MCP Goodnews
MCP Goodnews is a simple Model Context Protocol (MCP) application that features a server for getting good, positive, and uplifting news. This tool fetches news articles from the NewsAPI and uses a Cohere LLM to rank and return the top news articles based on positive sentiment.
Read the blog post on Medium!
Motivation
In a world where negative news often dominates headlines, Goodnews MCP aims to shine a light on more positive and uplifting news stories. This project was inspired by an earlier initiative called GoodnewsFirst, which delivered positive news daily to email subscribers — it was a really awesome project! While GoodnewsFirst predated recent breakthroughs in Large Language Models (LLMs) and relied on traditional methods for sentiment ranking, Goodnews MCP leverages modern LLMs to perform sentiment analysis in a zero-shot setting.
Example Usage: MCP Goodnews with Claude Desktop
Requirements
Clone mcp-goodnews
# Clone the repository
git clone https://github.com/VectorInstitute/mcp-goodnews.git
In the next step, we'll need to provide the absolute path to the location of this cloned repository.
Update Claude Desktop Config to find mcp-goodnews
For Mac/Linux
# Navigate to the configuration directory
cd ~/Library/Application\ Support/Claude/config
# Edit the claude_desktop_config.json file
nano claude_desktop_config.json
For Windows
# Navigate to the configuration directory
cd %APPDATA%\Claude\config
# Edit the claude_desktop_config.json file
notepad claude_desktop_config.json
And you'll want to add an entry under mcpServers for Goodnews:
{
"mcpServers": {
"Goodnews": {
"command": "<absolute-path-to-bin>/uv",
"args": [
"--directory",
"<absolute-path-to-cloned-repo>/mcp-goodnews/src/mcp_goodnews",
"run",
"server.py"
],
"env": {
"NEWS_API_KEY": "<newsapi-api-key>",
"COHERE_API_KEY": "<cohere-api-key>"
}
}
}
}
Start or Restart Claude Desktop
Claude Desktop will use the updated config to build and run the mcp-goodnews server. If successful, you will see the hammer tool in the bottom-right corner of the chat dialogue window.
Clicking the hammer tool icon will bring up a modal that lists available MCP tools.
You should see fetch_list_of_goodnews listed there.
Ask Claude for Good News
Example prompts:
- "Show me some good news from today."
- "What positive things happened in the world this week?"
- "Give me uplifting news stories about science."
How It Works
- When you request good news, the application queries the NewsAPI for recent articles
- The Cohere LLM analyzes the sentiment of each article
- Articles are ranked based on positive sentiment score
- The top-ranking good news stories are returned to you through Claude
License
Stay positive with Goodnews MCP!