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Connect Galileo Experimental Prover 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. Stop your AI from blindly accepting claims as truth.

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 · 1 capability

We ship only the actions that matter.

Capability set01 / 01

01

1 capability in this set.

Part of 1 available through Galileo Experimental Prover.

  1. 01

    Validate galileo experiment

    This capability runs a structured reflection to validate experimental reasoning. It checks if your agent questioned authority, designed a repeatable test, isolated a single variable, predicted an outcome, and committed to revising its belief if the evidence contradicts the hypothesis.

Real work

What teams actually run

01

Vendor Benchmarking

Verify if a software vendor's performance claims match your actual production environment.

02

Process Optimization

Test if a specific workflow change actually caused a speed increase by isolating that single change.

03

A/B Test Validation

Check if an experimental design is rigorous enough to produce a valid verdict.

04

Root Cause Analysis

Use scientific logic to ensure you aren't misattributing a system improvement to the wrong variable.

Automate a task

Put Galileo Experimental Prover to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Galileo Experimental Prover 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 Galileo Experimental Prover 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

940ms average. Fast in production.

Galileo Experimental Prover is checked daily against the live service.

Daily averagePeak 1307ms
Oct 3Today
Fastest day
777ms
Slowest day
1307ms
14-day trend
Improving-12%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 1 capability arrives 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 Galileo Experimental Prover, so you can see the experience inside your AI.

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

Galileo Experimental Prover Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_isqYV5nylEKAxwmBsGWpbc0CJmDH7Xhz0HL04bd3/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 — Galileo Experimental Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "galileo-experimental-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_isqYV5nylEKAxwmBsGWpbc0CJmDH7Xhz0HL04bd3/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 Galileo Experimental Prover in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Galileo Experimental Prover owners hand off.

This MCP is built for professionals who cannot afford to make decisions based on assumptions or unverified vendor claims.

  • 01

    Systems Architects

    They use it to validate if a new infrastructure component actually meets performance requirements.

  • 02

    Data Scientists

    They use it to ensure experimental designs isolate the correct variables for model testing.

  • 03

    Product Managers

    They use it to vet feature claims and ensure A/B tests are scientifically sound.

FAQ

Questions Galileo Experimental Prover owners ask.

  • 01

    What does AUTHORITY_DEFERRED mean?

    It means the AI accepted a claim simply because of who said it or because documentation recommended it, rather than using actual evidence.

  • 02

    How does this MCP prevent uncontrolled variables?

    It flags any experiment where more than one thing is changed at the same time, preventing the AI from incorrectly attributing results to a single cause.

  • 03

    Can I use this with any AI client?

    Yes, this MCP works with any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 04

    What is the purpose of the belief revision step?

    It ensures the AI updates its position when new evidence contradicts its hypothesis, preventing persistent dogma.

  • 05

    Does this MCP host the data?

    Yes, Vinkius hosts and manages the MCP so it is ready to use immediately upon connection.

  • 06

    How is this different from the Curie Measurement Prover?

    Curie forces measurement rigor in existing data. Galileo forces experimental DESIGN. question authority, create a NEW test, predict outcomes, revise beliefs. Curie asks 'did you measure correctly?' Galileo asks 'did you design the right experiment?'

  • 07

    What counts as 'authority deference'?

    Accepting a claim because of WHO said it. 'The documentation recommends,' 'the industry standard says,' 'leading companies use'. all authority deference. The source's prestige does not make the claim true. Galileo TESTED Aristotle instead of citing him.

  • 08

    Can I use this for business decisions?

    Yes. 'Customers prefer feature X'. design a test, control variables, predict the outcome, measure. The Galilean method applies wherever claims need testing against reality.

Explore

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