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%

14013/14803 servers responding

Era readable

60%

8891/14803 — the rest behind auth

Speaking 2026-07-28

1139

1139 of 8891 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.

dokumendiregisterLegacy→Unknown05.09 21:39
all-quiet-mcpLegacy→Unknown05.09 21:39
ai-commerceLegacy→Unknown05.09 21:39
com.daedalmap/wildfiresUnknown→Legacy05.09 21:39
cz-agents/payqrLegacy→Unknown05.09 21:39
3ammiyaUnknown→Legacy05.09 21:39
mcp-harborUnknown→Legacy05.09 21:39
Andreax x402 ServicesUnknown→Legacy

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
com.clauxel.agentskillupdategate/agentskillupdategate-mcp https://agentskillupdategate.clauxel.com/mcp	Unreachable	0% 24s 0% · 7g 0%	22	18	05.09 21:39
AgentsPrice https://agentsprice.com/mcp	Unreachable	0% 24s 0% · 7g 0%	15003	18	05.09 21:39
xyz.agentzon/agentzon https://agentzon.xyz/mcp	Unreachable	0% 24s 0% · 7g 0%	456	17	05.09 21:39
net.hefes/agora https://agora-mcp.hefes.net/mcp	Unreachable	0% 24s 0% · 7g 0%	36	18	05.09 21:39
AGTS MCP Server https://agts-mcp.obligationsign.com/mcp	Unreachable	0% 24s 0% · 7g 0%	59	18	05.09 21:39
me.ai-know/memory https://ai-know.me/mcp	Unreachable	0% 24s 0% · 7g 0%	15003	18	05.09 21:39
灵境社区 - Lingjing Community https://ai.syln.cn/sse	Unreachable	0% 24s 0% · 7g 0%	676	18	05.09 21:39
AiGramX https://aigramx.com/api/v1/mcp	Unreachable	0% 24s 0% · 7g 0%	15003	18	05.09 21:39
com.clauxel.aistudioandroidreleasegate/aistudioandroidreleasegate-mcp https://aistudioandroidreleasegate.clauxel.com/mcp	Unreachable	0% 24s 0% · 7g 0%	53	18	05.09 21:39
com.clauxel.aistudioworkspaceapproval/aistudioworkspaceapproval-mcp https://aistudioworkspaceapproval.clauxel.com/mcp	Unreachable	0% 24s 0% · 7g 0%	15	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

LLM OptimizerAuth-gated→Unknown05.09 21:39