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Devansh-365

Infographic MCP Server

by Devansh-365
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Remote

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 infographics

  • search_infographic_images — Search for infographic images with size and aspect ratio filters

  • search_infographics_by_source — Target specific platforms like Visual Capitalist, Behance, or Dribbble

  • Automatic "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

Related MCP server: searxng-mcp

Quick Start

1. Install dependencies

pip install mcp httpx

2. 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.py

The 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/sse

Tools

search_infographics

Search for infographic-related web pages and articles.

Parameter

Type

Default

Description

query

string

required

Topic to find infographics about

num_results

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

query

string

required

Topic to find infographic images for

num_results

integer

10

Number of results (1–20)

aspect_ratio

string

"tall"

Image shape: "tall", "wide", "square", or "panoramic"

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

query

string

required

Topic to search for

source

string

required

Platform name (see list below)

num_results

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 dependencies

Configuration

All settings live in config.py:

Variable

Default

Description

SERPER_API_KEY

from env

Your Serper API key

SERPER_SEARCH_URL

https://google.serper.dev/search

Web search endpoint

SERPER_IMAGES_URL

https://google.serper.dev/images

Image search endpoint

DEFAULT_NUM_RESULTS

10

Results per query

DEFAULT_IMAGE_SIZE

"l" (large)

Image size filter

DEFAULT_ASPECT_RATIO

"t" (tall)

Default aspect ratio for infographics

INFOGRAPHIC_SOURCES

dict

Curated source name → domain mapping

Troubleshooting

Problem

Solution

SERPER_API_KEY is not set

Set the environment variable or add it to .env

API Error: status 401

Invalid API key — verify it at serper.dev

API Error: status 429

Rate limit hit — wait and retry

Network Error

Check your internet connection

Resources

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources

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