Enables targeted searches for infographic projects and creative visual designs on the Behance platform.
Enables searches for infographic designs and visual templates hosted on Canva.
Allows for discovery of infographics and visual design inspiration from the Dribbble platform.
Utilizes the Serper API to search for infographic-related web pages and image results across Google search.
Provides capabilities to search for curated infographics and visual explainers on Pinterest.
Enables targeted searches for statistical infographics and data-driven visual content from Statista.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Infographic MCP Serverfind a tall infographic about the history of space exploration"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Infographic MCP Server
A Python MCP server that lets AI assistants search for infographic images using the Serper API. Find data visualizations, statistical graphics, and visual explainers — with smart filters optimized for infographic content.
Features
search_infographics— Find web pages, articles, and galleries featuring infographicssearch_infographic_images— Search for infographic images with size and aspect ratio filterssearch_infographics_by_source— Target specific platforms like Visual Capitalist, Behance, or DribbbleAutomatic "infographic" context injection on all queries
Large image + tall aspect ratio filters by default (how most infographics are shaped)
SSE transport for real-time MCP client communication
Quick Start
1. Install dependencies
pip install mcp httpx2. Set your API key
Get a free key at serper.dev, then set it as an environment variable:
export SERPER_API_KEY="your-api-key-here"3. Run the server
python server.pyThe server starts on http://0.0.0.0:8000 with the SSE endpoint at /sse.
4. Connect your MCP client
Point your MCP client (e.g. Claude Desktop) to:
http://<your-server-address>:8000/sseTools
search_infographics
Search for infographic-related web pages and articles.
Parameter | Type | Default | Description |
| string | required | Topic to find infographics about |
| integer | 10 | Number of results (1–20) |
Example queries: "climate change", "social media marketing stats", "coffee production worldwide"
search_infographic_images
Search for infographic images with optimized size and aspect ratio filters.
Parameter | Type | Default | Description |
| string | required | Topic to find infographic images for |
| integer | 10 | Number of results (1–20) |
| string |
| Image shape: |
Example queries: "nutrition facts", "startup funding process", "global warming statistics"
search_infographics_by_source
Search for infographics from a specific curated platform.
Parameter | Type | Default | Description |
| string | required | Topic to search for |
| string | required | Platform name (see list below) |
| integer | 10 | Number of results (1–20) |
Supported sources: visual capitalist, behance, dribbble, information is beautiful, cool infographics, venngage, canva, statista, pinterest, visme
Example: search for "economy" on "visual capitalist"
Project Structure
server.py # MCP server — tool definitions and Serper API integration
config.py # Configuration — API keys, filters, curated sources
pyproject.toml # Project metadata and dependenciesConfiguration
All settings live in config.py:
Variable | Default | Description |
| from env | Your Serper API key |
|
| Web search endpoint |
|
| Image search endpoint |
|
| Results per query |
|
| Image size filter |
|
| Default aspect ratio for infographics |
| dict | Curated source name → domain mapping |
Troubleshooting
Problem | Solution |
| Set the environment variable or add it to |
| Invalid API key — verify it at serper.dev |
| Rate limit hit — wait and retry |
| Check your internet connection |
Resources
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Resources
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Looking for Admin?
If you are the server author, to access and configure the admin panel.