MCP QUEEN
com.ainetcafe/ai-netcafe A
Compare LLM cost & latency on one prompt, translate PDF keeping layout, cited research, make PPTX
AI & Agentsv1.0.0streamable-httpainetcafe.com repository
Grade evidence — probed 2026-07-29 13:30 UTC
| Criterion | Points | Observed |
|---|---|---|
| reachability | 25 / 25 | HTTP 200, initialize accepted in 774ms |
| protocol | 15 / 15 | valid JSON-RPC initialize result, protocolVersion 2025-06-18, serverInfo ai-netcafe@1.0.0 |
| tooling | 35 / 35 | tools/list OK: 9 tools e.g. "list_apps"; 9/9 described, 9/9 fully-typed schemas, median description 235 chars |
| latency | 7 / 10 | initialize round-trip 774ms |
| provenance | 15 / 15 | description present; repository linked; version 1.0.0; namespace com.ainetcafe matches endpoint/repo |
Score 97/100 · latency 774ms · 9 tools · protocol access: open ⓘ
Trust receipt
Security, data integrity, citation quality, and advertised claims are measured separately from protocol uptime. Missing evidence is marked unverified, never converted into a pass.
| Dimension | Metric | Status | Evidence | Source |
|---|---|---|---|---|
| citation_quality | citation_capability_advertised | unverified | Metadata/tool descriptions advertise citation or evidence capability: Compare LLM cost & latency on one prompt, translate PDF keeping layout, cited research, make PPTX list_apps List the open-source AI applications hosted and ready to run at AI NetCafé (ainetcafe | The agent plans sub-questions, searches the web, reads the sources and writes a report with citations — this is real research, not a single model call, and takes 2-5 minutes. No response-level citation benchmark has verified this claim yet. | live_probe |
| security | authentication_boundary | observed | Live protocol probe observed auth_state=open. This describes discovery/access behavior; it is not by itself a vulnerability finding. Observed value: open | live_probe |
Machine-readable receipt: /api/trust/com.ainetcafe/ai-netcafe.json
Connect your agent
Claude Code:
claude mcp add --transport http ai-netcafe https://ainetcafe.com/mcp
Generic MCP client config:
{ "mcpServers": { "ai-netcafe": { "type": "http", "url": "https://ainetcafe.com/mcp" } } }
MCP Queen is a graded index, not a middleman — your agent connects directly to the server above. Check the grade and evidence first; that's the point.
Share this server: permalink https://mcpqueen.com/s/com.ainetcafe/ai-netcafe · referral link https://mcpqueen.com/go/com.ainetcafe/ai-netcafe (counts as “routed via the queen”).
Own this server? Embed your grade badge
Live operational-grade badge, re-probed continuously — not a security or data-quality certification. Put it in your README and link to the complete receipt:
[](https://mcpqueen.com/s/com.ainetcafe/ai-netcafe)
Think the grade is wrong? Fix the finding the evidence shows, then the next probe cycle picks it up automatically (full cycle ≈ 3 days) — or open a dispute via the MCP endpoint.
Queen Watch
Email alerts when the grade changes or the endpoint stops answering. Double-opt-in, one-click unwatch, free while in beta.
Probe history
| When (UTC) | Grade | Score | Latency |
|---|---|---|---|
| 2026-07-29 13:30 | A | 97 | 774ms |