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The Carrier MCP: Give Your AI Agent Global Connectivity MCP server costs 12,326 tokens before the first call.

Connect Carrier MCP: Give Your AI Agent Global Connectivity and its 65 tool definitions are loaded into the model's context on every request — 6.2% of a 200k window spent before your agent does anything.

QUICK ANSWER The Carrier MCP: Give Your AI Agent Global Connectivity MCP server's tool definitions consume 12,326 tokens — 6.5× the median MCP server (1,905 tokens). A scoped grant exposing only the tools you use cuts that roughly in proportion.

MEASURED FROM SCHEMAS 65 tools · 12,326 tokens · 6.2% of 200k · 1.2% of 1M Method →

What that buys before your agent starts working.

Tool definitions are overhead: they occupy context on every request and compete with your code, documents and conversation history for the same window.

200K WINDOW 6.2%
1M WINDOW 1.2%

Corpus context: Carrier MCP: Give Your AI Agent Global Connectivity ranks #127 of 3,213 measured MCP servers by definition cost. The median is 1,905 tokens, p90 is 7,952, and the heaviest (Fusionauth) is 183,337 — 92% of a 200k window on its own.

Where the 12,326 tokens go.

Each row is one tool definition as a tools/list entry — name, description and input schema — counted with o200k_base. Average: 190 tokens per tool.

ToolCategoryTokens% of server
carrier_ask Read 415 3.4%
list_recent_ocs_events Read 407 3.3%
modify_subscriber_package_active_period Write 321 2.6%
set_subscriber_traffic_restrictions Write 290 2.4%
affect_subscriber_phone_number Write 286 2.3%
change_sim_status Destructive 263 2.1%
hlr_set_bitrate Write 257 2.1%
modify_subscriber_steering_list Write 257 2.1%
send_sms Write 254 2.1%
modify_account_balance Write 252 2.0%
modify_template_throttling Write 250 2.0%
modify_package_expiry Write 240 1.9%
modify_package_limits Write 239 1.9%
stop_resume_recurring_package Destructive 236 1.9%
subscriber_network_events Execute 232 1.9%
modify_subscriber_balance Write 225 1.8%
modify_subscriber_contact_info Write 225 1.8%
subscriber_usage Execute 223 1.8%
move_subscriber_range_to_account Write 222 1.8%
modify_template_core Write 220 1.8%
modify_subscriber_status Destructive 219 1.8%
modify_template_recurring Write 216 1.8%
push_steering_to_subscriber Write 216 1.8%
modify_subscriber_mobile_plan Write 215 1.7%
modify_subscriber_voip_plan Write 215 1.7%
modify_package_status Write 213 1.7%
clean_all_packages Destructive 212 1.7%
delete_subscriber_package Destructive 211 1.7%
assign_package Write 209 1.7%
list_subscribers Read 206 1.7%
get_subscriber Read 204 1.7%
list_steering_lists Read 201 1.6%
assign_recurring_package Write 201 1.6%
create_location_zone Write 201 1.6%
create_package_template Write 196 1.6%
reset_subscriber_gz_counter Destructive 190 1.5%
get_subscriber_location_by_cell_id Read 185 1.5%
get_tariff Read 180 1.5%
carrier_ask_describe Read 179 1.5%
list_subscriber_packages Read 175 1.4%
list_package_templates Read 173 1.4%
list_detailed_location_zones Read 172 1.4%
list_reseller_accounts Read 168 1.4%
list_destination_lists Read 165 1.3%
esim_status_per_account Read 157 1.3%
list_destination_prefixes Read 157 1.3%
hlr_get_bitrate Read 153 1.2%
get_sim_provider_status Read 152 1.2%
get_subscriber_location Read 150 1.2%
list_location_zones Read 150 1.2%
list_sponsors Read 143 1.2%
subscriber_active_period Read 137 1.1%
get_reseller_info Read 134 1.1%
provision_esim_wizard Read 134 1.1%
balance_topup_form Execute 132 1.1%
list_network_profiles Read 103 0.8%
high_cost_subscribers Read 88 0.7%
audit_network_coverage Read 73 0.6%
fleet_health_app Read 72 0.6%
churn_risk Read 63 0.5%
fleet_health Read 62 0.5%
diagnose_subscriber Read 60 0.5%
detect_usage_anomalies Read 59 0.5%
marketing_intelligence Read 56 0.5%
optimize_package Read 55 0.4%

Most agents use a handful of these tools. They pay for all 65.

A PolicyLayer grant exposes only the tools you allow — ungranted definitions are filtered out of the tool list, so they never enter the context window. Estimates below assume typical-weight tools (190 tokens each).

Grant scopeDefinition costReduction
All 65 tools (no gateway) 12,326 tokens
3 granted tools ~569 tokens −95%
5 granted tools ~948 tokens −92%
10 granted tools ~1,896 tokens −85%

Carrier MCP: Give Your AI Agent Global Connectivity token-cost questions.

How many tokens does the Carrier MCP: Give Your AI Agent Global Connectivity MCP server use?+

Its 65 tool definitions total 12,326 tokens — 6.2% of a 200k context window — measured with tiktoken o200k_base over the serialised tools/list payload. Exact counts vary slightly by client and model.

Why does Carrier MCP: Give Your AI Agent Global Connectivity consume tokens before I send a message?+

MCP clients load every connected server's tool definitions — name, description, and input schema — into the model's context so it knows what it can call. That payload is charged against your context window on every request, whether or not a tool is used.

How do I reduce Carrier MCP: Give Your AI Agent Global Connectivity's token usage?+

Expose fewer tools. A PolicyLayer grant scopes Carrier MCP: Give Your AI Agent Global Connectivity to only the tools you allow — ungranted definitions are filtered out of the tool list, so they never enter the context window. A grant of 3 typical tools costs roughly 569 tokens, a 95% reduction.

Does deferred tool loading fix this?+

Partially, in some clients. Claude Code defers MCP tool schemas behind a tool-search step by default, and VS Code has experimental grouping — but you still pay tokens per search and reload, and Cursor, Windsurf and Gemini CLI load definitions upfront. Reducing the exposed tool set cuts the cost in every client.

How these numbers were measured.

01
Serialisation

Each tool is serialised as a tools/list entry — name, description, input schema — from the schemas in the PolicyLayer scan database. Clients differ slightly in framing, so treat counts as close estimates.

02
Tokeniser

tiktoken o200k_base (GPT-4o/o-series). Anthropic's current tokeniser isn't published, so Claude's exact counts will differ; for English text and JSON schemas the totals are close enough to treat these as estimates.

03
Deferred loading

Some clients now defer schema loading (Claude Code's tool search; VS Code experimental grouping). You still pay per search and reload — and Cursor, Windsurf and Gemini CLI load everything upfront.

Computed 07-06-2026 from the PolicyLayer scan database over all 65 catalogued Carrier MCP: Give Your AI Agent Global Connectivity tools. Counts refresh with every site build.

Expose only the tools you use — the rest never enter your context.

A PolicyLayer grant scopes Carrier MCP: Give Your AI Agent Global Connectivity to the tools you actually allow. Ungranted definitions never load, and every call that does run is checked against policy first.

Free to start. No card required.

4,600+ MCP servers and 31,000+ tools scanned and risk-classified.

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