deepwiki-mcp-skill
Ask questions and read documentation about any GitHub repository using DeepWiki MCP. Use when you need to understand a codebase, find specific APIs, or get context about a repository.
Why use this skill?
Use the DeepWiki MCP skill to query GitHub repository documentation. Instantly ask questions about codebases and fetch project structures using OpenClaw AI.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/jolestar/deepwiki-mcp-skillWhat This Skill Does
The deepwiki-mcp-skill empowers the OpenClaw AI agent to interact directly with indexed GitHub repositories via the DeepWiki MCP protocol. Instead of manually reading thousands of files or browsing through cryptic README files, this skill allows the agent to perform semantic searches, query specific API behaviors, and retrieve structural overviews of complex codebases. It effectively turns any indexed GitHub repository into a queryable knowledge base, enabling the agent to provide grounded, code-specific answers to technical questions.
Installation
To begin, ensure you have the uxc command-line tool installed, as it acts as the bridge for MCP server interactions. You can install it via Homebrew (brew install uxc), Cargo (cargo install uxc), or the provided shell script. Once installed, the skill utilizes the deepwiki-mcp-cli command to communicate with mcp.deepwiki.com/mcp. If you haven't installed the skill yet, run clawhub install openclaw/skills/skills/jolestar/deepwiki-mcp-skill. The agent will verify the command path upon initialization. If the binary is missing, it will attempt to link the utility automatically using uxc link deepwiki-mcp-cli mcp.deepwiki.com/mcp.
Use Cases
This skill is perfect for developers working on new projects who need to understand existing architectural patterns or dependency flows. It is particularly useful for:
- Rapidly onboarding into large, undocumented open-source projects.
- Extracting specific implementation details from complex APIs without manual code diving.
- Comparing structural layouts between different repositories.
- Summarizing core logic when refactoring or extending third-party code.
Example Prompts
- "Check the deepwiki documentation for facebook/react and explain how the useState hook is implemented internally."
- "Can you map out the primary directory structure for the repository 'owner/repo' so I can understand where the core business logic resides?"
- "Search the documentation for 'owner/repo' to find the standard way to handle authentication middleware."
Tips & Limitations
- Pre-indexing: The skill only functions on repositories already indexed by DeepWiki. Visit https://deepwiki.com to ensure your target repo is searchable.
- Efficiency: You can query up to 10 repositories simultaneously, making it great for cross-repo analysis.
- Fallback: If command linking fails, the agent is configured to use the direct
uxccommand as a fallback to ensure continuity. - Parsing: Responses arrive in an MCP JSON envelope; the agent automatically extracts the relevant text, but complex queries are best handled in structured requests.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-jolestar-deepwiki-mcp-skill": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: network-access