Agent skill

Deepwiki MCP Skill

by holon-run in holon-run/uxc

Ask questions and read documentation about any GitHub repository using DeepWiki MCP.

MITAuto-check passedAgent Workflows

Install Deepwiki MCP Skill

skills CLI
$ npx skills add holon-run/uxc --skill deepwiki-mcp-skill -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install holon-run/uxc deepwiki-mcp-skill --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/holon-run/uxc.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/deepwiki-mcp-skill .claude/skills/deepwiki-mcp-skill && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
deepwiki-mcp-skill
GitHub stars
116
Token cost
~700 tokens
SKILL.md length
230 words
Files
4 (incl. scripts, references)
Skills in repo
62
Repo updated
First seen
Licence
MIT

At a glance

Ask questions and read documentation about any GitHub repository using DeepWiki MCP.

  • Works in 4 steps: Use fixed link command by default → Ask a question about a repository → Read wiki structure → …
  • You need to understand a codebase
  • SKILL.md covers Prerequisites, Core Workflow, Available Tools and Usage Examples, plus 3 more sections
  • Runs Shell scripts from its folder; calls brew, curl and bash

What it does

Deepwiki MCP Skill is an agent skill from holon-run/uxc. 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.

Its SKILL.md is about 700 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/usage-patterns.md` and `scripts/validate.sh`).

It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol and GitHub. The repository describes itself as: A unified CLI for discovering and invoking tools across OpenAPI, MCP, GraphQL, gRPC, and JSON-RPC. The licence is MIT.

When your agent uses it

  • You need to understand a codebase
  • Find specific APIs
  • Get context about a repository

Example prompts

  • “/deepwiki-mcp-skill”

Requirements

  • A Bash shell

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Use fixed link command by default
  2. Ask a question about a repository
  3. Read wiki structure
  4. Read wiki contents

What it can do on your machine

Read from SKILL.md and the folder at commit 562d47c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Shell), which the agent can run.

    Shell commands in SKILL.md call:

    • brew
    • curl
    • bash
    • cargo

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • deepwiki.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Deepwiki MCP Skill loads about 700 tokens when it runs, and up to ~1.1k if it reads all its reference files. Until then it costs about 51 tokens; SKILL.md has 230 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~51
When it runs · the whole SKILL.md, loaded when a task matches
~700
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from holon-run/uxc at commit 562d47c, republished under its MIT licence (© holon-run). 230 words, ~700 tokens.

Download SKILL.mdSave it as .claude/skills/deepwiki-mcp-skill/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
deepwiki-mcp-skill
description
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.
metadata.short-description
Query GitHub repo docs via DeepWiki

DeepWiki Skill

Use this skill to query GitHub repository documentation and ask questions about codebases.

Prerequisites

  • uxc is installed and available in PATH.
  • Network access to mcp.deepwiki.com/mcp

Note: Repositories must be indexed on DeepWiki first. Visit https://deepwiki.com to index a repository.

Install uxc

Choose one of the following methods:

Homebrew (macOS/Linux):

bash
brew tap holon-run/homebrew-tap
brew install uxc

Install Script (macOS/Linux, review before running):

bash
curl -fsSL https://raw.githubusercontent.com/holon-run/uxc/main/scripts/install.sh -o install-uxc.sh
less install-uxc.sh
bash install-uxc.sh

Cargo:

bash
cargo install uxc

Core Workflow

  1. Use fixed link command by default:

    • command -v deepwiki-mcp-cli
    • If missing, create it: uxc link deepwiki-mcp-cli mcp.deepwiki.com/mcp
    • deepwiki-mcp-cli -h
    • If command conflict is detected and cannot be safely reused, stop and ask skill maintainers to pick a different fixed command name.
  2. Ask a question about a repository:

    • deepwiki-mcp-cli ask_question repoName=owner/repo question='your question'
  3. Read wiki structure:

    • deepwiki-mcp-cli read_wiki_structure repoName=owner/repo
  4. Read wiki contents:

    • deepwiki-mcp-cli read_wiki_contents repoName=owner/repo

Available Tools

  • ask_question: Ask any question about a GitHub repository and get an AI-powered response
  • read_wiki_structure: Get a list of documentation topics for a repository
  • read_wiki_contents: View documentation about a repository

Usage Examples

Ask about a codebase
bash
deepwiki-mcp-cli ask_question repoName=facebook/react question='How does useState work?'
Explore repository structure
bash
deepwiki-mcp-cli read_wiki_structure '{"repoName":"facebook/react"}'
Read documentation
bash
deepwiki-mcp-cli read_wiki_contents repoName=facebook/react

Output Parsing

The response is an MCP JSON envelope. Extract the content from .data.content[].text.

