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The Figma API Integration MCP server costs 1,318 tokens before the first call.

Connect Figma API Integration and its 18 tool definitions are loaded into the model's context on every request — 0.7% of a 200k window spent before your agent does anything.

QUICK ANSWER The Figma API Integration MCP server's tool definitions consume 1,318 tokens — below the median MCP server (1,905 tokens). A scoped grant exposing only the tools you use cuts that roughly in proportion.

MEASURED FROM SCHEMAS 18 tools · 1,318 tokens · 0.7% of 200k · 0.1% 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 0.7%
1M WINDOW 0.1%

Corpus context: Figma API Integration ranks #1929 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 1,318 tokens go.

Each row is one tool definition as a tools/list entry — name, description and input schema — counted with o200k_base. Average: 73 tokens per tool.

ToolCategoryTokens% of server
get_image Read 178 13.5%
post_comment Write 142 10.8%
get_file_nodes Read 111 8.4%
get_file Read 101 7.7%
get_project_files Read 89 6.8%
get_team_component_sets Read 73 5.5%
get_team_components Read 71 5.4%
get_team_projects Read 71 5.4%
get_team_styles Read 71 5.4%
delete_comment Destructive 64 4.9%
set_api_key Write 59 4.5%
get_image_fills Read 51 3.9%
get_comments Read 45 3.4%
get_file_components Read 44 3.3%
get_file_styles Read 44 3.3%
get_component Read 36 2.7%
get_style Read 36 2.7%
check_api_key Read 32 2.4%

Most agents use a handful of these tools. They pay for all 18.

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 (73 tokens each).

Grant scopeDefinition costReduction
All 18 tools (no gateway) 1,318 tokens
3 granted tools ~220 tokens −83%
5 granted tools ~366 tokens −72%
10 granted tools ~732 tokens −44%

Figma API Integration token-cost questions.

How many tokens does the Figma API Integration MCP server use?+

Its 18 tool definitions total 1,318 tokens — 0.7% 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 Figma API Integration 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 Figma API Integration's token usage?+

Expose fewer tools. A PolicyLayer grant scopes Figma API Integration 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 220 tokens, a 83% 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 18 catalogued Figma API Integration tools. Counts refresh with every site build.

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

A PolicyLayer grant scopes Figma API Integration 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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