Which integrations are available for this server?

Used to create a multi-tool MCP server that can host multiple tools in a single endpoint Integrates with GitHub's remote MCP server in public preview, allowing users to register and use remote tools on GitHub's cloud MCP platform Provides a chat interface for interacting with the MCP agent tools Enables running local language models through Ollama to power the agent capabilities Provides tools for calculations and string manipulation through Python functions exposed as MCP tools

How do I use GitHub Remote MCP Server?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@GitHub Remote MCP Server calculate 15 \* (3 + 7)" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

Open in GitHub Codespaces

🧠 Agent with MCP Tools and Ollama (Codespaces Ready)

This project demonstrates how to use smolagents, mcp, and Ollama in GitHub Codespaces, and how to integrate with GitHub's remote MCP server (public preview).

Lab 1: Use Local MCP Inspector in Codespaces

✅ Setup

Open this repo in GitHub Codespaces
Ensure .devcontainer builds the container with Ollama and Python dependencies
In terminal:

pip install mcp mcp dev calculator.py

MCP Inspector UI at: http://localhost:6274
SSE endpoint at: http://localhost:6277/sse

✅ Test Agent via CLI

python test_calculator_agent.py

✅ Or Use Chat UI

python chat_calculator_agent.py

Related MCP server: GitHub MCP Server

Lab 2: Use GitHub’s New Remote MCP Server (Public Preview)

🆕 As of June 12, 2025, you can register and use remote tools on GitHub’s cloud MCP platform.

🛠 Steps

Install latest mcp CLI:

pip install --upgrade mcp

Register your tool with GitHub’s MCP cloud server:

mcp register --tool calculator.py --remote

Start agent with remote tools:

mcp_client = MCPClient({ "url": "https://mcp.github.dev/sse", "token": "<your GitHub token>" })

Run the CLI agent or Gradio app as usual

🔁 Lab 3: Add a Second Tool (Reverse String)

This lab shows how to add another tool to the MCP Inspector workflow.

✅ Setup

Create reverse_string.py:

from mcp import tool @tool def reverse_string(text: str) -> str: return text[::-1]

Then launch it:

mcp dev reverse_string.py

Update your test agent or Gradio interface to prompt:

"Reverse the string 'hello world'"

🧠 The LLM will choose the appropriate tool via schema-based reasoning.

🎁 Bonus: Multi-Tool MCP Server

Instead of running individual tools, you can host multiple tools in a single server using FastMCP.

✅ Setup

Create a file multi_tool_server.py:

from fastapi import FastAPI from fastmcp import FastMCP from mcp import tool @tool def calculator(expression: str) -> str: try: result = eval(expression, {"__builtins__": {}}) return str(result) except Exception as e: return f"Error: {str(e)}" @tool def reverse_string(text: str) -> str: return text[::-1] app = FastMCP().app

Run it with:

python multi_tool_server.py

Then connect your agent to:

MCPClient({"url": "http://127.0.0.1:7860/sse"})

Now you can access both tools from one endpoint!