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Connect Flat Light Visibility Analyzer to ChatGPT and Claude

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. Navigate low-contrast terrain with better visual clarity.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Flat Light Visibility.

  1. 01

    Get optimal lighting window

    This capability recommends the best time of day for visibility. It looks at your environmental settings to find the clearest window.

  2. 02

    Get polarization benefit

    This capability calculates how much your visual clarity might improve with polarized lenses. It estimates the specific benefit for your current conditions.

  3. 03

    Get terrain risk profile

    Use this to identify specific hazards like hidden obstacles. It evaluates the dangers tied to your current slope and light conditions.

  4. 04

    Get visibility assessment

    This capability provides a full breakdown of current visibility difficulty and safety advice. It gives you a clear look at how hard it will be to read the terrain.

Real work

What teams actually run

01

Pre-Trip Planning

Check the potential benefits of polarized lenses before you head to the mountain.

02

Mid-Day Safety Checks

Ask your agent if the current fog levels make a specific slope too dangerous to navigate.

03

Gear Selection

Determine if high contrast goggles are necessary based on current cloud cover.

04

Timing the Day

Find the specific hour when visibility is expected to be most stable.

One connector, every AI

Flat Light Visibility 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Flat Light Visibility 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

931ms average. Fast in production.

Flat Light Visibility is checked daily against the live service.

Daily averagePeak 1281ms
Oct 3Today
Fastest day
765ms
Slowest day
1281ms
14-day trend
Slowing+6%

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 Flat Light Visibility, so you can see the experience inside your AI.

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

Flat Light Visibility Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_2dN8pJjXF5CeYb4YaLdnhEDjS91ARSTRhHZirI9e/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Flat Light Visibility capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "flat-light-visibility-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_2dN8pJjXF5CeYb4YaLdnhEDjS91ARSTRhHZirI9e/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? Set up Flat Light Visibility in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Flat Light Visibility owners hand off.

This is built for anyone who spends time in high-altitude, low-contrast environments where visibility changes rapidly.

  • 01

    Skiers and Snowboarders

    They use the data to decide if conditions are safe for specific runs.

  • 02

    Mountain Guides

    They hand off environmental data to the agent to assess client safety risks.

  • 03

    Backcountry Explorers

    They use the capability to identify hidden terrain hazards before heading out.

FAQ

Questions Flat Light Visibility owners ask.

  • 01

    How does this MCP help with flat light?

    It analyzes environmental factors like fog and cloud cover to give you a visibility score and identify terrain hazards.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any compatible client like Claude, Cursor, or Windsurf through Vinkius.

  • 03

    What kind of gear advice does it give?

    The MCP can suggest specific goggle types or calculate the benefit of using polarized lenses for your current conditions.

  • 04

    Does it identify specific mountain hazards?

    Yes, the terrain risk profile capability identifies hazards like hidden obstacles based on the light and slope data you provide.

  • 05

    How do I get started?

    You subscribe through Vinkius, which hosts the MCP for you, and then connect your preferred AI client with one click.

  • 06

    How can I assess the danger of current snow conditions?

    You can use the get_terrain_risk_profile capability to evaluate specific hazards like hidden obstacles or avalanche risks based on the slope angle and visibility score.

  • 07

    Can this capability recommend specific eyewear?

    Yes, the get_visibility_assessment capability provides a specific goggle recommendation, such as High Contrast or Yellow/Rose Tint, based on the current light conditions.

  • 08

    Will polarized lenses help in flat light?

    You can use get_polarization_benefit to calculate the estimated improvement in perceived contrast and clarity provided by polarized lenses for your specific snow type.

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