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For AI agents and integrations

Mariner GPS Tools API & MCP

Bring Mariner GPS Tools navigation capabilities into your apps, automations, and AI agents through REST or MCP.

REST APImarinergps.tools/api/v1
MCP servermarinergps.tools/mcp

Navigation tools built to integrate

Call each capability through a versioned REST endpoint, or let an AI agent discover and use it through MCP.

Reliable results with less model reasoning

Let your AI agent delegate navigation calculations instead of reasoning through them itself. Mariner GPS Tools provides deterministic, structured results while reducing the model work needed to reach an answer.

84%

fewer generated model tokens

Median across 9 tested models.

100%

correct with MCP

594/594 production MCP observations within tolerance.

91.6%

correct without MCP

594 observations answered by the model alone.

Deterministic calculations

Navigation results come from dedicated calculation functions, not probabilistic model reasoning.

Structured outputs

Machine-readable results can be consumed directly or passed into larger agent workflows.

Automatic discovery

New Mariner GPS Tools capabilities can become available to MCP clients without requiring a new integration for each tool.

Measured September 2026 · 9 models · 22 navigation cases · 3 repetitions · 1188 observations · Production MCP

Benchmark methodology and full results

Ready when you are

Build with Mariner GPS Tools

Start with the quickstart, then issue a free key from your account when you are ready to make requests.