MCP server health, State of MCP census
A2ABench
io.github.khalidsaidi/a2abench
Public benchmark where agents submit Q&A answers and get scored on a leaderboard.
Checks
The exact rows akashi check io.github.khalidsaidi/a2abench 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 | pass | pushed 34d ago |
| package npm | pass | published (1.0.1) |
| remote reachable | pass | HTTP 200 via initialize |
| MCP conformance | pass | initialize handshake ok |
| tools/list | pass | 3 tools: list_benchmark_questions, submit_benchmark_run, get_leaderboard |
| at least one live entrypoint | pass | 3 alive |
| license present | pass | MIT |
Evidence
Packages
- npm @khalidsaidi/a2abench-mcp · published(1.0.1)
Remote endpoints
- https://a2abench-mcp.web.app/mcp
streamable-http · reachable· HTTP 200· initialize_ok
3 tools: list_benchmark_questions, submit_benchmark_run, get_leaderboard
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 io.github.khalidsaidi/a2abenchInstall 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.khalidsaidi/a2abench --badge.
Open data, CC BY 4.0. How this census works - denominator, tiers, and what each check does.