GitMCP
Gives your AI assistant the current docs and code of any GitHub project from one URL
by Ido Salomon
GitDiagram
by Ahmed KhaleelConnectorWrite code
Turns any public GitHub project into a clickable diagram of how its parts fit together
About GitDiagram
GitDiagram is a free website and connector that turns a GitHub repository into an interactive architecture diagram with a written explanation. Your AI agent can read the same explanation through it, with no sign-in.
For People exploring a new codebaseDevelopers using AI agents
Made by Ahmed Khaleel
An open-source project (MIT license) by Ahmed Khaleel, published on GitHub under the account ahmedkhaleel2004. It credits Romain Courtois's Gitingest as its inspiration.
- Stars
- ★ 19k
- License
- MIT
- Cost
- Free
- Level
- Beginner
- Runs
- Cloud
Screenshots
From the project's own repository.
Overview
GitDiagram is a free website and MCP connector by Ahmed Khaleel that draws the architecture of a GitHub repository. Paste a repository link, or replace 'hub' with 'diagram' in its GitHub address, and you get an interactive diagram with a written explanation, where each part links to its files. Your AI agent can read the same explanation, components and Mermaid source through the connector, with no key or sign-in. It suits anyone trying to understand an unfamiliar codebase.
You see how a project is organised before reading any code, and the connector gives your agent the same map.
Try these first
Start with the first one: it is a small task you can check easily.
- How is fastapi/fastapi structured? List its main components and how they connect.First try · read-only
- Give me the Mermaid source for the architecture of [owner/repo].
- Is there an explainer video for [owner/repo]? Give me the link.
- Search the stored diagrams for projects about [topic].
Example prompts written by Agent Flows Hub.
Capabilities
From the creator's documentation.
| Toolset | What your agent can do | Access |
|---|---|---|
| Architecture explanation | A written explanation of how a public repository is put together | Read |
| Components and connections | The main parts of the project and how they link | Read |
| Mermaid source | The diagram as Mermaid code you can reuse | Read |
| Diagram search | Search the diagrams GitDiagram has already stored | Read |
| Explainer videos | Links to one-minute narrated videos; making new ones is in early access | Read |
Good to know
Understand how an unfamiliar public repository is organised before reading its code. The site and connector give a diagram, an explanation of the main components and how they connect, and links to the files behind each part.
Limits
- The connector reads public repositories. Private repositories need a GitHub token, which you add on the website.
- The diagram and explanation are AI-generated. Check a component's linked files before relying on a connection it shows.
Notes by Agent Flows Hub (original project name: gitdiagram), written from the creator's documentation, not from running it ourselves. GitDiagram README: features and use from AI agents
Stuck setting it up?
Tell us what happened. We take a look first; if it needs paid work, you get an estimate before anything starts.
More to write code
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