MCP Queen – a graded registry that live-probes every MCP server
MCP Queen – a graded registry that live-probes every MCP server is a research AI agent for Monitor and assess the real-time quality of MCP servers to address inconsistency and reliability issues in the ecosystem. Pricing: Free. As of 2026-09-11, KanonAgent records 1 upvotes. First indexed by KanonAgent on 2026-07-15.
MCP Queen is a real-time registry that evaluates and scores the performance of every MCP server, providing developers with objective quality metrics for service selection.
1 upvotes
Tracked by Kanon since Jul 15, 2026
no signal yet
status
8/100
momentum · conf 0.38
20d
tracked since 2026-08-22
0
evidence records
No signal event on file yet — status is unknown, not "quiet".
📈 Timelinewhat changed, and when
first observedKanon started keeping permanent history for this agent
🔎 Known / Unknown
16 of 23 fields unknown
Machine-callable
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Open source
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Self-hostable
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Bring your own key
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Autonomy level
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Integrations
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“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.
🤖 Agent teardown · research
Job to be doneMonitor and assess the real-time quality of MCP servers to address inconsistency and reliability issues in the ecosystem.
Who it is forMCP developers and system integrators building on or relying on distributed AI services.
PricingFree
Traction · why it is risingEmerging as a trusted benchmark for service health in the growing MCP ecosystem, especially among early adopters.
Why it matters
It functions as a foundational governance layer for AI service reliability, enabling trust and scalability in decentralized AI infrastructures.
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FAQ
What is MCP Queen?
MCP Queen is a real-time registry that evaluates and scores the performance of every MCP server, providing developers with objective quality metrics for service selection.
What does MCP Queen do?
Monitor and assess the real-time quality of MCP servers to address inconsistency and reliability issues in the ecosystem.
Why does MCP Queen matter?
It functions as a foundational governance layer for AI service reliability, enabling trust and scalability in decentralized AI infrastructures.
How much does MCP Queen cost?
Free
Is MCP Queen free?
Yes — MCP Queen has a free tier. Pricing as stated on its own page: Free
How popular is MCP Queen?
As tracked by KanonAgent: 1 upvotes (first indexed 2026-07-15).
What are the best MCP Queen alternatives?
Similar AI agents tracked by KanonAgent: Winninghunter, Stealth Venture, Hidden Business, ragflow, Dropkiller, DataExpert / TechCreator.
MCP Queen – a graded registry that live-probes every MCP server alternatives — similar AI agents