Home / Token cost / Conformy

The Conformy MCP server costs 3,541 tokens before the first call.

Connect Conformy and its 17 tool definitions are loaded into the model's context on every request — 1.8% of a 200k window spent before your agent does anything.

QUICK ANSWER The Conformy MCP server's tool definitions consume 3,541 tokens — around 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 · 3,541 tokens · 1.8% 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 1.8%
1M WINDOW 0.4%

Corpus context: Conformy ranks #1223 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 3,541 tokens go.

Each row is one tool definition as a tools/list entry — name, description and input schema — counted with o200k_base. Average: 208 tokens per tool.

ToolCategoryTokens% of server
classify_ai_system Read 643 18.2%
classify_nis2_entity Read 498 14.1%
generate_document_section Write 338 9.5%
create_document Write 286 8.1%
update_document_answers Write 215 6.1%
generate_document Write 214 6.0%
get_document_template Read 199 5.6%
export_document Write 174 4.9%
get_document Read 163 4.6%
get_requirements Read 147 4.2%
list_documents Read 129 3.6%
get_generation_status Read 106 3.0%
check_nis2_obligations Read 104 2.9%
list_nis2_sectors Read 87 2.5%
check_deadline Read 86 2.4%
list_annex_iii_categories Read 86 2.4%
check_credits Read 66 1.9%

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 (208 tokens each).

Grant scopeDefinition costReduction
All 17 tools (no gateway) 3,541 tokens
3 granted tools ~625 tokens −82%
5 granted tools ~1,041 tokens −71%
10 granted tools ~2,083 tokens −41%

Conformy token-cost questions.

How many tokens does the Conformy MCP server use?+

Its 17 tool definitions total 3,541 tokens — 1.8% 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 Conformy 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 Conformy's token usage?+

Expose fewer tools. A PolicyLayer grant scopes Conformy 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 625 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 Conformy tools. Counts refresh with every site build.

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

A PolicyLayer grant scopes Conformy 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.

// GET IN TOUCH

Have a question or want to learn more? Send us a message.

Message sent.

We'll get back to you soon.