mcpcost

io.github.Nomannazir/codebase-brain-mcp

Codebase Brain

Is the Codebase Brain MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-07.

Cited, searchable memory of a codebase: hybrid search, git history, impact analysis, doc drift.

alive probed 2026-11-14 · unchanged since 2026-11-07

9tools
3.4ktokens in Claude Opus 5.5
1.7 %of Claude's 200k window
1.3×the median server
2.1 sto initialize
7 msto list tools
Run it
uvx codebase-brain-mcp@0.2.1 (stdio, probed in a container with the network off)
Host
pypi.org
Reports itself as
codebase-brain 0.2.1
Capabilities
prompts, resources, tools
Instructions
603 characters
Of a 1M window
0.3 % of a 1M context window
Count
3.4k tokens in Claude Opus 5.5, exact, measured 2026-11-07. With the Claude Code prefix mcp__…__ on each tool name: 3.5k. The o200k_base estimate is 2.0k. Counted again when the tool definitions change. Method.
Repository
https://github.com/Nomannazir/codebase-brain-mcp
Registry
active, updated 2026-11-07 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.68×.

Tool≈ Claude tokenso200k estimateShare of this server
explain_history59735618 %
search52231115 %
find_doc_drift44626613 %
impact_of_change43525913 %
ask_codebase35421110 %

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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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