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mcp benchmark · capability

MCP servers by capability: databases

136 MCP servers, 6 of them no longer answering. 28 breaking contract changes across 14 of them. That is 4.4 percent gone silent against 4.1 percent across all 20,340 observed servers, and 13.1 tools per server against 13.1 overall.

SOURCE: own observation

What capability means here

Derived from the server's own tool names, not from a registry category — the registry does not assign any. First matching stem wins, servers without a clear match carry no topic.

This group against all servers

Every figure is measured, not estimated. The comparison row below each value is the same measure across all 20,340 servers we observe, so the group can be placed rather than merely described.

Servers136
Gone silent6 (4.4 %)
Gone silent, all servers4.1 %
Breaking contract changes28
Servers affected14
Tools per server13.1
Tools per server, all13.1
No authentication134 (98.5 %)
No authentication, all62.5 %

The servers

Ordered by breaking changes, then tool count. Each one opens its full observation history.

ServerToolsBreakingAuthState
io.github.basis-protocol/basis813openreachable
ai.myriade/myriade282Bearerreachable
com.marketaiverse/marketaiverse222openreachable
io.github.gateio-dev/gate-mcp921openreachable
io.github.Schoasch/backtesting-arena491openreachable
ru.maxzoa/1cent461openreachable
io.github.imokokok/insight-oracle401openreachable
io.github.speteai/agentdata-mcp351opensilent 2026-09-07
com.windowsforum/mcp-server291http_403reachable
com.googleapis.sqladmin/mcp151openreachable
money.barker/stablecoin-yield121openreachable
ai.drillr/drillr101openreachable
si.findadoctor.api/us-doctor-finder91openreachable
com.maltaresidencycost/site31openreachable
gg.unicum/wot-stats1060openreachable
to.agentservices/agentservices640opensilent 2026-10-02
com.trustbaselab/rcb-data590openreachable
com.cryptowhaleinsights/whale-insights560openreachable
io.github.ContentWriterco/compabase500openreachable
io.github.elevasyncsolutions-jpg/cryptodata-api480openreachable
dev.tanod/finance310openreachable
io.github.beepboop2025/liquilens240openreachable
io.github.cabbageandtea/sqlguard240openreachable
io.sqlguard/sqlguard240openreachable
dev.rossdata/data-dictionary210openreachable
io.github.bitcompare/mcp-server210openreachable
io.github.ContentWriterco/monitly210openreachable
ai.mitosislabs/mitosis200openreachable
com.yieldcave/yieldcave190openreachable
com.voxodds/voxodds180openreachable
io.github.bakyang2/kr-crypto-intelligence180openreachable
io.github.mercuryx402/mercury-x402-mcp180openreachable
xyz.47620/evm-data180openreachable
io.github.achildrenmile/oeradio-mcp170opensilent 2026-09-01
io.github.xyzzylabs/tc39-mcp170openreachable
ge.meni/guest160openreachable
in.termal/termalin-web160openreachable
io.github.ZadenGG/x402-zadenworks160openreachable
art.maddegen.agent/synapse-chain150openreachable
com.fininfostation/tw-finance150openreachable
io.github.PilotSuite/crystalram-open-commons150openreachable
com.ainetcafe/netcafe-devkit140openreachable
com.googleapis.bigtableadmin/mcp140openreachable
io.github.tdavidson/mcp-hemrock130openreachable
org.georgiacivicdata/georgia-civic-data130openreachable
finance.shibui/data120openreachable
io.github.sanjaysgk/can-immune120openreachable
io.github.xOrbuc/orbuc120openreachable
io.tooloracle/arbitrumoracle120openreachable
com.ainetcafe/netcafe-live-data110openreachable
dev.buddylists.www/buddylists110openreachable
vote.andre/elections110openreachable
io.github.ddevetak/footballcharts-mcp100openreachable
com.cve-security/cve-intelligence90openreachable
com.stat-api/sports-data90openreachable
app.railway.up.payments-intel-production/payments-intel80openreachable
ar.energetica/data80openreachable
com.agoraverify/agora-omega80openreachable
com.dataplex-consulting/healthcare-data80openreachable
io.github.ofomojolclaude/african-mutual-funds80openreachable

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