JustAI Platform Plugin

The JustAI Platform Plugin bundles seven marketer-focused skills and connects them to the JustAI Platform MCP server. Use it when you want an AI assistant that can plan a campaign, write the script, add stored tests, run them, review the generated copy, and report on past runs.

What the Plugin Can Do

The plugin ships seven skills, each tuned to a specific moment in the campaign lifecycle:

Skill	Use it when…
campaign-brief	A campaign idea is still fuzzy and needs a concrete brief before any script is written.
deploy-campaign	The brief is decided and should be turned into a real platform script.
campaign-testing	A script exists and needs stored tests added, updated, run, or repaired.
audience-analysis	Targeting is unclear and you need to inspect available users or segments first.
content-review	A script exists and its generated email or push copy needs review before activation.
campaign-report	You need a marketer-readable summary of recent runs.
competitive-brief	Messaging should be shaped against a specific competitor or category.

Behind those skills, the plugin’s bundled MCP server (platform.justwords.ai/mcp) exposes the script lifecycle, validation, execution, and run inspection tools the skills use. Tool schemas, parameter shapes, and DSL signatures are published directly by the MCP server at session init, so the assistant always has the live surface and you never see drift between docs and runtime.

# 1. Register the JustAI marketplace
claude plugin marketplace add justwordsai/justai

# 2. Install the plugin
claude plugin install justai@justai

# 3. Confirm it loaded
claude plugin details justai

claude plugin details justai should show seven skills and one MCP server.

git clone https://github.com/justwordsai/justai.git
claude plugin marketplace add ./justai
claude plugin install justai@justai

Or load directly without registering a marketplace:

claude --plugin-dir ./justai/plugins/justai

Authentication

The plugin’s MCP server is at https://platform.justwords.ai/mcp. It supports two auth modes:

Browser-based OAuth (recommended for desktop clients)

For OAuth-capable MCP clients (Claude Desktop and others), the platform exposes a standard OAuth flow:

The MCP client opens a JustAI authorization page.
You sign in with your JustAI account.
JustAI stores the resolved user and account scope for the MCP grant.
The MCP client receives an OAuth token scoped to that account.

Claude Desktop

Point the MCP server entry at https://platform.justwords.ai/mcp. Claude Desktop launches the JustAI sign-in flow automatically on first use.

{
  "mcpServers": {
    "justai-platform": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://platform.justwords.ai/mcp"
      ]
    }
  }
}

Example Prompts

These work well as starting points. The plugin will route each into the right skill automatically.

Create a win-back campaign for dormant silver users, deploy it as a draft
script, and test it for one representative user.

Update my onboarding campaign and refresh its stored unit tests in the same
change before you run them.

Design a multi-touch onboarding sequence with email and push for new
signups, then show which steps fit the current runtime.

Analyze my silver-tier audience and recommend the best campaign approach.

Review the copy quality of my active campaign scripts before I activate them.

Show me a performance report on the last 10 runs of my upsell campaign.

Build a competitive brief against [competitor] to inform our next campaign
messaging.

Troubleshooting

Issue	Fix
`claude plugin install` cannot find `justai@justai`	Make sure `claude plugin marketplace add justwordsai/justai` ran successfully first.
MCP server reports 401 unauthorized	Your OAuth token has expired or was revoked. Re-run the sign-in flow from your MCP client (Claude Desktop disconnects and reconnects the server) to issue a fresh token.
Generated copy looks templated, not LLM-driven	The `*.generate` tools fall back to a canned template when no LLM key is configured server-side. Contact JustAI to confirm your org has LLM generation enabled.
Push sends never reach a device	Push is mocked in the current runtime — sends are logged with a fake delivery id. Production push delivery is a planned addition.
Scripts stay in `draft` after activation	Activation requires `get_script_readiness` to pass first. Ask the assistant to run readiness and address any blocked checks.