kyrgyz-news

name	kyrgyz-news
description	Search, browse, and explore Kyrgyzstan news from multiple agencies via AI-generated summaries
homepage	https://fuddy-duddy.org
mcp_server	https://mcp.fuddy-duddy.org/

FuddyDuddy News MCP Tools

Access Kyrgyzstan news from multiple news agencies through AI-generated summaries, semantic search, and story clustering.

MCP Server: https://mcp.fuddy-duddy.org/

Tools

search_news

Semantic search across news summaries using natural language queries.

• Supports date extraction from queries (e.g., "news from last week", "events yesterday")
• Returns ranked results with relevance scores
• Use language: "RU" for Kyrgyz-language results (default), language: "EN" for English translations
• Limit results with limit (1-20, default 10)
• Optionally specify fromDate and toDate in ISO 8601 format

get_latest_news

Browse recent news summaries with pagination.

• Use page (0-based) and pageSize (1-20) for pagination
• Filter by language: "RU" or "EN"
• Returns summary titles, sources, dates, categories, and IDs

get_news_article

Get the full text of a specific news summary by its ID.

• Returns title, full article text, source info, original article URL, category
• Includes a list of similar articles from other sources covering the same story
• Use the ID from search_news or get_latest_news results

get_top_clusters

Get trending news clusters — groups of similar articles from multiple sources covering the same story.

• Returns cluster titles and reference counts
• Filter by language: "RU" or "EN"
• Filter by period: today, yesterday, this_week (default), last_week, this_month, last_month
• Clusters are ranked by references within the selected period
• Clusters with a lead article ID can be explored further with get_news_article

Workflow Patterns

Find news on a topic:

1. search_news with a natural language query
2. get_news_article on interesting results to read the full summary and find related stories

Browse latest news:

1. get_latest_news to see recent summaries
2. get_news_article for full details on any item

See what's trending:

1. get_top_clusters to find the most-covered stories
2. get_news_article on the lead article ID for the full story and related coverage

Tips

• Most Kyrgyz news is published in Russian — use language: "RU" for the broadest coverage
• English translations (language: "EN") are available for most summaries
• Date extraction works with natural language: "last week", "yesterday", "in January"
• Each summary includes a direct link to the article on fuddy-duddy.org
• Each summary links to the original source article for verification
• Cluster reference counts indicate how many sources covered a story

For developers

All tools return structured JSON responses with declared outputSchema values (MCP spec v1.0). Each response is a typed object — no markdown parsing required. Empty results preserve query metadata (e.g. query, fromDate, toDate, datesExtracted) so the client always knows what was requested. Not-found cases return { notFound: true, id, similarities: [] } instead of error text.