mcpcost

io.github.reesehammer/umbra-mcp

Umbra open SAR archive

Is the Umbra open SAR archive MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-11.

Search, preview, and measure Umbra open SAR from any MCP client. Umbra ships no search API.

alive probed 2026-11-15 · unchanged since 2026-11-11 · HTTP 200

19tools
22ktokens in Claude Opus 5.5
11.2 %of Claude's 200k window
8.9×the median server
908 msto initialize
93 msto list tools
Endpoint
https://api.umbra-py.space/mcp (streamable-http)
Host
api.umbra-py.space
Protocol
2025-11-25
Reports itself as
umbra 0.1.4
Capabilities
prompts, resources, tools
Instructions
1 899 characters
Of a 1M window
2.2 % of a 1M context window
Count
22k tokens in Claude Opus 5.5, exact, measured 2026-11-11. With the Claude Code prefix mcp__…__ on each tool name: 23k. The o200k_base estimate is 14k. Counted again when the tool definitions change. Method.
Repository
https://github.com/reesehammer/umbra-py
Registry
active, updated 2026-10-26 · registry entry
Changes
5 recorded, reachable in 4 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, 1.62×.

Tool≈ Claude tokenso200k estimateShare of this server
find_repeat_sites3 4642 13915 %
search_catalog3 4542 13315 %
stack_stats2 3711 46411 %
download_asset1 9141 1829 %
watch_site1 5699697 %

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History

We add a row when the result changes. A server with no change keeps its last row.

ProbedResultInitToolsClaudeo200k
2026-11-11 11:37alive450 ms1922k14k
2026-11-10 11:53alive518 ms1921k13k
2026-10-30 10:41alive369 ms1920k13k
2026-10-27 09:29alive908 ms1920k12k
2026-10-16 06:29needs args

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mcpcost: alive

The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.

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Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.

For the publisher

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