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The Gangsterke Tia Portal MCP server costs 773 tokens before the first call.

Connect Gangsterke Tia Portal and its 12 tool definitions are loaded into the model's context on every request — 0.4% of a 200k window spent before your agent does anything.

QUICK ANSWER The Gangsterke Tia Portal MCP server's tool definitions consume 773 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 12 tools · 773 tokens · 0.4% 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 0.4%
1M WINDOW 0.1%

Corpus context: Gangsterke Tia Portal ranks #2442 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 773 tokens go.

Each row is one tool definition as a tools/list entry — name, description and input schema — counted with o200k_base. Average: 64 tokens per tool.

ToolCategoryTokens% of server
list_blocks Read 103 13.3%
export_block Write 93 12.0%
get_block_code Read 85 11.0%
export_opcua_interface Write 79 10.2%
get_tag_table Read 78 10.1%
search_tag Read 75 9.7%
open_project Write 62 8.0%
get_opcua_interface_info Read 55 7.1%
get_hardware_config Read 53 6.9%
get_project_info Read 30 3.9%
list_plcs Read 30 3.9%
close_project Write 30 3.9%

Most agents use a handful of these tools. They pay for all 12.

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 (64 tokens each).

Grant scopeDefinition costReduction
All 12 tools (no gateway) 773 tokens
3 granted tools ~193 tokens −75%
5 granted tools ~322 tokens −58%
10 granted tools ~644 tokens −17%

Gangsterke Tia Portal token-cost questions.

How many tokens does the Gangsterke Tia Portal MCP server use?+

Its 12 tool definitions total 773 tokens — 0.4% 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 Gangsterke Tia Portal 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 Gangsterke Tia Portal's token usage?+

Expose fewer tools. A PolicyLayer grant scopes Gangsterke Tia Portal 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 193 tokens, a 75% 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 12 catalogued Gangsterke Tia Portal tools. Counts refresh with every site build.

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

A PolicyLayer grant scopes Gangsterke Tia Portal 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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