MCP reliability dashboard
14803 remote MCP servers · 36 hours of data · last run 2026-09-07 00:27:42
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Raw data API ↗
Time series of all measurements — for analysis and data delivery.
API documentation (Swagger) ↗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.
- fawtarLegacy→Auth-gated
- io.github.LogicTreeInc/data247Unknown→Auth-gated
- io.github.benjixone/cerebro-mcpAuth-gated→Unknown
- com.daedalmap/populationUnknown→Legacy
- com.llmotions.farm/fable-5-agentUnknown→Legacy
- Reply.ioUnknown→Auth-gated
- laxis-operations-reconciliationUnknown→Dual-era
- anvil-mcpLegacy
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% | 23 | 33 | 07.09 00:27 |
| AgentsPrice https://agentsprice.com/mcp | Unreachable | 0% 24s 0% · 7g 0% | 15003 | 33 | 07.09 00:27 |
| xyz.agentzon/agentzon https://agentzon.xyz/mcp | Unreachable | 0% 24s 0% · 7g 0% | 470 | 31 | 06.09 22:36 |
| net.hefes/agora https://agora-mcp.hefes.net/mcp | Unreachable | 0% 24s 0% · 7g 0% | 88 | 32 | 06.09 22:36 |
| AGTS MCP Server https://agts-mcp.obligationsign.com/mcp | Unreachable | 0% 24s 0% · 7g 0% | 76 | 32 | 06.09 22:36 |
| me.ai-know/memory https://ai-know.me/mcp | Unreachable | 0% 24s 0% · 7g 0% | 15003 | 32 | 06.09 22:36 |
| 灵境社区 - Lingjing Community https://ai.syln.cn/sse | Unreachable | 0% 24s 0% · 7g 0% | 640 | 33 | 07.09 00:27 |
| AiGramX https://aigramx.com/api/v1/mcp | Unreachable | 0% 24s 0% · 7g 0% | 15003 | 33 | 07.09 00:27 |
| com.clauxel.aistudioandroidreleasegate/aistudioandroidreleasegate-mcp https://aistudioandroidreleasegate.clauxel.com/mcp | Unreachable | 0% 24s 0% · 7g 0% | 44 | 33 | 07.09 00:27 |
| com.clauxel.aistudioworkspaceapproval/aistudioworkspaceapproval-mcp https://aistudioworkspaceapproval.clauxel.com/mcp | Unreachable | 0% 24s 0% · 7g 0% | 22 | 33 | 07.09 00:27 |
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Blog ↗
Writing on the MCP ecosystem: reliability, protocol eras, and measurement findings.