AI Skill Market Insights

Real data. Real impact.

Popularity

Rising

Emerging

Active Users

0+

Developers

Time Saved

2+ hrs

Per week

Source

GitHub

Open source

Be Part of the 0+ Developer Community

Skills give you superpowers. Install in 30 seconds.

Read GitHub Docs

Access GitHub repository documentation and code via the gitmcp.io MCP service.

URL Conversion

Convert GitHub URLs to gitmcp.io:

github.com/owner/repo

→

gitmcp.io/owner/repo

https://github.com/karpathy/llm-council

→

https://gitmcp.io/karpathy/llm-council

CLI Usage

The

scripts/gitmcp.py

script provides CLI access to repository docs.

List Available Tools

python3 scripts/gitmcp.py list-tools owner/repo

Fetch Documentation

Retrieves the full documentation file (README, docs, etc.):

python3 scripts/gitmcp.py fetch-docs owner/repo

Search Documentation

Semantic search within repository documentation:

python3 scripts/gitmcp.py search-docs owner/repo "query"

Search Code

Search code using GitHub Search API (exact match):

python3 scripts/gitmcp.py search-code owner/repo "function_name"

Fetch Referenced URL

Fetch content from URLs mentioned in documentation:

python3 scripts/gitmcp.py fetch-url owner/repo "https://example.com/doc"

Direct Tool Call

Call any MCP tool directly:

python3 scripts/gitmcp.py call owner/repo tool_name '{"arg": "value"}'

Tool Names

Tool names are dynamically prefixed with the repo name (underscored):

karpathy/llm-council

→

fetch_llm_council_documentation

```
facebook/react
```
→
```
fetch_react_documentation
```

my-org/my-repo

→

fetch_my_repo_documentation

Available MCP Tools

For any repository, these tools are available:

fetch_{repo}_documentation - Fetch entire documentation. Call first for general questions.
search_{repo}_documentation - Semantic search within docs. Use for specific queries.
search_{repo}_code - Search code via GitHub API (exact match). Returns matching files.
fetch_generic_url_content - Fetch any URL referenced in docs, respecting robots.txt.

Workflow

When given a GitHub repo, first fetch documentation to understand the project
Use search-docs for specific questions about usage or features
Use search-code to find implementations or specific functions
Use fetch-url to retrieve external references mentioned in docs

Read GitHub

AI Skill Market Insights

Be Part of the 0+ Developer Community

Read GitHub Docs

URL Conversion

CLI Usage

List Available Tools

Fetch Documentation

Search Documentation

Search Code

Fetch Referenced URL

Direct Tool Call

Tool Names

Available MCP Tools

Workflow

Quick Start

Manual Installation

TEAR & SHARE

Tags

using-git-worktrees

finishing-a-development-branch

test-driven-development

requesting-code-review

receiving-code-review

Channels

Learn

Compare

Company