MCP server health, State of MCP census

AI Visibility Checker

io.github.krisdiallo/aivis

AI visibility checker: GPTBot vs OAI-SearchBot, robots.txt audit, raw-HTML schema. 165 crawlers.

healthy checked 2026-09-13 · 6/8 checks passed · keyless

Checks

The exact rows akashi check io.github.krisdiallo/aivis prints, from the 2026-09-13 census.

Check	Status	Detail
registry status	pass	active
server.json valid	pass	validates against its declared JSON Schema
repo reachable	pass	exists
repo freshness	pass	pushed 15d ago
package mcpb	skip	https://github.com/krisdiallo/ecom-agent/releases/download/v1.5.3/aivis.mcpb not keyless-probeable
package oci	skip	ghcr.io/krisdiallo/aivis:1.5.3 not keyless-probeable
at least one live entrypoint	pass	1 alive
license present	pass	MIT

Spec 2026-07-28 readiness

No runtime readiness verdict: this server has no keylessly reachable conformant MCP endpoint (package-only, auth-gated, or down at census time), so its behavior against the 2026-07-28 revision cannot be measured without credentials. Absence of evidence is recorded as absence, never guessed. Ecosystem numbers: the readiness report.

Evidence

Repository

github · alive

https://github.com/krisdiallo/ecom-agent

Packages

mcpb https://github.com/krisdiallo/ecom-agent/releases/download/v1.5.3/aivis.mcpb · unprobed
oci ghcr.io/krisdiallo/aivis:1.5.3 · unprobed

Remote endpoints

No remote endpoint declared.

server.json

validagainst its declared schema

One of 31538 servers in the 2026-09-13 State of MCP census: 25411 healthy (80.6%), 4667 degraded (14.8%), 1184 dead (3.8%), 276 unknown (0.9%).

Verify it yourself

This page is a static read of one dated probe. Run the same check locally, any time, with no key:

$ akashi check io.github.krisdiallo/aivis

Install Akashi - single Go binary, zero keys, MIT licensed.

Prefer the data? This page has a machine-readable record carrying the same checks, verdict and census date, under the same methodology.

Is this your server?

Claiming a server (an auto-refreshing badge and a verified publisher profile) is coming soon. Until then, embed the verified-on-date badge yourself with akashi check io.github.krisdiallo/aivis --badge.

Open data, CC BY 4.0. How this census works - denominator, tiers, and what each check does.