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.
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.
| Boundary | Inside MCP Queen | Outside MCP Queen |
|---|---|---|
| Discovery | Indexes public registry metadata and tool catalogs observed through tools/list. | Does not endorse, install, or authorize a discovered server. |
| Operational probes | Uses 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 grade | Summarizes observed reachability, protocol behavior, tool metadata, latency, and provenance using a deterministic rubric. | Is not a security, privacy, compliance, or data-quality certification. |
| Trust Receipt | Keeps 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. |
| Connection | Returns 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. |
| Feedback | submit_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. |
Continue with the integration guides, the tool reference, or the detailed operational methodology. Repository implementation notes are in docs/architecture.md.