What is bitbucket-python-mcp CLAUDE.md?

Repository instructions for an AI coding agent working on a Python server that connects to Bitbucket, a code-hosting service. They document the project, setup commands, tests, formatting, and publishing.

Use them when installing dependencies, running tests, formatting or linting code, starting the server, building the package, publishing it, or changing its version.

They give the agent the project’s conventions and the commands needed to work safely without guessing how the repository is structured or tested.

How clikader/bitbucket-python-mcp configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to clikader/bitbucket-python-mcp. 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/clikader/bitbucket-python-mcp/main/CLAUDE.md

Clone the repo

git clone --depth 1 https://github.com/clikader/bitbucket-python-mcp

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/clikader/bitbucket-python-mcp/claude-md/github.svg)](https://agentmods.dev/instructions/clikader/bitbucket-python-mcp/claude-md)

Your own site

<a href="https://agentmods.dev/instructions/clikader/bitbucket-python-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/clikader/bitbucket-python-mcp/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/clikader/bitbucket-python-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/clikader/bitbucket-python-mcp/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 1,198 This file is loaded in full into every session.

When invoked 1,198 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.

Model	Per session	Once invoked
Fable 5.1	$0.01198	$0.01198
Opus 5.5	$0.00479	$0.00479
Sonnet 5.5	$0.00240	$0.00240
Haiku 4.5	$0.00120	$0.00120

Measured 2mo ago against content hash ef4827a5370b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

bitbucket-python-mcp CLAUDE.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.

CLAUDE.md · 118 lines

How it starts

The opening of the file, as written. The whole thing — 118 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Project Overview

BitBucket MCP Server - A Model Context Protocol (MCP) server for BitBucket Cloud operations. Enables AI coding agents (Claude Code CLI, Codex CLI) to interact with BitBucket repositories, branches, and pull requests.

Commands

# Install dependencies
just install-dev       # or: uv sync --all-extras

# Run tests
just test              # or: uv run pytest
uv run pytest tests/test_memory.py -v           # Run specific test file
uv run pytest tests/test_memory.py::test_name   # Run specific test

# Lint and format
just fmt               # Format and auto-fix
just lint              # Lint only (no fixes)

# Run the server
just run               # or: uv run bitbucket-python-mcp
just dev               # Run with debug logging

# Build and publish
just build             # Build package
just publish           # Publish to PyPI
just publish-test      # Publish to TestPyPI

# Version management
just bump-version patch   # 0.1.0 -> 0.1.1
just bump-version minor   # 0.1.0 -> 0.2.0
just bv patch             # Alias for bump-version

Architecture

Core Components

server.py: FastMCP server entry point. Creates the MCP server instance and registers all tool modules.
client.py: Async wrapper around atlassian-python-api. Uses asyncio.to_thread to wrap synchronous BitBucket Cloud API calls. Provides BitBucketClient class with lazy initialization.
config.py: Environment configuration (BitBucketConfig) and git remote URL detection (RepoContext). Auto-detects workspace/repository from git remote.
memory.py: Persistent memory system for storing workspace standards and learnings. Stores JSON in ~/.bitbucket-python-mcp/memory/.

Tool Modules (`tools/`)

Each module exports a register_*_tools(mcp) function that registers MCP tools:

repositories.py: Repository CRUD operations
branches.py: Branch management
pull_requests.py: PR operations (create, review, approve, comment)
search.py: Code search and file browsing
memory.py: Memory system tools for storing/retrieving learnings
users.py: User search, workspace member lookup, default reviewers

Read the full file on GitHub · 118 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.

2mo ago First seen · 118 lines · 1,198 tokens per session scan A ef4827a5370b

Subscribe to this mod's changes

bitbucket-python-mcp CLAUDE.md is an instructions file published in the GitHub repository clikader/bitbucket-python-mcp (0 stars, last pushed 9mo ago), licensed MIT. It adds 1,198 tokens to every session, about $0.0048 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 2026-08-31.

bitbucket-python-mcp CLAUDE.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
bitbucket-python-mcp CLAUDE.mdclikader/bitbucket-python-mcp	Instructions file	0	9mo ago	MIT	A	1,198	Claude Code
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	9,719	GitHub Copilot
next.js AGENTS.mdvercel/next.js	Instructions file	143k	yesterday	MIT	A	7,461	Codex, OpenCode
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vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	5,516	GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	3,093	GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness	Instructions file	274k	2d ago	MIT	A	4,313	Codex, OpenCode

bitbucket-python-mcp: Instructions file for Claude Code

Borrowing it

Wrote this? Show the measurements

What it costs to keep this loaded

Grade A, and why

Nothing flagged

How it starts

CLAUDE.md

Project Overview

Commands

Architecture

Core Components

Tool Modules (`tools/`)

What this file has done since we first saw it

bitbucket-python-mcp CLAUDE.md compared with instructions from other repositories

bitbucket-python-mcp: Instructions file for Claude Code

Borrowing it

Wrote this? Show the measurements

What it costs to keep this loaded

Grade A, and why

Nothing flagged

How it starts

CLAUDE.md

Project Overview

Commands

Architecture

Core Components

Tool Modules (tools/)

What this file has done since we first saw it

bitbucket-python-mcp CLAUDE.md compared with instructions from other repositories

Tool Modules (`tools/`)