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The Web Bridge MCP server costs 6,619 tokens before the first call.

Every request your agent makes carries every tool definition this server exposes — context your code, documents and conversation can't use, mostly for tools the agent never calls. You don't need them all in the window, and you don't have to pay for them.

QUICK ANSWER The Web Bridge MCP server's 15 tool definitions consume 6,619 tokens — 3.3% of a 200k context window, and 3.2× the median MCP server (2,069 tokens). A scoped grant exposing only the tools you use cuts that roughly in proportion.

MEASURED FROM SCHEMAS tiktoken o200k_base · rank #1001 of 3,354 measured servers · refreshed every build Method →

What that costs 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 3.3%
1M WINDOW 0.7%

Corpus context: Web Bridge ranks #1001 of 3,354 measured MCP servers by definition cost. The median is 2,069 tokens, p90 is 11,359, and the heaviest (SmartBear MCP) is 137,725 — 69% of a 200k window on its own. New to this? See MCP token cost and context window in the glossary.

Where the 6,619 tokens go.

Each row is one tool definition as a tools/list entry — name, description and input schema — counted with o200k_base. Average: 441 tokens per tool.

ToolCategoryTokens% of server
Scroll Execute 914 13.8%
Swipe Execute 831 12.6%
Input Execute 747 11.3%
DragAndDrop Execute 531 8.0%
KeyboardPress Execute 491 7.4%
ClearInput Execute 405 6.1%
RightClick Execute 387 5.8%
Hover Execute 385 5.8%
assert Write 383 5.8%
Tap Execute 382 5.8%
act Execute 367 5.5%
CursorMove Execute 325 4.9%
web_connect Execute 216 3.3%
take_screenshot Read 206 3.1%
web_disconnect Execute 49 0.7%

Your agent uses a handful of these tools. It pays for all 15.

You don't need all 15 of those definitions in the window. PolicyLayer is an MCP gateway that sits in front of Web Bridge: only the tools you grant are exposed to the agent, the rest never load. A smaller window means a sharper agent — less noise when it picks a tool — and every request costs less:

Grant scopeDefinition costReduction
All 15 tools (no gateway) 6,619 tokens
3 granted tools ~1,324 tokens −80%
5 granted tools ~2,206 tokens −67%
10 granted tools ~4,413 tokens −33%
  1. Create a free account and register Web Bridge — nothing to install.
  2. Grant only the tools you use — ungranted definitions never enter the context window.
  3. Point your MCP client (Claude, Cursor, anything) at your gateway URL.
CUT WEB BRIDGE TOKEN COST →

Instant setup, no code required.

Web Bridge token-cost questions.

How many tokens does the Web Bridge MCP server use?+

Its 15 tool definitions total 6,619 tokens — 3.3% 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 Web Bridge 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 Web Bridge's token usage?+

Expose fewer tools. A PolicyLayer grant scopes Web Bridge 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 1,324 tokens, a 80% 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 06-07-2026 from the PolicyLayer scan database over all 15 catalogued Web Bridge tools. Counts refresh with every site build.

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

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

Instant setup, no code required.

43,000+ MCP servers and 220,000+ tools scanned and risk-classified.

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