What is an MCP server?

An MCP (Model Context Protocol) server exposes tools, resources, and prompts to AI agents like Claude Code, Cursor, and Codex over a standard protocol. Skills Over MCP turns any GitHub repo of SKILL.md files into one.

What is a SKILL.md file?

A SKILL.md is a markdown file that teaches an agent how to do a specific task. It has a name and description in YAML frontmatter, plus instructions and examples in the body. Each SKILL.md becomes a tool the agent can call.

Is Skills Over MCP free?

Yes. Skills Over MCP is free and open source. There's no signup, no payment, and no rate limits beyond what GitHub itself imposes on the underlying API.

Can I use a private repo?

Not yet. Only public GitHub repos are supported today. Private repo support requires authentication that isn't wired up in this version.

How fast does it update after I push to GitHub?

Skills Over MCP fetches your repo's tree and SKILL.md files on demand and caches the result for about 5 minutes. New commits show up to your agent within minutes — no redeploy or migration step.

Do I need an account?

No. Paste a repo URL, copy the generated MCP URL, drop it into your agent's MCP config. That's the whole flow.

Does my code leave my repo?

Skills Over MCP reads your SKILL.md files from the public GitHub API and serves them through the MCP protocol on each request. Nothing is stored server-side beyond a short response cache.

Which clients does it work with?

Any MCP-aware client. We have copy-paste snippets for Claude Code, Cursor, and Codex on the homepage; the URL itself works with any client that speaks Streamable HTTP MCP.

skillsovermcp·/connect view on github

/connect/blader/humanizer

blader/humanizer

Removes signs of AI-generated writing from text. Connect it as a live MCP server — every SKILL.md shows up in your agent as a tool, auto-updating on every commit.

1 skill·17,160 stars·live · public

MCP URL

any MCP-aware client — transport: streamable-http

01
Open your MCP client's server settings and add a new server.
02
Set the transport to "streamable-http" (or "HTTP" if there's no streamable option) and paste this URL:

url

https://mcp.skillsovermcp.com/mcp/blader/humanizer

/tools

1 skill ready to use

Each SKILL.md shows up to your agent as a callable tool. The frontmatter says when to use it; the body says how.

humanizer
SKILL.md
|

/what

What is this page?

Skills Over MCP turns any public GitHub repo of SKILL.md files into a live MCP server. This page is the share link for blader/humanizer — hand it to a teammate and they can paste the MCP URL into Claude Code, Cursor, or Codex in seconds.

Don't have a skills repo yet? Use the template — fork it, push your own SKILL.md files, and you'll have a stable MCP URL of your own.

Connect your own repo →

Paste a GitHub URL, get a stable MCP endpoint. No signup. No rebuilds. Free for public repos.

Connect a repo browse featured repos →