mcp-python-starter: Instructions file for Codex

AGENTS.md

mcp-python-starter AGENTS.md is an instructions file for Codex, OpenCode from SamMorrowDrums/mcp-python-starter. It costs 1,072 tokens per session, scanned A, original, MIT.

Repository instructions for a Python starter template for an MCP server. MCP, or Model Context Protocol, is a standard way for an AI assistant to connect to tools and data.

In plain words
What is it for?
Use them when learning or developing an MCP server with Python, including its tools, resources, prompts, and HTTP or standard-input modes.
Why use it?
They provide the commands and project structure needed to install, run, test, lint, format, and type-check the starter server.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: mentions AGENTS.md.

This is SamMorrowDrums/mcp-python-starter's own configuration. It tells Codex and OpenCode how to work on mcp-python-starter itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything mcp-python-starter configures →

Reuse

Borrowing it

Nothing to install: this file belongs to SamMorrowDrums/mcp-python-starter. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/SamMorrowDrums/mcp-python-starter/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/SamMorrowDrums/mcp-python-starter

Made for: Codex, OpenCode.

Wrote this? Show the measurements

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README.md
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Per session 1,072 This file is loaded in full into every session.
When invoked 1,072 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.01072 $0.01072
Opus 5.5 $0.00429 $0.00429
Sonnet 5.5 $0.00214 $0.00214
Haiku 4.5 $0.00107 $0.00107

Measured 2mo ago against content hash 0ebcc39b5b40, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

mcp-python-starter AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

AGENTS.md · 137 lines

How it starts

The opening of the file, as written. The whole thing — 137 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md

This file provides context for AI coding agents working in this repository.

Quick Reference

Task Command
Install uv sync --all-extras --dev
Test uv run pytest -v
Lint uv run ruff check .
Lint fix uv run ruff check --fix .
Format uv run ruff format .
Format check uv run ruff format --check .
Type check uv run mypy . --ignore-missing-imports
Run (stdio) uv run mcp-python-starter
Run (HTTP) uv run mcp-python-starter --http

Project Overview

MCP Python Starter is a feature-complete Model Context Protocol (MCP) server template in Python using FastMCP. It demonstrates all major MCP features including tools, resources, resource templates, prompts, sampling, progress updates, and dynamic tool loading.

Purpose: Workshop starter template for learning MCP server development.

Technology Stack

  • Runtime: Python >=3.11
  • MCP SDK: mcp (FastMCP)
  • HTTP Server: uvicorn
  • CLI: Click
  • Package Manager: uv (lockfile: uv.lock - committed to repo)
  • Linter/Formatter: Ruff
  • Type Checker: mypy or pyright

Project Structure

mcp_starter/
├── __init__.py
└── server.py       # Main server with all MCP features

.vscode/
├── mcp.json            # MCP server configuration for VS Code
├── tasks.json          # Build/run tasks
├── launch.json         # Debug configurations
└── extensions.json     # Recommended extensions

.devcontainer/
└── devcontainer.json   # DevContainer configuration

pyproject.toml          # Package configuration and tool settings

Build & Run Commands

# Install dependencies (uses uv.lock for reproducible installs)
uv sync --all-extras --dev

# Run server (stdio)
uv run mcp-python-starter

# Run server (HTTP)
uv run mcp-python-starter --http

Linting & Formatting

# Lint code
uv run ruff check .

# Fix lint issues
uv run ruff check --fix .

# Format code
uv run ruff format .

# Check formatting (CI mode)
uv run ruff format --check .

# Type checking
uv run mypy . --ignore-missing-imports

Read the full file on GitHub · 137 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 137 lines · 1,072 tokens per session scan A 0ebcc39b5b40

Subscribe to this mod's changes

mcp-python-starter AGENTS.md is an instructions file published in the GitHub repository SamMorrowDrums/mcp-python-starter (19 stars, last pushed 4d ago), licensed MIT. It adds 1,072 tokens to every session, about $0.0043 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

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mcp-python-starter AGENTS.md next to 6 instructions from other repositories
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deepseek-harness AGENTS.mddeepseek-ai/deepseek-harnessInstructions file274k2d agoMITA4,313Codex, OpenCode