MCP DeepWiki

Retrieve structured Wikipedia article content, summaries, and infoboxes via MediaWiki API.

2|Updated Mar 10, 2026

Search Tags:#knowledge retrieval #research #information extraction #multilingual #wikipedia #encyclopedia

Ready to run

npx skills add https://github.com/caoronglin/copaw-skills --skill mcp-deepwiki-caoronglin

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: MCP DeepWiki
Source: https://github.com/caoronglin/copaw-skills/tree/main/skills/mcp-deepwiki
Command: npx skills add https://github.com/caoronglin/copaw-skills --skill mcp-deepwiki-caoronglin

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill provides a structured and efficient way to query Wikipedia, overcoming the limitations of direct web searches by offering targeted information retrieval and data extraction from articles.

Core Features & Use Cases

Deep Article Retrieval: Get full article content, summaries, or specific infobox data.
Multilingual Support: Query Wikipedia in various languages (e.g., Chinese, English).
Structured Data Extraction: Extract infobox data into a usable format.
Use Case: When researching a historical event, use this Skill to quickly get a summary and key dates, then dive deeper into specific sections or related figures.

Quick Start

Use the MCP DeepWiki skill to get a summary of the 'Quantum Computing' article in English.

Frequently Asked Questions about MCP DeepWiki

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I extract Wikipedia infoboxes and summaries for research?▼

Extracting Wikipedia infoboxes and summaries requires structured knowledge retrieval via the MediaWiki API. This approach targets specific article sections, returning precise, verifiable data instead of unstructured search results.

Can I retrieve multilingual Wikipedia articles using MediaWiki API?▼

Retrieving multilingual Wikipedia articles is supported through MediaWiki API queries. You can request article content, summaries, and infobox data across various languages like Chinese and English for broader information access.

What is the best way to get structured data from Wikipedia articles?▼

The best way to get structured data from Wikipedia articles is targeted information extraction via the MediaWiki API. It parses article infoboxes into usable formats, overcoming the limitations of direct web searches.

Does Wikipedia knowledge retrieval work for specific historical research?▼

Wikipedia knowledge retrieval works effectively for historical research by extracting summaries, key dates, and related figures. It queries the MediaWiki API to dive deep into specific sections or full article content.

What are the limitations of extracting Wikipedia content via API?▼

Limitations of extracting Wikipedia content via API include dependency on the MediaWiki API's structure and rate limits. Complex infoboxes may require parsing, and retrieval is constrained by available multilingual article depth.