io.github.avikchakraborty060-create/skimread
skimread
Is the skimread MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-27.
Lossless context guard for coding agents: command digests, file outlines, line-range reads.
alive probed 2026-11-14 · unchanged since 2026-10-27
- Run it
- uvx skimread@0.1.1 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- skimread 0.1.1
- Capabilities
- tools
- Instructions
- none
- Of a 1M window
- <0.1 % of a 1M context window
- Count
- 728 tokens in Claude Opus 5.5, exact, measured 2026-10-27. With the Claude Code prefix mcp__…__ on each tool name: 768. The o200k_base estimate is 432. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/avikchakraborty060-create/The-top-innovation
- Registry
- active, updated 2026-10-20 · 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, 1.69×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| run | 239 | 142 | 33 % |
| show | 199 | 118 | 27 % |
| read | 113 | 67 | 16 % |
| outline | 108 | 64 | 15 % |
| list | 69 | 41 | 9 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- Coador io.github.automaticqa/coador · needs args
- io.github.autosha-blip/pubdata-mcp · alive
- Qdrant MCP io.github.avaazquezz/mcp-qdrant · needs env
- io.github.avansaber/seo-monster · alive
- io.github.avinash111921/codeforces-mcp · alive
- Langfuse MCP io.github.avivsinai/langfuse-mcp · alive
- AWS MCP Server io.github.aws/aws-mcp · crashed on start
- AWS MCP Server io.github.aws/mcp-proxy-for-aws · crashed on start
Servers that mention lossless or outlines.
- ShotClick Screenwriting ai.shotclick/screenwriting · needs auth
- Examova — Exam Prep com.examova/mcp · alive
- MindMap com.keenethics-labs/mindmap · alive
- Razi Text Generation io.github.razikallayi/razi-text · alive
- ExcelDashboard AI io.github.AlgForce/exceldashboard-ai · needs auth
- DocMorph Studio dev.docmorph/docmorph-studio · alive
- OpenFateAI Assistant MCP io.github.openfateaicom-wq/openfateai-mcp · alive
- io.github.alibaizhanov/densely · needs network
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-27 06:52 | alive | 265 ms | 5 | 728 | 432 |
| 2026-10-20 06:41 | alive | 455 ms | 5 | 432 |
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.