MCP reliability dashboard

14803 remote MCP servers · 22 hours of data · last run 2026-09-05 23:21:38

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Raw data API ↗

Time series of all measurements — for analysis and data delivery.

API documentation (Swagger) ↗

95%

14016/14803 servers responding

Era readable

60%

8895/14803 — the rest behind auth

Speaking 2026-07-28

1139

1139 of 8895 readable servers

Pure modern

135

servers that dropped legacy

Era distribution — by run

Each column is one probe run. The value is not in a single snapshot but in how these columns shift over time.

Spec transition curve

Transition to the 2026-07-28 stateless spec — share of readable servers speaking modern/dual. 12-month window.

Servers online

Servers online vs total measured per run — the pulse of the ecosystem.

Era transitions

Points where servers switched protocol era — the pulse of the legacy→modern migration.

green-api-mcp-gatewayAuth-gated→Legacy05.09 23:21
eurocollis-mcpUnknown→Legacy05.09 23:21
signal8-mcpLegacy→Unknown05.09 23:21
agentdatum-datahubUnknown→Legacy05.09 23:21
bnm-data-shopLegacy→Unknown05.09 21:39
apivideo-mcpLegacy→Unknown05.09 21:39
tempmd-remoteUnknown→Legacy05.09 21:39
canada-payrollLegacy→Unknown

Response time (p50, all runs)

Median across probe legs. Measured even for servers returning 401 — availability needs no auth.

Servers

Table view of the charts — colour alone never carries meaning.

Server▲	Era	Up	p50 ms	Probes	Last probe
io.github.0xdirectping/escrow https://0xdirectping.com/mcp	Unreachable	0% 24s 0% · 7g 0%	15003	18	05.09 21:39
io.sslip.195.82.231.168/agent-data-api https://168.231.82.195.sslip.io/mcp	Unreachable	0% 24s 0% · 7g 0%	15004	18	05.09 21:39
io.nip.5-9-107-124/token-risk https://5-9-107-124.nip.io/mcp	Unreachable	0% 24s 0% · 7g 0%	443	18	05.09 21:39
AgentNet https://79.137.184.124.nip.io:8421/mcp	Unreachable	0% 24s 0% · 7g 0%	15004	18	05.09 21:39
com.clauxel.a2adependencyinspector/a2adependencyinspector-mcp https://a2adependencyinspector.clauxel.com/mcp	Unreachable	0% 24s 0% · 7g 0%	15	18	05.09 21:39
com.clauxel.a2aidentitytoll/a2aidentitytoll-mcp https://a2aidentitytoll.clauxel.com/mcp	Unreachable	0% 24s 0% · 7g 0%	14	18	05.09 21:39
com.clauxel.a2areplayreceipt/a2areplayreceipt-mcp https://a2areplayreceipt.clauxel.com/mcp	Unreachable	0% 24s 0% · 7g 0%	24	18	05.09 21:39
io.github.ssoward/a2ax https://a2ax.fly.dev/mcp	Unreachable	0% 24s 0% · 7g 0%	5225	18	05.09 21:39
io.github.junct-bot/aarna-mcp https://aarna.mcp.junct.dev/mcp	Unreachable	0% 24s 0% · 7g 0%	110	18	05.09 21:39
io.github.junct-bot/aave-mcp https://aave.mcp.junct.dev/mcp	Unreachable	0% 24s 0% · 7g 0%	183	18	05.09 21:39

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Blog ↗

Writing on the MCP ecosystem: reliability, protocol eras, and measurement findings.

ai.hyperscale0/hyperscale-tenant-toolsUnknown→Legacy05.09 21:39

com.llmotions.farm/sonnet-5-agentUnknown→Legacy05.09 21:39