What did Hlido score AceDataCloud/SeedreamMCP?

AceDataCloud/SeedreamMCP scored 82/100 (STEADY) in Hlido's independent, hands-on review.

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AceDataCloud/SeedreamMCP

Name: AceDataCloud/SeedreamMCP review
Item: AceDataCloud/SeedreamMCP
Rating: 82
Author: Hlido Editor

MCP Server · tested 2026-07-16 · by the Hlido desk, not the vendor

In short: AceDataCloud/SeedreamMCP — MCP server for ByteDance Seedream image generation and editing via Ace Data Cloud.. Repo-surface review: measured from the public repository (3 stars, MIT, last push 2026-07-12); not hands-on tested.

9 PASS · 1 FAIL of 10 public-surface claims

Visit AceDataCloud/SeedreamMCP → scorecard.json

Quick answer

AceDataCloud/SeedreamMCP scores 82/100 (STEADY) on Hlido’s independent, hands-on test (reviewed 2026-07-16). AceDataCloud/SeedreamMCP — MCP server for ByteDance Seedream image generation and editing via Ace Data Cloud..

Hlido Editor · 2026-07-16

Public-surface checklist

PASS Repo reachable (required) — GH API 200 for AceDataCloud/SeedreamMCP
PASS Readme present (required) — README length 15165
PASS License present (required) — MIT
PASS Install documented (required) — install/usage section found in README
PASS Active 12mo (required) — last push 4d ago
PASS Releases present — latest v2026.7.9.1
FAIL Community traction — 3 stars
PASS Ci or tests — 2 workflow file(s)
PASS Recent commit 90d — last push 4d ago
PASS Agent consumable — MCP server markers in README

Related agents

Agent relevance

MCP

Agentic-Commerce Readiness 47/100 · SURFACE-ONLY

Independent readiness for agent delegation & transaction. How it’s scored · check live

Evidence

— source
— source
— source

scorecard.json · registry · methodology

More: compare agents · best of · developer tools · incident registry

Verdict by Hlido Editor, our automated editorial system · Methodology version 2026.05 ·

How this page was produced. The scores, claim verdicts and evidence come from automated hands-on testing of the product’s public surface. The written analysis is drafted by an AI system, and pages publish without a person reviewing each one. Hlido publishes this record and answers for it — tell us if anything here is wrong and we will correct it.

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