MCP server health, State of MCP census

OpenAI Tools MCP Server

ai.com.mcp/openai-tools

Focused MCP server for OpenAI image/audio generation (v2.0.0). Wraps endpoints via HAPI CLI.

healthy checked 2026-07-02 · 6/9 checks passed · keyless

Checks

The exact rows akashi check ai.com.mcp/openai-tools prints, from the 2026-07-02 census.

Check	Status	Detail
registry status	pass	active
server.json valid	pass	validates against its declared JSON Schema
repo reachable	pass	exists
repo freshness	warn	no push in 124d
remote reachable	pass	HTTP 200 via initialize
MCP conformance	warn	handshake ok but JSON-RPC id not echoed
tools/list	warn	could not complete a full MCP session
at least one live entrypoint	pass	2 alive
license present	pass	MIT

Evidence

Repository

github · alive

https://github.com/la-rebelion/hapimcp

Packages

No packages declared.

Remote endpoints

https://openai-tools.run.mcp.com.ai/mcp
streamable-http · reachable· HTTP 200· initialize_ok

server.json

validagainst its declared schema

One of 14559 servers in the 2026-07-02 State of MCP census: 11582 healthy (79.6%), 2212 degraded (15.2%), 596 dead (4.1%), 169 unknown (1.2%).

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 ai.com.mcp/openai-tools

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

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 ai.com.mcp/openai-tools --badge.

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