MCP Meme Sticky

Overview

MCP‑Meme‑Sticky is a lightweight Model Context Protocol server that turns natural language prompts into instantly shareable memes and stickers. By leveraging the open‑source Memegen API, Mediapipe’s text embedder for template selection, and a custom image crawler inspired by icrawler, the server can generate meme images that match user intent without any external API keys. Once a meme is created, the server can automatically convert it into a Telegram‑compatible sticker and generate a ready‑to‑use link, or even open the image directly in a browser. This end‑to‑end workflow eliminates manual editing, making meme creation frictionless for developers and content creators alike.

What Problem It Solves

Creating memes that fit a specific context or joke often requires manual template selection, image editing, and sticker formatting. MCP‑Meme‑Sticky removes these steps by allowing an AI assistant to interpret a prompt, fetch the most appropriate meme template, overlay custom text, and output a ready‑to‑share image or sticker. For developers building conversational agents that need quick, humorous responses—or for teams looking to automate social media content—this server provides a single API surface that handles all the heavy lifting.

Key Features and Capabilities

• Prompt‑driven meme generation: The server parses user prompts to choose the right template and generate the final image using Memegen.
• Template selection via text embedding: Mediapipe’s text embedder maps the prompt to relevant meme templates, ensuring higher relevance and creativity.
• Sticker conversion for Telegram: Generated memes can be turned into Telegram stickers, with the server providing a direct link that opens the sticker conversion interface automatically.
• Automatic browser interaction: The server can launch the generated image or sticker link in a web browser, removing the need for users to copy‑paste URLs.
• Cross‑platform compatibility: Tested on multiple MCP hosts (Claude Desktop, Cursor, Goose) and works with any client that supports tool calling.
• Open‑source foundation: Built on FastMCP for rapid development and PythonAnywhere for free cloud hosting of the Telegram bot integration.

Use Cases

• AI‑powered social media bots that generate timely memes for Twitter or Reddit threads.
• Chatbot humor modules where an assistant can respond to user requests with a custom meme or sticker.
• Team collaboration tools that auto‑populate Slack or Discord channels with relevant memes during brainstorming sessions.
• Content creation pipelines where a designer can quickly prototype meme concepts without leaving the conversation interface.
• Educational or training tools that use memes to illustrate concepts in a memorable way.

Integration with AI Workflows

Developers can expose MCP‑Meme‑Sticky as a tool within their MCP host. When an AI assistant receives a user query like “Make a meme about coffee addiction,” it can invoke the server’s tool, receive the image URL, and optionally call . The assistant can then embed the resulting sticker link directly in the chat or send it to a messaging platform. Because MCP servers are stateless and can be deployed on lightweight platforms such as PythonAnywhere, integration requires only adding a single tool definition to the client’s configuration.

Unique Advantages

• Zero‑API‑key dependency: Unlike many meme generators that require paid API access, MCP‑Meme‑Sticky relies on open services, lowering cost barriers.
• Seamless sticker workflow: The automatic Telegram link generation and browser opening streamline the path from meme to sticker.
• Extensibility: The architecture allows quick addition of new platforms (e.g., WhatsApp stickers) or custom template libraries.
• Security‑audited: The server has undergone independent security reviews, providing confidence for production deployments.

In summary, MCP‑Meme‑Sticky turns casual meme requests into polished, shareable content with minimal friction, making it an invaluable tool for developers looking to enrich conversational AI experiences or automate creative content pipelines.