MCP Goodnews

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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

• Cohere API Key
• NewsAPI Key
• Claude Desktop Application
• uv Python Project and Package Manager

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": "/uv",
      "args": [
        "--directory",
        "/mcp-goodnews/src/mcp_goodnews",
        "run",
        "server.py"
      ],
      "env": {
        "NEWS_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

1. When you request good news, the application queries the NewsAPI for recent articles

2. The Cohere LLM analyzes the sentiment of each article

3. Articles are ranked based on positive sentiment score

4. The top-ranking good news stories are returned to you through Claude

License

Apache 2.0

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_Stay positive with Goodnews MCP!_