MCP server health, State of MCP census

Eval Engine API

io.github.invertedhoologan/eval-engine-mcp

Pay-per-call AI evaluation MCP server. Score LLM outputs against benchmark rubrics via Workers AI.

healthy checked 2026-07-22 · 6/8 checks passed · keyless

Checks

The exact rows akashi check io.github.invertedhoologan/eval-engine-mcp prints, from the 2026-07-22 census.

CheckStatusDetail
registry statuspassactive
server.json validpassvalidates against its declared JSON Schema
repo reachableskipno repository declared
remote reachablepassHTTP 200 via initialize
MCP conformancepassinitialize handshake ok
tools/listpass3 tools: evaluate, list_benchmarks, get_benchmark
at least one live entrypointpass1 alive
spec 2026-07-28warnneeds-migration: no server/discover, routing headers not enforced

Spec 2026-07-28 readiness

Verdict: needs-migration(no server/discover; routing headers not enforced). Measured against the 2026-07-28 release candidate (ruleset 2026-07-28-rc) with read-only, keyless calls; see the ecosystem readiness report for how this server compares.

Accepts handshake-free callsyes
server/discover implementedno
Session independenceyes
Routing headers enforcedignored

Advisory: no resultType on results; no cache metadata on list results; negotiates 2024-11-05.

Evidence

Repository

No repository declared.

Packages

No packages declared.

Remote endpoints

server.json

validagainst its declared schema

One of 18032 servers in the 2026-07-22 State of MCP census: 14367 healthy (79.7%), 2850 degraded (15.8%), 724 dead (4.0%), 91 unknown (0.5%).

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.invertedhoologan/eval-engine-mcp

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 io.github.invertedhoologan/eval-engine-mcp --badge.

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