mcpcost

com.techfabric.databricks/field-guide

Databricks Field Guide by TechFabric

Is the Databricks Field Guide by TechFabric MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-01.

Interactive Databricks learning, certification practice and sourced engineering guidance.

alive probed 2026-11-14 · unchanged since 2026-11-01 · HTTP 200

18tools
12ktokens in Claude
5.9 %of Claude's 200k window
4.7×the median server
1.1 sto initialize
35 msto list tools
Endpoint
https://databricks.techfabric.com/mcp (streamable-http)
Host
databricks.techfabric.com
Protocol
2025-11-25
Reports itself as
databricks-field-guide 1.11.1
Capabilities
completions, extensions, prompts, resources, tools
Instructions
6 726 characters
Of a 1M window
1.2 % of a 1M context window
Count
12k tokens in Claude, exact, measured 2026-10-28. With the Claude Code prefix mcp__…__ on each tool name: 12k. The o200k_base estimate is 7.3k. Counted again when the tool definitions change. Method.
Repository
https://github.com/Fabric-Pro/databricks-field-guide-mcp
Website
https://databricks.techfabric.com
Registry
active, updated 2026-11-01 · registry entry
Changes
8 recorded, reachable in 8 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
estimate_cost1 9851 22317 %
quiz_me1 0686589 %
explore_concept9846068 %
visualize9725998 %
flashcards8125007 %

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History

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

ProbedResultInitToolsClaudeo200k
2026-10-28 09:54alive1.4 s1812k7.3k
2026-10-27 09:12alive1.5 s1811k7.0k
2026-10-26 09:11alive1.3 s169.5k5.9k
2026-10-25 20:39alive1.2 s158.5k5.3k
2026-10-25 08:38alive1.3 s155.3k
2026-10-24 08:26alive1.2 s155.1k
2026-10-23 09:44alive1.1 s72.5k
2026-10-20 09:44alive1.1 s5849

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

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