mcp-context-cost

agentphone — context cost

6,139 tokens across 28 tools — moderate (5–15K). Measured 2026-09-16 under methodology v1.0.

An Anthropic request carries 5,587 of those tokens as tool definitions. What Claude makes of them is not published for this server: its Claude count is missing, or was taken against a capture this measurement has since replaced.

   
server (self-reported) agentphone v0.7.0
status measured
tokenizer tiktoken / o200k_base
launch command npx -y agentphone-mcp
isolation docker · public.ecr.aws/docker/library/node:22-slim · network bridge · linux/amd64 · network enabled for package fetch; clean FS, no host credentials
env vars supplied AGENTPHONE_API_KEY
canonical SHA-256 d8e7072a1f0c7a586c9a7f4550329242fdaec8228d6f3acba0ea09cc106f12fa
category community
source https://github.com/AgentPhone-AI/agentphone-mcp

Where the tokens are

tool tokens share description input schema
create_agent 763 12.4% 64 678
update_agent 721 11.7% 44 649
send_message 594 9.7% 117 448
make_conversation_call 400 6.5% 86 282
manage_contact 316 5.1% 61 225
list_calls 276 4.5% 56 184
buy_number 223 3.6% 48 149
make_call 220 3.6% 45 146
set_webhook 212 3.5% 55 126
get_usage 208 3.4% 36 139
get_call 175 2.9% 29 113
list_conversations 173 2.8% 45 92
list_webhook_deliveries 172 2.8% 37 96
update_conversation 145 2.4% 28 89
list_contacts 145 2.4% 22 90
list_numbers 128 2.1% 21 74
get_messages 128 2.1% 24 71
test_webhook 122 2.0% 39 47
get_conversation 119 1.9% 16 69
attach_number 117 1.9% 28 62
detach_number 114 1.9% 20 67
list_agents 112 1.8% 31 48
get_webhook 105 1.7% 23 48
delete_webhook 105 1.7% 31 47
get_agent 93 1.5% 18 42
delete_agent 91 1.5% 21 44
account_overview 81 1.3% 22 24
list_voices 79 1.3% 20 24

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.

Over time

date tokens tools release measured in change
2026-09-03 6,134 28 not recorded docker —
2026-09-04 6,134 28 0.7.0 docker no change
2026-09-16 6,139 28 0.7.0 docker +5

Full series: results/history.csv.

Re-derive it

npx -y mcp-context-cost verify results/agentphone/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