mcp-context-cost

puppeteer — context cost

540 tokens across 7 tools — lean (< 1K). Measured 2026-08-16 under methodology v1.0.

   
server (self-reported) example-servers/puppeteer v0.1.0
status measured
tokenizer tiktoken / o200k_base
launch command npx -y @modelcontextprotocol/server-puppeteer
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 d9e46f0316917c1d140ffeebceefd4d31c16188780ac278baf347ff536015dd0
category official-reference
source https://github.com/modelcontextprotocol/servers-archived

Where the tokens are

tool tokens share description schema
puppeteer_screenshot 142 26.3% 11 117
puppeteer_navigate 129 23.9% 4 111
puppeteer_select 65 12.0% 9 43
puppeteer_fill 60 11.1% 5 42
puppeteer_evaluate 48 8.9% 7 27
puppeteer_click 47 8.7% 6 28
puppeteer_hover 47 8.7% 6 28

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/puppeteer/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