mcp-context-cost

clickhouse — context cost

581 tokens across 3 tools — lean (< 1K). Measured 2026-08-16 under methodology v1.0.

   
server (self-reported) mcp-clickhouse v2.14.7
status measured
tokenizer tiktoken / o200k_base
launch command uvx mcp-clickhouse
isolation docker · ghcr.io/astral-sh/uv:python3.12-bookworm-slim · network bridge · network enabled for package fetch; clean FS, no host credentials
env vars supplied CLICKHOUSE_HOST, CLICKHOUSE_USER, CLICKHOUSE_PASSWORD
canonical SHA-256 d266049ab550225c0ca1055960d43f29c64b3e7cf03fa1241e633f9b2049f240
category vendor-official
source https://github.com/ClickHouse/mcp-clickhouse

Where the tokens are

tool tokens share description schema
list_tables 370 63.7% 191 104
run_query 133 22.9% 50 19
list_databases 79 13.6% 5 9

Each tool is tokenized on its own, so the parts do not sum exactly to the whole: the array adds its own brackets and commas, and the tokenizer merges tokens across object boundaries. The badge number is always the count of the whole array, never a sum of parts.

Re-derive it

npx -y mcp-context-cost verify results/clickhouse/measurement.json

That re-tokenizes the published capture and checks the count and the hash. If it disagrees with the badge, the badge is wrong — open an issue and it gets corrected.

Badge JSON · All servers · Leaderboard · Methodology