MCP server health, State of MCP census
GoldenMatch
io.github.benseverndev-oss/goldenmatch
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.
Checks
The exact rows akashi check io.github.benseverndev-oss/goldenmatch 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 | warn | probe error: http2: response body closed |
| package pypi | pass | published (2.5.1) |
| remote reachable | pass | HTTP 200 via initialize |
| MCP conformance | pass | initialize handshake ok |
| tools/list | pass | 42 tools: analyze_data, auto_configure, controller_telemetry, agent_deduplicate, agent_match_sources, agent_explain_pair, agent_explain_cluster, agent_review_queue, ... |
| at least one live entrypoint | pass | 2 alive |
Evidence
Packages
- pypi goldenmatch · published(2.5.1)
Remote endpoints
- https://goldenmatch-mcp-production.up.railway.app/mcp/
streamable-http · reachable· HTTP 200· initialize_ok
42 tools: analyze_data, auto_configure, controller_telemetry, agent_deduplicate, agent_match_sources, agent_explain_pair, agent_explain_cluster, agent_review_queue, ...
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.benseverndev-oss/goldenmatchInstall 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.benseverndev-oss/goldenmatch --badge.
Open data, CC BY 4.0. How this census works - denominator, tiers, and what each check does.