us.unfreeze/atlas
Unfrozen Atlas of the Middle
Is the Unfrozen Atlas of the Middle MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-01.
Graded research on middle managers and change: search studies, get fact-checked answers.
alive probed 2026-11-01 · HTTP 200
5tools
1.3ktokens in Claude Opus 5.5
0.6 %of Claude's 200k window
0.5×the median server
396 msto initialize
2.5 sto list tools
- Endpoint
- https://unfreeze.us/mcp (streamable-http)
- Host
- unfreeze.us
- Protocol
- 2025-11-25
- Reports itself as
- unfrozen-atlas 1.0.0
- Capabilities
- tools
- Instructions
- 717 characters
- Of a 1M window
- 0.1 % of a 1M context window
- Count
- 1.3k tokens in Claude Opus 5.5, exact, measured 2026-11-01. With the Claude Code prefix mcp__…__ on each tool name: 1.3k. The o200k_base estimate is 778. Counted again when the tool definitions change. Method.
- Website
- https://unfreeze.us/mcp
- Registry
- active, updated 2026-11-01 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.66×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| search_studies | 522 | 314 | 40 % |
| get_study | 324 | 195 | 25 % |
| get_answer | 221 | 133 | 17 % |
| list_loop_parts | 120 | 72 | 9 % |
| about_unfrozen | 106 | 64 | 8 % |
Compare this server with others.
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.
Fixed something? Probe it now, with the same steps as the daily run. This page updates with the next daily run.