registry entries on npmjs.com, the ones next to this name; all of them.
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- TapTry io.github.Romildoescoding/taptry · alive
- cli2mcp io.github.RonieNeubauer/cli2mcp · needs args
Servers that mention optics.
- Commonlands Optics: M12 Lens and C-Mount Lens Finder + Field-of-View Calculator com.commonlands/optics-mcp · alive
- DiffBeam Gaussian Beam Optics com.gaussian-beam/diffbeam · not found
- MVisionPro Engineering Tools com.mvisionpro/tools · alive
- SPLIDIA — operational notes and capabilities com.splidia/notes · alive
- com.sunex/optics-mcp · not found
- Ocean Insight Spectrometer io.github.K-Dense-AI/labmcp-ocean-spectrometer · needs env
- Vantio Optics io.github.vantioai/vantio-optics · alive
- io.github.emircbngl/blender-optics-simulator · needs mcp<2
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-26 07:05 | alive | 241 ms | 14 | 1.8k | 996 |
| 2026-10-19 06:55 | alive | 324 ms | 14 | 996 |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.