polybugger-mcp AGENTS.md

polybugger-mcp AGENTS.md is an instructions file for Codex, OpenCode from wilfoa/polybugger-mcp. It costs 759 tokens per session, scanned A, original, MIT.

Project instructions for a Python MCP server that lets AI agents debug Python programs interactively. It connects MCP tool calls to debugpy through the Debug Adapter Protocol, a standard way for tools to control debuggers.

In plain words
What is it for?
Use it when developing or testing debugging sessions, breakpoints, program execution, inspection, and captured output in the Python debugger server.
Why use it?
It explains the server structure, debugging components, configuration, and tests in one place. This helps contributors understand where to change code and how to verify it.

Instructions file for CodexOpenCode

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/wilfoa/polybugger-mcp/agents-md
Clone the repo
git clone --depth 1 https://github.com/wilfoa/polybugger-mcp

Made for: Codex, OpenCode.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

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README.md
[![agentmods](https://agentmods.dev/badge/instructions/wilfoa/polybugger-mcp/agents-md.svg)](https://agentmods.dev/instructions/wilfoa/polybugger-mcp/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/wilfoa/polybugger-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/wilfoa/polybugger-mcp/agents-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 759 This file is loaded in full into every session.
When invoked 759 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
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 $0.00759 $0.00759
Opus 5 $0.00380 $0.00380
Sonnet 5 $0.00152 $0.00152
Haiku 4.5 $0.00076 $0.00076

Measured 3d ago against content hash f7811bb55be6, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

polybugger-mcp 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 3d 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 · 96 lines

How it starts

The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Python Debugger MCP

Project Overview

This is a Python MCP (Model Context Protocol) server that enables AI agents to debug Python code interactively. It translates MCP tool calls to DAP (Debug Adapter Protocol) messages for debugpy.

Tech Stack

  • Language: Python 3.10+
  • Framework: FastAPI with uvicorn, MCP SDK
  • Debugger: debugpy (Python debugger)
  • Testing: pytest with pytest-asyncio
  • Package Manager: pip with pyproject.toml

Project Structure

src/polybugger_mcp/
  api/           # FastAPI routers (sessions, breakpoints, execution, inspection, output)
  adapters/      # DAP client and debugpy adapter
  core/          # Session management, events, exceptions
  models/        # Pydantic models (DAP, requests, responses)
  persistence/   # Breakpoint storage
  utils/         # Output buffer
  config.py      # Pydantic Settings configuration
  main.py        # FastAPI app entry point
  mcp_server.py  # MCP server with debug_* tools

tests/
  unit/          # Unit tests for buffer and persistence
  integration/   # API integration tests
  e2e/           # End-to-end debug session tests

Running the Project

# Activate virtual environment
source .venv/bin/activate

# Start the HTTP server
python -m polybugger_mcp.main

# Start the MCP server (stdio)
python -m polybugger_mcp.mcp_server

# Run tests
pytest tests/ -v

Debugging This Project

This project includes its own debugging tools as MCP tools.

Using the Debug Tools

  1. Start the MCP server - Configure your MCP client to use:

    {
      "mcpServers": {
        "python-debugger": {
          "command": "uvx",
          "args": ["polybugger-mcp"]
        }
      }
    }
    
  2. Use the debug_ tools* to debug Python code in this project:

    • debug_create_session - Create a session with project_root
    • debug_set_breakpoints - Set breakpoints in source files
    • debug_launch - Launch test scripts or the server itself
    • debug_get_stacktrace, debug_get_variables, debug_evaluate - Inspect state

Read the full file on GitHub · 96 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. 3d ago First seen · 96 lines · 759 tokens per session scan A f7811bb55be6

Subscribe to this mod's changes

polybugger-mcp AGENTS.md is an instructions file published in the GitHub repository wilfoa/polybugger-mcp (2 stars, last pushed 7mo ago), licensed MIT. It adds 759 tokens to every session, about $0.0038 per session on Opus 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 2026-08-31.

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