MCP Github Trending MCP Server

A MCP server that provides access to GitHub trending repositories and developers data through a simple API interface.

Local serverstdioPython

What is the MCP Github Trending MCP server?

MCP Github Trending MCP server is a locally run integration for AI assistants that speak the Model Context Protocol. A MCP server that provides access to GitHub trending repositories and developers data through a simple API interface.

What you get

  • Access GitHub trending repositories and developers data
  • Filter by programming language
  • Filter by time period (daily, weekly, monthly)
  • Filter by spoken language
  • Returns well-formatted JSON responses

What the assistant can call

Once MCP Github Trending is connected, these are the calls the assistant has available:

  • get_github_trending_repositories — Gets trending repositories from GitHub with the following parameters:
  • get_github_trending_developers — Gets trending developers from GitHub with the following parameters:
  • Prerequisites — The Prerequisites tool exposed by this server
  • Debugging — For the best debugging experience, use the MCP Inspector

Configuration and credentials

You will need one environment variable: UV_PUBLISH_TOKEN. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.

  • Python 3.12

Setting it up

Installation goes through your MCP client rather than a global install: point it at @modelcontextprotocol/inspector on npm and it is fetched when the client starts. The copy-paste blocks for Claude Desktop, Claude Code and Cursor are further down this page.

Choosing this one

This sits in the developer tooling group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. MCP Github Trending's toolset — get_github_trending_repositories, get_github_trending_developers, Prerequisites and 1 more — is a fair guide to whether it matches your workflow. It is maintained by hetaoBackend; worth a glance at recent repository activity before you build anything load-bearing on it.

This entry was verified against MCP Github Trending's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.

Before you rely on it

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • Missing credentials fail quietly in some clients — if no tools show up, check the environment block first.
  • MCP clients confirm each tool call by default. Leave that on until you have watched what the mcp github trending mcp server does with a few real requests.

Available tools

ToolWhat it does
get_github_trending_repositoriesGets trending repositories from GitHub with the following parameters:
get_github_trending_developersGets trending developers from GitHub with the following parameters:
PrerequisitesThe Prerequisites tool exposed by this server.
DebuggingFor the best debugging experience, use the [MCP Inspector](https://github.com/modelcontextprotocol/inspector).

How to install the MCP Github Trending MCP server

{
  "mcpServers": {
    "mcp-github-trending": {
      "command": "uv",
      "args": [
        "--directory",
        "/path/to/mcp-github-trending",
        "run",
        "mcp-github-trending"
      ]
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Configuration

  • Python 3.12
VariableDescriptionRequired
UV_PUBLISH_TOKENCredential the server authenticates with.Yes

Example prompts to try

  • Use MCP Github Trending to get github trending repositories.
  • Use MCP Github Trending to get github trending developers.
  • Use MCP Github Trending to Prerequisites.

Frequently asked questions

It connects MCP Github Trending to MCP-compatible AI assistants such as Claude and Cursor, exposing 4 tools (get_github_trending_repositories, get_github_trending_developers, Prerequisites, and more) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with MCP Github Trending directly.