MCP server for Producer/Riffusion AI music generation
Media & Designv2026.7.4.1streamable-httpproducer.mcp.acedata.cloud repository
| Criterion | Points | Observed |
|---|---|---|
| reachability | 18 / 25 | HTTP 401 in 1181ms — auth required; WWW-Authenticate present: "Bearer error="invalid_token", error_description="Authentication required", resource_metadata="https://producer.mcp.aceda" |
| protocol | 0 / 15 | handshake not reachable behind auth — unverified |
| tooling | 0 / 0 | auth-gated — tooling unverifiable, excluded from score (grade marked provisional) |
| latency | 7 / 10 | initialize round-trip 1181ms |
| provenance | 15 / 15 | description present; repository linked; version 2026.7.4.1; namespace io.github.AceDataCloud matches endpoint/repo |
Score 62/100 · latency 1181ms · — tools · protocol access: auth-wellbehaved ⓘ
Security, data integrity, citation quality, and advertised claims are measured separately from protocol uptime. Missing evidence is marked unverified, never converted into a pass.
No deterministic trust observations published yet. This means unaudited—not safe, unsafe, accurate, or inaccurate.
Machine-readable receipt: /api/trust/io.github.AceDataCloud/mcp-producer.json
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/io.github.AceDataCloud/mcp-producer)
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.
Email alerts when the grade changes or the endpoint stops answering. Double-opt-in, one-click unwatch, free while in beta.
| When (UTC) | Grade | Score | Latency |
|---|---|---|---|
| 2026-07-16 08:16 | C | 62 | 1181ms |
| 2026-07-13 13:00 | D | 57 | 2018ms |