Connect
Install the endpoint and inspect its tools, resources, and prompts.
MCP ADOPTION LAB / PUBLIC BETA
Bring your AI.
Leave verifiable evidence.
Choose the client you already use. Install one public endpoint, make one free call, and verify the receipt in your browser.
No account. No API key. No purchase in the first task.
Live 7-day adoption evidenceLoading public snapshot…
- Observed tool requests
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- Identified tool requests
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- Receipt requests
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- Provider-verified requests
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01 / INSTALL
Use the AI client already on your machine
The endpoint is the same. Installation differs by product, plan, and policy.
02 / FIRST PROOF
Ask for proof before asking for value
This task calls a zero-input, read-only tool. It does not purchase the evidence package.
Paste this into your AI after installation
Then paste the returned receipt into the browser-local verifier.
Open receipt verifier
03 / TRUTHFUL FUNNEL
Traffic is not adoption
The public counter only moves when the edge observes a request. Anonymous history stays anonymous.
What the numbers do not prove
An initialize handshake is not an AI user. A tool request is not a successful result. Client identity is not carried across stateless requests, so unattributed calls are never relabeled as external AI.
Inspect the signed snapshot input04 / VALUE LADDER
Free proof first. Paid evidence only by explicit choice.
The product earns trust before asking for payment.
Connection receipt
Generate a checksum-bound receipt and verify it locally.
Public surface audit
Audit one public URL for machine-readable readiness.
Open free auditEvidence package
A paid report remains locked until the user explicitly authorizes the purchase.
Inspect paid endpoint05 / SOURCES