mimi-seed-sdk

🌐 Homepage  ·  🔑 Get API Token  ·  📦 npm  ·  🇰🇷 한국어

How many tabs do you have open right now to ship one app?

Play Console · App Store Connect · Firebase · AdMob · Google Cloud IAM...
Write release notes, check screenshot specs, reply to reviews, wire up Firebase — all in separate dashboards, all manual.

Mimi Seed handles all of this through Claude Code or Codex conversation.

"Is my app ready to ship?"
→ Readiness Score 87/100 · 2 blockers: missing 6.9" screenshots, What's New empty

"Write release notes from commits since the last tag, Korean and English, and push to Play Store"
→ 3 tones (concise / detailed / marketing) × 2 locales generated · Apply now?

"Reply to this 1-star review with an empathetic tone"
→ Draft ready · Review before posting?

"Add an Android app to Firebase and download google-services.json"
→ App created · Add SHA-1 fingerprint?

30-Second Setup

Option A — Remote MCP (recommended for status & readiness · requires web console account)

# 1. Create account: https://mimi-seed.pryzm.gg/auth/signin
# 2. Issue a PAT:   https://mimi-seed.pryzm.gg/workspace/api-tokens
# 3-a. Register in Claude Code:
claude mcp add --transport http mimi-seed https://mimi-seed.pryzm.gg/api/mcp \
  --header "Authorization: Bearer <PAT>"

# 3-b. Or register in Codex:
npx mimi-seed mcp codex --write

Done. Start talking to Claude Code or Codex.

Remote vs Local — pick by what you need. Remote MCP exposes a ~16-tool read & diagnostic subset (readiness, blockers, drafts, checklist, publish screenshots). For full store-write automation — release-notes apply, screenshot upload, Firebase / AdMob / IAM / BigQuery (the 110+ tools below) — use Option B (Local MCP).

Option B — Local MCP (Google OAuth · runs on your machine)

# Claude Code
claude mcp add mimi-seed -- npx -y @yoonion/mimi-seed-mcp

Codex (~/.codex/config.toml):

[mcp_servers.mimi-seed]
command = "npx"
args = ["-y", "@yoonion/mimi-seed-mcp"]
enabled = true

# First-time auth (opens browser)
npx -y @yoonion/mimi-seed-mcp mimi-seed-auth

Claude Desktop (claude_desktop_config.json):

{
  "mcpServers": {
    "mimi-seed": {
      "command": "npx",
      "args": ["-y", "@yoonion/mimi-seed-mcp"]
    }
  }
}

Optional auth for more platforms:

npx -y @yoonion/mimi-seed-mcp mimi-seed-appstore-auth    # App Store Connect
npx -y @yoonion/mimi-seed-mcp mimi-seed-playstore-auth   # Play Store service account
npx -y @yoonion/mimi-seed-mcp mimi-seed-bigquery-auth    # BigQuery (Crashlytics export, etc.)

Enable AI features (release notes, review replies):

export ANTHROPIC_API_KEY=sk-ant-...

Option C — CLI project connect

npx mimi-seed init   # auto-detect app → connect account → register MCP

Detects Expo · Gradle · Info.plist · pbxproj automatically, and drops .claude/mimi-seed.md plus AGENTS.md so Claude Code and Codex pick up the release workflow every session.

What Can It Do?

Launch Readiness Check

Automatically scans your Play Store and App Store listings before release.

"What's missing before I can ship?"

• Listing completeness (title, description, keywords)
• Screenshot device coverage
• Build availability (internal track / TestFlight)
• Privacy policy, What's New

AI Release Notes

git commits → user-friendly release notes → push to stores.

"Write release notes from commits since v2.1.0 in Korean and English, then apply to Play Store"

• 3 tones: concise / detailed / marketing
• Multiple locales in one shot (ko · en-US · ja · zh-TW …)
• Generate → review → apply in one flow

AI Review Replies

"Reply to this 2-star review with a professional tone"

Tones: friendly · professional · empathetic · brief
Post directly with playstore_reply_review after review.

AI-generated replies are drafts. Always review before posting.

Screenshot Spec Validation

Validate local files against store requirements before uploading.

"Do these screenshots meet the iPhone 6.9-inch spec?"

iOS: APP_IPHONE_69 · APP_IPHONE_67 · APP_IPAD_PRO_3GEN_129
Android: phoneScreenshots · sevenInchScreenshots · featureGraphic

Firebase & AdMob Automation

"Add Android and iOS apps to my-app project and download both config files"
"Create a banner ad unit"
"What's today's AdMob revenue?"

Service Account End-to-End

Need a service account JSON for Play Store receipt verification on your server?

"Create a play-verifier service account in my-project and issue a JSON key"

Creates IAM account → issues key → walks you through Play Console permissions.

One-Command Deploy

Drive the whole release from one command: CI build → blocker check → release notes → store apply.

npx mimi-seed deploy                          # Android, auto-detect CI
npx mimi-seed deploy --platform ios           # iOS
npx mimi-seed deploy --skip-build --version-code 142   # notes-only apply

Works with Jenkins · GitHub Actions · GitLab CI (auto-detected, or force with --ci).

Slash Commands (MCP Prompts)

Available in any MCP client (Claude Code, Codex, etc.) as native slash commands:

Plus MCP resources: mimi-seed://auth/status (token state) · mimi-seed://agent/guide (agent role definition).

Local MCP Tool List (110+)

These run via Option B (Local MCP) — Google OAuth on your machine. The Remote MCP (Option A) exposes a smaller ~16-tool read/diagnostic subset.

Full list → packages/mcp-server

CI/CD Integration

Auto-generate and apply release notes on tag push:

- name: Generate and apply release notes
  env:
    MIMI_SEED_TOKEN: ${{ secrets.MIMI_SEED_TOKEN }}
    ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
  run: |
    npx mimi-seed notes --apply --no-interactive --locale ko,en-US
    npx mimi-seed check --fail-on-blocker

Issue MIMI_SEED_TOKEN at Dashboard → API Tokens.

Packages

Web console (Remote MCP): mimi-seed.pryzm.gg/tool

Environment Variables

Legacy Compatibility

Data from the Preseed era (~/.preseed/) is picked up automatically — no re-auth needed.

• Reads ~/.preseed/tokens.json and ~/.preseed/appstore.json if present
• Still honors PRESEED_GOOGLE_CLIENT_ID / PRESEED_GOOGLE_CLIENT_SECRET

New data is written to ~/.mimi-seed/.

License

PolyForm Noncommercial License 1.0.0 — noncommercial use only.

Commercial licensing: [email protected]

Required Notice: Copyright 2026 Pryzm GG (https://mimi-seed.pryzm.gg)