What can this MCP do with my route data?

It analyzes route complexity, finds redundant waypoints, calculates segment density, and validates route integrity.

Which AI clients can use this MCP?

You can use it with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

How does it identify redundant waypoints?

It looks for waypoints that are placed too closely together based on a defined threshold.

Can I check for errors in a specific part of a route?

Yes, you can use the segment density capability to look at specific indices or parts of a path.

Do I need to host the MCP myself?

No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.

How can I check if a route is valid?

You can use the validate_route_integrity capability to check for logical errors or insufficient data.

How do I find redundant waypoints?

Use identify_redundant_waypoints with a specific distance threshold to find indices of waypoints that are too close together.

Can I see the total number of waypoints in a route?

Yes, the get_route_stats capability provides the total waypoint count and segment count for any given route ID.

Download PDF Markdown Version

Connect Waypoint Counter to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Clean up messy navigation paths and optimize waypoint placement.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

How Vinkius works: one connection, every tool, in any AI

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Complete set · 4 capabilities

The complete Waypoint Counter capability set.

These are the exact actions your AI can choose when you ask it to work with Waypoint Counter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Waypoint Counter.

01
Calculate segment density
This capability determines how frequently waypoints occur within a specific part of a route. It helps you find clusters or gaps in your path data.
02
Get route stats
This capability provides a high-level summary of a route's total complexity and composition. Use it to get a quick overview of any path.
03
Identify redundant waypoints
This capability locates waypoints that are placed too closely together. It is useful for cleaning up inefficient or cluttered paths.
04
Validate route integrity
This capability checks a route for logical errors. It ensures your navigation data meets the necessary requirements to function correctly.

One connector, every AI

Waypoint Counter works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Waypoint Counter to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

971ms average. Fast in production.

Waypoint Counter is checked daily against the live service.

Daily averagePeak 1021ms

Sep 24Today

Fastest day: 908ms
Slowest day: 1021ms
14-day trend: Stable+1%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Waypoint Counter, so you can see the experience inside your AI.

It does not authenticate your account with Waypoint Counter. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Waypoint Counter Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_UrdaXnx4ZUUAKCQ8HNnlgz6UcwhCfw3dp9YsnrGV/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Waypoint Counter capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "waypoint-counter-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_UrdaXnx4ZUUAKCQ8HNnlgz6UcwhCfw3dp9YsnrGV/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? How to give Claude access to Waypoint Counter

See all the AI clients this connector works with ↑

Who it's for

Built for the work Waypoint Counter owners hand off.

This MCP is built for professionals working with spatial data and automated navigation systems.

01
Logistics Engineers
They hand off route datasets to the AI to check for efficiency and errors.
02
Robotics Developers
They use the capability to ensure waypoint density is appropriate for autonomous movement.
03
GIS Analysts
They use the agent to audit large sets of navigational coordinates.

FAQ

Questions Waypoint Counter owners ask.

01
What can this MCP do with my route data?
It analyzes route complexity, finds redundant waypoints, calculates segment density, and validates route integrity.
02
Which AI clients can use this MCP?
You can use it with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
03
How does it identify redundant waypoints?
It looks for waypoints that are placed too closely together based on a defined threshold.
04
Can I check for errors in a specific part of a route?
Yes, you can use the segment density capability to look at specific indices or parts of a path.
05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.
06
How can I check if a route is valid?
You can use the validate_route_integrity capability to check for logical errors or insufficient data.
07
How do I find redundant waypoints?
Use identify_redundant_waypoints with a specific distance threshold to find indices of waypoints that are too close together.
08
Can I see the total number of waypoints in a route?
Yes, the get_route_stats capability provides the total waypoint count and segment count for any given route ID.

Explore

More in Logistics

Connect Waypoint Counter to Claude, Cursor, ChatGPT & more

Connect Waypoint Counter to ChatGPT, Claude and Gemini

Your AI does the work. We keep it safe and sound.