Small

A minimal FastMCP server in Python that demonstrates all four MCP primitives: tools, resources, resource templates, and prompts — including how to use the context object for logging and progress reporting.

Requirements

• uv (package manager)
• Python 3.14+

Setup

uv sync

Run

uv run python main.py

The server starts in stdio mode, ready to be connected to any MCP client.

Primitives

Tools

Functions the LLM can call to perform actions.

Tool	Description
add(a, b)	Add two numbers
word_count(text)	Count words, characters, and lines
current_time(timezone)	Return the current UTC time
log_message(message)	Log a message via MCP context (demonstrates progress + logging)

Resources

Static data the LLM can read.

URI	Description
resource://server/info	Basic info about this server
resource://snippets/hello-world	A Python Hello World snippet

Resource Templates

Dynamic resources resolved from a URI pattern.

Template	Description
resource://snippets/{language}/hello	Hello World snippet for python, javascript, go, or rust

Prompts

Reusable prompt templates the LLM can request by name.

Prompt	Args	Description
summarize	text, style	Ask for a summary in a given style
code_review	code, language	Request a code review
explain_concept	concept, audience	Explain a concept to a target audience

Context

The log_message tool shows how to inject ctx: Context into a tool to:

• Send log messages back to the client via ctx.info()
• Report progress via ctx.report_progress(progress, total)

Inspect with MCP Inspector

uv run fastmcp dev inspector main.py

Then open the URL printed in the terminal to browse and call tools, read resources, and render prompts interactively.

Connect to Claude Desktop

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "small-mcp": {
      "command": "uv",
      "args": ["run", "--directory", "/Users/nishantbhagat/Study/Projects/small mcp", "python", "main.py"]
    }
  }
}

Project Structure

small mcp/
├── main.py          # MCP server (all primitives in one file)
├── pyproject.toml   # uv project config
└── uv.lock