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The Zoning Signal MCP server costs 4,160 tokens before the first call.

Connect Zoning Signal and its 17 tool definitions are loaded into the model's context on every request — 2.1% of a 200k window spent before your agent does anything.

QUICK ANSWER The Zoning Signal MCP server's tool definitions consume 4,160 tokens — 2.2× the median MCP server (1,905 tokens). A scoped grant exposing only the tools you use cuts that roughly in proportion.

MEASURED FROM SCHEMAS 17 tools · 4,160 tokens · 2.1% of 200k · 0.4% 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 2.1%
1M WINDOW 0.4%

Corpus context: Zoning Signal ranks #1124 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 4,160 tokens go.

Each row is one tool definition as a tools/list entry — name, description and input schema — counted with o200k_base. Average: 245 tokens per tool.

ToolCategoryTokens% of server
submit_agent_feedback Write 516 12.4%
list_entities Read 417 10.0%
describe_meeting Read 390 9.4%
describe_entity Read 310 7.5%
describe_place Read 297 7.1%
list_watch_items Read 295 7.1%
get_track_record Read 274 6.6%
describe_corridor Read 228 5.5%
describe_watch Read 224 5.4%
list_meetings Read 205 4.9%
describe_pattern Read 188 4.5%
semantic_search Read 176 4.2%
meeting_index Read 170 4.1%
list_patterns Read 164 3.9%
list_places Read 155 3.7%
list_corridors Read 78 1.9%
describe_zoning_signal Read 73 1.8%

Most agents use a handful of these tools. They pay for all 17.

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 (245 tokens each).

Grant scopeDefinition costReduction
All 17 tools (no gateway) 4,160 tokens
3 granted tools ~734 tokens −82%
5 granted tools ~1,224 tokens −71%
10 granted tools ~2,447 tokens −41%

Zoning Signal token-cost questions.

How many tokens does the Zoning Signal MCP server use?+

Its 17 tool definitions total 4,160 tokens — 2.1% 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 Zoning Signal 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 Zoning Signal's token usage?+

Expose fewer tools. A PolicyLayer grant scopes Zoning Signal 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 734 tokens, a 82% 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 17 catalogued Zoning Signal tools. Counts refresh with every site build.

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

A PolicyLayer grant scopes Zoning Signal 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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