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The Gate MCP server costs 6,006 tokens before the first call.

Connect Gate and its 63 tool definitions are loaded into the model's context on every request — 3.0% of a 200k window spent before your agent does anything.

QUICK ANSWER The Gate MCP server's tool definitions consume 6,006 tokens — 3.2× the median MCP server (1,905 tokens). A scoped grant exposing only the tools you use cuts that roughly in proportion.

MEASURED FROM SCHEMAS 63 tools · 6,006 tokens · 3.0% of 200k · 0.6% 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 3.0%
1M WINDOW 0.6%

Corpus context: Gate ranks #965 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 6,006 tokens go.

Each row is one tool definition as a tools/list entry — name, description and input schema — counted with o200k_base. Average: 95 tokens per tool.

ToolCategoryTokens% of server
cex_launch_list_launch_pool_projects Execute 201 3.3%
cex_fx_get_fx_candlesticks Read 199 3.3%
cex_square_list_square_ai_search Read 191 3.2%
cex_launch_get_candy_drop_activity_list_v4 Execute 176 2.9%
cex_spot_get_spot_candlesticks Read 172 2.9%
cex_spot_get_spot_trades Read 170 2.8%
cex_fx_get_fx_trades Read 167 2.8%
cex_launch_get_hodler_airdrop_project_list Execute 166 2.8%
cex_earn_list_dual_investment_plans Read 164 2.7%
cex_fx_get_fx_premium_index Read 158 2.6%
cex_dc_list_dc_candlesticks Read 151 2.5%
cex_options_list_options_underlying_candlesticks Read 145 2.4%
cex_dc_list_dc_trades Read 143 2.4%
cex_dc_list_dc_order_book Read 141 2.3%
cex_alpha_list_alpha_tokens Read 138 2.3%
cex_fx_get_fx_order_book Read 132 2.2%
cex_options_list_options_candlesticks Read 130 2.2%
cex_options_list_options_trades Read 121 2.0%
cex_options_list_options_settlements Read 119 2.0%
cex_square_list_live_replay Read 119 2.0%
cex_spot_get_spot_order_book Read 116 1.9%
cex_fx_list_contract_stats Read 114 1.9%
cex_dc_list_dc_risk_limit_tiers Read 112 1.9%
cex_fx_list_fx_liq_orders Read 109 1.8%
cex_fx_get_fx_funding_rate Read 108 1.8%
cex_earn_list_earn_fixed_term_products Read 102 1.7%
cex_mcl_get_multi_collateral_current_rate Read 100 1.7%
cex_options_list_options_order_book Read 97 1.6%
cex_launch_get_candy_drop_activity_rules_v4 Execute 95 1.6%
cex_options_get_options_settlement Read 91 1.5%
cex_earn_list_earn_fixed_term_products_by_asset Read 89 1.5%
cex_spot_get_spot_tickers Read 88 1.5%
cex_fx_list_batch_fx_funding_rates Read 80 1.3%
cex_fx_get_fx_risk_limit_table Read 77 1.3%
cex_dc_list_dc_tickers Read 76 1.3%
cex_dc_get_dc_contract Read 75 1.2%
cex_fx_list_fx_contracts Read 74 1.2%
cex_alpha_list_alpha_tickers Read 73 1.2%
cex_options_list_options_contracts Read 72 1.2%
cex_alpha_list_alpha_currencies Read 71 1.2%
cex_dc_list_dc_insurance_ledger Read 69 1.1%
cex_fx_get_fx_tickers Read 65 1.1%
cex_fx_get_index_constituents Read 63 1.0%
cex_fx_get_fx_contract Read 61 1.0%
cex_options_list_options_underlying_tickers Read 61 1.0%
cex_fx_list_fx_insurance_ledger Read 59 1.0%
cex_margin_get_market_margin_tier Read 58 1.0%
cex_margin_get_uni_currency_pair Read 58 1.0%
cex_options_list_options_expirations Read 58 1.0%
cex_options_list_options_tickers Read 57 0.9%
cex_spot_get_currency_pair Read 57 0.9%
cex_dc_list_dc_contracts Read 50 0.8%
cex_options_get_options_contract Read 47 0.8%
cex_spot_get_currency Read 45 0.7%
cex_mcl_get_multi_collateral_ltv Read 43 0.7%
cex_mcl_get_multi_collateral_fix_rate Read 38 0.6%
cex_mcl_list_multi_collateral_currencies Read 37 0.6%
cex_margin_list_uni_currency_pairs Read 30 0.5%
cex_options_list_options_underlyings Read 27 0.4%
cex_spot_list_currency_pairs Read 27 0.4%
cex_earn_list_uni_currencies Read 26 0.4%
cex_spot_list_currencies Read 25 0.4%
cex_activity_list_activity_types Read 23 0.4%

Most agents use a handful of these tools. They pay for all 63.

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 (95 tokens each).

Grant scopeDefinition costReduction
All 63 tools (no gateway) 6,006 tokens
3 granted tools ~286 tokens −95%
5 granted tools ~477 tokens −92%
10 granted tools ~953 tokens −84%

Gate token-cost questions.

How many tokens does the Gate MCP server use?+

Its 63 tool definitions total 6,006 tokens — 3.0% 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 Gate 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 Gate's token usage?+

Expose fewer tools. A PolicyLayer grant scopes Gate 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 286 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 63 catalogued Gate tools. Counts refresh with every site build.

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

A PolicyLayer grant scopes Gate to the tools you actually allow. Ungranted definitions never load, and every call that does run is checked against policy first.

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

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