mcp-context-cost

exa — context cost

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

   
server (self-reported) exa-search-server v3.4.0
status measured
tokenizer tiktoken / o200k_base
launch command npx -y exa-mcp-server
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 EXA_API_KEY
canonical SHA-256 eea558e4c905976a1bf6e014b1a1a73cffa2b9baa707c11da9ec26db70e38e46
category vendor-official
source https://github.com/exa-labs/exa-mcp-server

Where the tokens are

tool tokens share description schema
web_search_exa 289 59.5% 113 119
web_fetch_exa 195 40.1% 56 87

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/exa/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