Mora AI

io.github.Mora-AI-Content-Studio由 GitHub 账号 Mora-AI-Content-Studio 发布v1.0.3更新于 Oct 24, 2026

Codex guesses your brand voice. Mora AI gives it the real one: your catalogue and performance.

已验证Streamable HTTP可网页运行效率与工作流数据与分析商业与电商

概览

AI 生成的概览

Mora AI 是一个远程只读 MCP 连接器,让助手获取创作者真实的品牌资料、商品目录、帖子表现和广告数据,用于有依据的内容规划。

可以做什么
  • 读取帖子及其表现,以及 Google、Meta 和 LinkedIn Ads 的广告投放数据
  • 读取品牌资料、简报工作区、项目、受众和内容角度
  • 读取商品目录以及 Shopify 收入归因
  • 每个会话可挂载一次品牌语调资源,让草稿保持品牌一致
  • 运行发布流程提示词,例如 Product Hunt 发布周、首条创作者评论、按已有成功内容写作
  • 使用内置技能做表现审计、品牌简报、内容缺口检查、付费广告文案和营销活动计划
适用场景
适合已在使用 Mora 的创作者、教练和小团队:在助手会话中规划发布、起草帖子或广告文案,或查看哪些内容已经奏效,并基于自己账户的真实数据而非猜测的品牌语调。
运行要求
远程端点位于 app.mora-marketer.com,无需本地包或 API 密钥。需要已有或新建的 Mora 账户,每个请求都需要通过 Mora 同意页面获取的 OAuth 持有者令牌。服务器使用 CIMD 客户端识别,README 称 Claude Code 受支持,Claude Desktop 预期可用但未独立验证,Codex CLI、Cursor、VS Code 和 Windsurf 尚不支持。
安装前请注意
访问为只读:任何工具都不能发布、排期、连接账户、更改广告账户或花钱。广告工具需要初始 mora.read 之外的单独 mora.read.ads 授权,账户所有者会被要求批准广告报告。品牌资料、商品目录、表现和收入归因等账户数据会发送到所连接的助手会话。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Mora AI,将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.Mora-AI-Content-Studio%2Fmora/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "mcpServers": {
    "mora-ai": {
      "type": "http",
      "url": "https://app.mora-marketer.com/api/mcp"
    }
  }
}

README

Mora AI

Codex guesses your brand voice. Mora AI gives it the real one, plus your real catalogue and performance.

What is Mora AI

Mora serves solo creators and small teams building an audience or a brand, not only stores. That covers a Shopify or DTC operator who wants a product named correctly instead of invented, a coach or speaker building a personal brand on LinkedIn with no catalogue at all, and a full-time creator posting daily across three platforms. Mora also has a franchise tier for multi-location owners and an enterprise tier for organizations running governed brand templates. It plans, drafts, gets human approval, schedules and publishes content, and closes the loop with real engagement and, for connected Shopify stores, revenue attribution. What Mora does that a generic content tool doesn't: it grounds every draft in the account's own real data, not a brand-voice guess.

Who this plugin is for: a user of a supported MCP host who already has (or wants) a Mora account and wants to pull their own brand context, past performance, and product catalogue into an agent session — for example, to plan a Product Hunt launch, draft a week of posts, or check what already worked before writing more.

What this plugin gives you

  • Mora AI's official remote MCP server connector, pre-configured — no manual .mcp.json editing, no API key to paste. First use triggers Mora's own OAuth 2.1 consent screen in your browser. The hosted MCP runtime and account-scoped handlers live in Mora's product app; this public repository contains only connector configuration and workflow skills.
  • Read-only tools: list_posts, get_post_performance, get_brand_profile, get_brief_workspace, list_products, get_revenue_attribution, list_projects, list_audiences, list_content_angles, list_brief_runs, and get_paid_campaign_performance — Google, Meta, and LinkedIn Ads campaign delivery as each platform reports it. That last tool needs a separate mora.read.ads consent: a new connection asks only for mora.read, and the first time an agent calls the ads tool, Mora asks the account owner to approve ad reporting on its own consent line. No tool can publish, schedule, connect an account, change an ad account, or spend money — Mora treats writes through an unattended agent loop as unsafe to expose.
  • A brand-voice resource (mora://brand/voice) you can attach once per session so every message Claude writes stays on-brand, without re-fetching it per message.
  • Three launch-workflow prompts — product_hunt_launch_week, first_maker_comment, and write_like_what_worked — most notably a full Product Hunt launch week that already knows Product Hunt's current rules (no vote solicitation, no "Coming Soon" pages — retired August 2025) so you don't have to.
  • Six skills that package the tools above into actual workflows instead of leaving you to chain tool calls yourself:
    • skills/mora-mcp-setup — first connection, what each tool and prompt is for. Triggers when you ask about connecting to or using Mora.
    • skills/content-performance-audit — combines list_posts and get_post_performance into a synthesized brief on what's actually working (platform, theme, timing) and what to do next. Triggers on "how is my content performing", "audit my Mora posts", "what's working on my social".
    • skills/brand-brief — combines get_brand_profile and list_products into a portable, factual brand + catalogue summary for work happening outside Mora — briefing a designer, writing ad copy, prepping a pitch. Triggers on "give me my Mora brand brief", "what does my brand sell", "summarize my Mora catalogue".
    • skills/content-gap-check — combines list_projects and list_posts to compare what's planned against what's actually gone out and surface overdue or orphaned content. Triggers on "check my Mora content calendar for gaps", "am I behind on my content schedule".
    • skills/paid-ad-copy — turns real brand, catalogue, audience, angle, and performance data into paid-ad copy and a human-reviewable test matrix. It never creates campaigns or spends money.
    • skills/campaign-plan — turns existing plans, posts, audiences, angles, catalogue facts, and performance into a grounded campaign plan without scheduling or publishing anything.

