Add demo script and social post templates

DEMO_SCRIPT.md

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+# Demo Video Script (1-2 min)
+
+## Opening (10 sec)
+**Show:** App homepage
+**Say:** "This is Explainor - an AI agent that explains any topic through fun character voices, built for MCP's 1st Birthday Hackathon."
+
+## Demo Part 1: Basic Usage (30 sec)
+**Action:** Type "Blockchain" in the topic field
+**Say:** "Let's explain Blockchain..."
+
+**Action:** Select "Gordon Ramsay" persona
+**Say:** "...as Gordon Ramsay would explain it..."
+
+**Action:** Select "Confused grandmother" audience
+**Say:** "...to a confused grandmother."
+
+**Action:** Click "Explain it to me!" and wait
+**Say:** "The agent researches the topic, extracts key facts, and transforms it into Gordon's voice."
+
+**Action:** Show the explanation result
+**Say:** "And there we go - Blockchain explained with food metaphors and intensity!"
+
+## Demo Part 2: Audio (20 sec)
+**Action:** Click "Read Aloud" button
+**Say:** "It can also read it aloud with a matching voice."
+
+**Action:** Let audio play for 5-10 seconds
+
+## Demo Part 3: MCP Integration (30 sec)
+**Action:** Expand "MCP Server" accordion
+**Say:** "The cool part - this app is a real MCP server. Any MCP client like Claude Desktop can connect to it."
+
+**Action:** Show the MCP endpoint URL
+**Say:** "Just add this SSE endpoint and you get two tools."
+
+**Action:** Expand "Details" → "Agent Tools" tab
+**Say:** "process_and_explain takes a topic, persona, and audience - and returns the explanation. process_audio takes that explanation plus persona and generates speech. Under the hood, it uses Nebius AI and ElevenLabs."
+
+### MCP Tools Reference (for video)
+```
+Tool 1: process_and_explain
+  - topic: "Blockchain"
+  - persona_with_emoji: "👨‍🍳 Gordon Ramsay"
+  - audience_with_emoji: "👵 Confused grandmother"
+  → Returns: explanation text + sources
+
+Tool 2: process_audio
+  - explanation: "Listen here, love! Blockchain's like..."
+  - persona_with_emoji: "👨‍🍳 Gordon Ramsay"
+  → Returns: audio file
+```
+
+## Closing (10 sec)
+**Say:** "Built with Gradio's native MCP support. Check it out on Hugging Face Spaces. Thanks for watching!"
+
+---
+
+# LinkedIn Post
+
+🎭 **Explainor** - My submission for MCP's 1st Birthday Hackathon!
+
+Ever wanted Yoda to explain Quantum Computing? Or Gordon Ramsay to break down Blockchain?
+
+I built an AI agent that:
+🔍 Researches any topic via web search
+🎭 Transforms explanations into 6 fun character voices
+🔊 Reads them aloud with ElevenLabs TTS
+🔌 Works as an MCP server - connect it to Claude Desktop!
+
+**MCP Tools available:**
+- `process_and_explain(topic, persona, audience)` → text
+- `process_audio(explanation, persona)` → audio
+
+**Tech stack:**
+- Gradio with native MCP integration
+- Nebius AI (Llama 3.3 70B)
+- ElevenLabs for voice synthesis
+
+🔗 Try it: https://agents-mcp-hackathon-explainor.hf.space
+🔌 MCP: https://agents-mcp-hackathon-explainor.hf.space/gradio_api/mcp/sse
+
+#MCPHackathon #AI #MCP #Gradio #HuggingFace
+
+---
+
+# X/Twitter Post (shorter)
+
+🎭 Built Explainor for @anthropabordar MCP's 1st Birthday Hackathon!
+
+An AI agent that explains ANY topic as:
+- 👶 A 5-year-old
+- 👨‍🍳 Gordon Ramsay
+- 🏴‍☠️ A Pirate
+- 🧙 Yoda
+...with voice!
+
+It's also an MCP server - connect it to Claude Desktop!
+
+Try it: https://agents-mcp-hackathon-explainor.hf.space
+
+#MCPHackathon #AI