mcp-context-cost

cloudflare-docs — context cost

422 tokens across 2 tools — lean (< 1K). Measured 2026-08-16 under methodology v1.0.

   
server (self-reported) docs-ai-search v0.4.13
status measured
tokenizer tiktoken / o200k_base
launch command npx -y mcp-remote https://docs.mcp.cloudflare.com/sse
isolation docker · public.ecr.aws/docker/library/node:22-slim · network bridge · network enabled for package fetch; clean FS, no host credentials
env vars supplied none
canonical SHA-256 a65649ac29928ffde9e8bf8796482b5aaeb17e79d02ea2f3b8b96f11ac32b604
category vendor-official
source https://github.com/cloudflare/mcp-server-cloudflare

Where the tokens are

tool tokens share description schema
search_cloudflare_documentation 351 83.2% 140 36
migrate_pages_to_workers_guide 69 16.4% 12 26

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/cloudflare-docs/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