Why read-only, and why so few tools

Read-only is a considered position, not a placeholder. Every serious content-quality failure Mora has shipped and documented — a fabricated brand wordmark reaching a draft, unrequested posts silently added to an account — happened with a human reviewing the loop. Handing write access to a loop without one isn't something Mora can honestly call safe yet.

A small tool count is a measured ceiling, not an economy move: published research on tool-selection accuracy shows smaller models' tool-choice accuracy degrading past roughly 10–15 tools in a single context, and Mora's own design principle is that a longer tool list is not automatically better for an agent holding it. These answer the questions a marketing agent actually asks — including "what real revenue does a channel actually deserve credit for", "which audience is this for", and "which content angles or brief findings already exist" — and nothing here overlaps.

Requirements

  • An existing or new Mora account (free to create at https://www.mora-marketer.com).
  • Claude Code with plugin support and remote MCP + OAuth support enabled.

Contract and runtime ownership

The canonical remote MCP endpoint is https://app.mora-marketer.com/api/mcp. The live server card at https://app.mora-marketer.com/.well-known/mcp/server-card.json is the source of truth for the tool, resource, prompt, and read-only metadata. This public repository is the Claude Code connector and workflow package; it is not the private MCP runtime. Repository: https://github.com/Mora-AI-Content-Studio/mora-claude-plugin.

Run the production contract check before publishing documentation changes:

bash
node scripts/check-mora-mcp-contract.mjs

For an offline fixture, set MORA_MCP_SERVER_CARD_FILE=/path/to/server-card.json.

Developer documentation:

Authentication and client compatibility

Every request needs an OAuth-issued bearer token. Mora's server identifies clients with CIMD (Client ID Metadata Documents) — the MCP spec's current recommended standard (2026-07-28), which formally deprecates the older Dynamic Client Registration (DCR) flow. Claude's own SDKs and Claude Code already ship CIMD; most other MCP clients are still catching up to the new spec, since it's a recent change.

ClientSupport
Claude CodeSupported — this repository is its connector.
Claude DesktopExpected to work (Anthropic's SDK ships CIMD); not yet independently verified.
Codex CLI, Cursor, VS CodeNot yet — these clients' OAuth flow currently expects DCR, which this spec-forward server doesn't implement. Tracking upstream support; see docs/mcp-contract.json's clientCompatibility field for verification dates and test detail.
WindsurfNot yet, for a different reason — Windsurf's remote MCP support is API-key only as of this writing, and this server has no API-key program at all, OAuth only.

This is an authentication-protocol gap, not a missing feature on Mora's side — CIMD is where the ecosystem is heading, not a workaround. docs/mcp-architecture.md has the full auth-flow diagram and the live test evidence behind the table above.

This isn't a rendering gap other clients will "just work around" — until a client ships CIMD support (or Mora separately stands up a DCR-compatible path, which is not currently planned), the honest answer for an unverified/failing client is "not yet," not "add the URL and see." Machine-readable form of this table: docs/mcp-contract.json's clientCompatibility field. See docs/mcp-architecture.md for the full request/auth flow diagram.

Getting started

Ask the connected agent something like "connect to my Mora account" and the bundled skill walks you through the one-time OAuth consent. Then try:

  • "What already worked before I draft this week's posts?"
  • "Plan my Product Hunt launch week, and follow Product Hunt's current rules."
  • "Name a real product from my catalogue instead of guessing one."

Package targets

Claude Code has the documented turnkey installation path above. The same repository also includes .codex-plugin/plugin.json so Mora AI can be packaged and reviewed as a Codex plugin. That manifest does not change the hosted OAuth flow or upgrade any row in the client-compatibility matrix: the current contract records Codex CLI as not yet supported, Cursor and VS Code as unverified, and Windsurf as blocked by its API-key-only remote MCP path.

Support

License

MIT — see LICENSE.

来源:README.md,提交 56195e9

工具

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版本历史

1
  1. v1.0.3最新Sep 16, 2026

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