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MCP QUEEN

Architecture and trust boundaries

MCP Queen is an evidence and discovery layer between the public MCP ecosystem and a developer's connection decision. It observes public surfaces and publishes dated evidence. It does not certify security, authorize a server, proxy the selected connection, or inspect private data behind credentials.

System at a glance

1. Public inputs

Official MCP Registry metadata, public remote endpoints, public repositories, authoritative evidence sources, and reviewed field reports.

2. Observation pipeline

Registry sync, bounded protocol probes, deterministic grading, safe read-only response audits, and human moderation.

3. Evidence store

Server metadata, observed tools, probe history, grades, separate trust observations, response benchmarks, and quarantined feedback.

4. Read surfaces

MCP tools, evidence pages, Trust Receipts, JSON APIs, reports, datasets, and operational-grade badges.

Public inputs → bounded observations → dated evidence → human or agent review → a separate direct connection to the selected server.

The boundaries that matter

BoundaryInside MCP QueenOutside MCP Queen
DiscoveryIndexes public registry metadata and tool catalogs observed through tools/list.Does not endorse, install, or authorize a discovered server.
Operational probesUses bounded public initialize and capability-discovery requests, records latency and verbatim observations, and marks auth-gated dimensions provisional.Does not bypass authentication or infer private tool behavior.
Operational gradeSummarizes observed reachability, protocol behavior, tool metadata, latency, and provenance using a deterministic rubric.Is not a security, privacy, compliance, or data-quality certification.
Trust ReceiptKeeps dated security/access, data-integrity, citation, claim, response-benchmark, and reviewed field evidence separate.Missing evidence remains unaudited; it is never converted into a pass.
ConnectionReturns a server's published endpoint and available evidence.The developer or agent decides whether to connect and then connects directly. MCP Queen is not a proxy in that data path.
Feedbacksubmit_feedback accepts factual reports only after real use and places them in a quarantined review queue.Reports do not auto-publish, count as votes, or directly change operational grades.

Runtime components

Developer decision flow

  1. Find a server by task or search the observed tool catalog through MCP.
  2. Inspect the server's dated operational observations and whether any dimensions are provisional.
  3. Review the separate Trust Receipt and label missing dimensions unaudited.
  4. Evaluate the selected server's own permissions, terms, credentials, and data handling.
  5. Connect directly only after that separate decision.

Continue with the integration guides, the tool reference, or the detailed operational methodology. Repository implementation notes are in docs/architecture.md.