Notes

  • Maximum 10 repositories per question
  • Some popular repositories may already be indexed
  • Responses are grounded in the actual codebase
  • deepwiki-mcp-cli <operation> ... is equivalent to uxc mcp.deepwiki.com/mcp <operation> ....
  • If link setup is temporarily unavailable, use direct uxc mcp.deepwiki.com/mcp ... calls as fallback.

Reference Files

  • Workflow details: references/usage-patterns.md

© holon-run, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files (scripts, references) in skills/deepwiki-mcp-skill of holon-run/uxc.

  • SKILL.md
  • agents/openai.yaml
  • references/usage-patterns.md
  • scripts/validate.sh

Open the folder on GitHubat commit 562d47c

Compare with similar skills

Deepwiki MCP Skill next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Deepwiki MCP Skill compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Deepwiki MCP Skill this skillholon-run/uxc116—~700Automated safety check: PassMIT
Building MCP Server On CloudflareCommandCodeAI/agent-skills132—~1.5kAutomated safety check: PassMIT
Adding MCP Store ServersPostHog/posthog40k—~1.6kAutomated safety check: PassCustom licence
MCP Gateway ConfigurationHack23/cia239—~1.8kAutomated safety check: PassApache-2.0
Skill Seekers Builderyusufkaraaslan/Skill_Seekers15k—~760Automated safety check: PassMIT
MCP Apps Builderawslabs/cli-agent-orchestrator1.4k—~1.7kAutomated safety check: PassApache-2.0

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Questions about Deepwiki MCP Skill

What does Deepwiki MCP Skill do?

Ask questions and read documentation about any GitHub repository using DeepWiki MCP. Deepwiki MCP Skill is an agent skill from holon-run/uxc. Ask questions and read documentation about any GitHub repository using DeepWiki MCP.

When should I use Deepwiki MCP Skill?

Deepwiki MCP Skill fits situations like: you need to understand a codebase; find specific APIs; get context about a repository.

How do I install Deepwiki MCP Skill in Claude Code?

Run `npx skills add holon-run/uxc --skill deepwiki-mcp-skill -a claude-code`. Or copy the skill folder (skills/deepwiki-mcp-skill in holon-run/uxc) into .claude/skills/deepwiki-mcp-skill in your project. Claude Code loads it when a task matches its description.

How do I install Deepwiki MCP Skill in Codex?

Run `npx skills add holon-run/uxc --skill deepwiki-mcp-skill -a codex`. Or copy the skill folder (skills/deepwiki-mcp-skill in holon-run/uxc) into .agents/skills/deepwiki-mcp-skill in your project. Codex loads it when a task matches its description.

Can I use Deepwiki MCP Skill in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add holon-run/uxc --skill deepwiki-mcp-skill -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/deepwiki-mcp-skill, .gemini/skills/deepwiki-mcp-skill, .github/skills/deepwiki-mcp-skill and .opencode/skills/deepwiki-mcp-skill in your project.

What does Deepwiki MCP Skill need to run?

Going by SKILL.md and its folder, Deepwiki MCP Skill needs a shell for the scripts in its folder and the command-line tools its instructions call (brew, curl, bash and cargo). Our summary lists: A Bash shell.

Does Deepwiki MCP Skill access the network?

SKILL.md names 1 domain. As links in the text: deepwiki.com. This is read from the text; nothing was executed.

Is Deepwiki MCP Skill safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Deepwiki MCP Skill use?

Deepwiki MCP Skill is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Deepwiki MCP Skill use?

About 700 tokens (SKILL.md is roughly 2.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 357 tokens, read only when the agent opens those files.

What are the alternatives to Deepwiki MCP Skill?

Skills that share tags, products or a category with Deepwiki MCP Skill: Building MCP Server On Cloudflare (CommandCodeAI/agent-skills, 132 stars), Adding MCP Store Servers (PostHog/posthog, 40k stars), MCP Gateway Configuration (Hack23/cia, 239 stars) and Skill Seekers Builder (yusufkaraaslan/Skill_Seekers, 15k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Deepwiki MCP Skill?

holon-run (a GitHub organization) maintains it in holon-run/uxc, which has 116 GitHub stars. The repository holds 62 skills in this directory. The repository was last updated on September 15, 2026.

Source: holon-run/uxc on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.