// AI-powered documentation for GitHub repositories via DeepWiki MCP. TRIGGER when need to understand a GitHub repository, read its documentation topics, ask questions about a repo's codebase, architecture, or usage, or explore how an open-source project works.
| name | deepwiki |
| description | AI-powered documentation for GitHub repositories via DeepWiki MCP. TRIGGER when need to understand a GitHub repository, read its documentation topics, ask questions about a repo's codebase, architecture, or usage, or explore how an open-source project works. |
| allowed-tools | ["Bash(*mcpcall.py*:*)"] |
AI-powered documentation for GitHub repositories. Browse auto-generated docs, explore topic structures, and ask questions about any public repo. Powered by DeepWiki MCP. No API key required.
Get a list of documentation topics for a repository. Use this first to discover what's documented.
repoName (required): GitHub repo in owner/repo format${CLAUDE_PLUGIN_ROOT}/scripts/mcpcall.py read_wiki_structure repoName:"facebook/react"
${CLAUDE_PLUGIN_ROOT}/scripts/mcpcall.py read_wiki_structure repoName:"anthropics/claude-code"
View full documentation about a repository.
repoName (required): GitHub repo in owner/repo format${CLAUDE_PLUGIN_ROOT}/scripts/mcpcall.py read_wiki_contents repoName:"facebook/react"
${CLAUDE_PLUGIN_ROOT}/scripts/mcpcall.py read_wiki_contents repoName:"pallets/flask"
Ask any question about a repository and get an AI-powered, context-grounded response.
repoName (required): GitHub repo (owner/repo string) or array of up to 10 reposquestion (required): the question to ask${CLAUDE_PLUGIN_ROOT}/scripts/mcpcall.py ask_question repoName:"facebook/react" question:"How does the reconciliation algorithm work?"
${CLAUDE_PLUGIN_ROOT}/scripts/mcpcall.py ask_question repoName:"pallets/flask" question:"How are blueprints registered?"
${CLAUDE_PLUGIN_ROOT}/scripts/mcpcall.py ask_question --args '{"repoName": ["pallets/flask", "django/django"], "question": "How do these frameworks handle middleware?"}'
| Scenario | Tool |
|---|---|
| Discover what topics are documented | read_wiki_structure |
| Read full repo documentation | read_wiki_contents |
| Ask a specific question about a repo | ask_question |
| Compare multiple repos | ask_question with array of repos |
read_wiki_structure to see available topics before diving into full contents.ask_question supports up to 10 repos at once for cross-project comparisons.ask_question for targeted queries — it's faster than reading full wiki contents.Skills for accessing and searching docs in DeepWiki/GitHub’s public code repositories can help users understand open-source project source codes, and users can also ask questions directly about the code docs.
Interact with local Chrome browser session (only on explicit user approval after being asked to inspect, debug, or interact with a page open in Chrome)
Web reading, search, academic research, NLP, screenshots, and PDF extraction via Jina AI mcpcall. TRIGGER when need to read a URL, search the web, find academic papers (arXiv/SSRN), classify text, rerank documents, deduplicate content, capture screenshots, or extract PDF figures.
Guide and template for converting MCP servers into self-contained Claude Code skills with a Python wrapper script. TRIGGER when creating a new MCP skill, wrapping an MCP server as a skill, or need the mcpcall script template.
Search real-world code examples from over a million public GitHub repositories via grep.app MCP. TRIGGER when need to find code usage patterns, see how developers use a library/API in practice, find production examples of a specific function or syntax, or search GitHub code at scale.
Best practices for AI-driven English-to-Chinese translation. This skill should be used when the user asks to "translate to Chinese", "update the Chinese translation", "improve Chinese translation", "fix translation quality", "review Chinese translation", or when translating any English text into Chinese. Also applies when polishing an existing Chinese translation of English content.