How MCP Changes ASO Workflows

MCP is not the product by itself

Some teams treat MCP like marketing paint. That is a mistake.

MCP only becomes valuable when the underlying product already has:

• stable resources
• workflow endpoints
• predictable limits
• documentation that explains what tools actually do

Where MCP helps

For ASO, MCP is useful in a few narrow but powerful places:

• comparing two competitors during planning
• asking for keyword gaps while editing release notes
• pulling current metadata and recommendations into a writing workflow
• reviewing recent audit changes without opening a separate dashboard

What tools should exist first

Start with a compact set:

• get_application
• track_keywords
• find_keyword_gaps
• compare_apps
• analyze_niche
• suggest_metadata

That set is already enough for meaningful workflows.

What should not happen

Do not mirror every thin GET endpoint into MCP. Agent tools need useful operations, not raw surface-area inflation.

Product implication

If your users want MCP, they probably also want:

• example prompts
• request visibility
• plan-aware limits
• faster activation with clear docs

That means the best MCP work often starts by cleaning up the API and docs.