MCP • Calendar Filtering via AI

Filter UIs Are Slow

Click platform dropdown. Select X. Click status dropdown. Select drafts. Click date picker. Select range. Click search. Type keyword. Apply.

That's 30 seconds minimum. And you'll do it wrong the first time.

Just Ask Instead

"Show queued X posts with videos scheduled for next week."

Five seconds. One sentence. Same result.

What You Can Filter

• By content: "Posts containing product"
• By hashtag: "Posts with #Launch"
• By date: "Between Jan 1 and 15" or "next week" or "last month"
• By status: "All drafts" or "failed posts"
• By platform: "X posts only"
• By media: "Posts with videos"
• By account: "Posts from work account"
• Combined: All of the above at once

Complex Queries, Simple Language

"Show queued posts with videos scheduled for next week on X"

That's four filters combined. In a traditional UI, that's four separate selections. Here, it's one sentence.

"How many posts per platform this month?" - instant breakdown.

"Find posts mentioning competitors in last 30 days" - content analysis in seconds.

Example Conversations

You: "Show me all posts with #Launch"
Claude: "7 posts with #Launch: [lists them]"

You: "Which ones are still drafts?"
Claude: "3 are drafts: [lists them]"

You: "How many BlueSky posts this week?"
Claude: "5 BlueSky posts scheduled"

You: "Show posts with videos between now and Friday"
Claude: "4 posts with videos: [lists them]"

Your calendar is searchable. Finally.