io.github.asiff00/scaps-mcp
SCAPS-1D
Is the SCAPS-1D MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-27.
Design, simulate, fit and sanity-check thin-film solar cells with SCAPS-1D on your own installation.
alive probed 2026-11-15 · unchanged since 2026-10-27
- Run it
- uvx scaps-mcp@0.1.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- scaps 0.1.0
- Capabilities
- prompts, resources, tools
- Instructions
- 910 characters
- Of a 1M window
- 1.2 % of a 1M context window
- Count
- 12k tokens in Claude Opus 5.5, exact, measured 2026-10-27. With the Claude Code prefix mcp__…__ on each tool name: 12k. The o200k_base estimate is 6.7k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/asiff00/scaps-mcp
- Registry
- active, updated 2026-10-26 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.75×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| scaps_optimize | 1 783 | 1 021 | 15 % |
| scaps_simulate | 1 549 | 887 | 13 % |
| scaps_batch | 1 527 | 874 | 13 % |
| scaps_write_data | 1 499 | 858 | 13 % |
| scaps_create_device | 1 266 | 725 | 11 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- io.github.ashishsinha1602/schemagate · needs args
- CogniRepo io.github.ashlesh-t/cognirepo · crashed on start
- io.github.ashmitrrr/dsa-tracker-mcp-server · crashed on start
- io.github.ashwinvis/scb-opendata-mcp · timeout
- io.github.askadvaith/mcp-state-sidecar · crashed on start
- Argocd io.github.asklokesh/argocd-mcp-server · crashed on start
- Azure io.github.asklokesh/azure-mcp-server · crashed on start
- Chanty io.github.asklokesh/chanty-mcp-server · crashed on start
Servers that mention installation or simulate.
- Cloud World Model ai.cloudworldmodel/cloud-world-model · alive
- HVAC Builder app.hvacbuilder/hvac-builder · needs auth
- Untangle bio.untangle/untangle · needs auth
- Fikst cloud.fikst/crm · needs auth
- co.tenderly/tenderly-mcp · needs auth
- Biz Planner com.biz-planner/mcp · needs auth
- DrapeCut com.drapecut/drapecut · alive
- JobMojito com.jobmojito/jobmojito · alive
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.