PR-Splitter-MCP
Allows creation of draft pull requests on GitHub as part of splitting large PRs into smaller ones.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@PR-Splitter-MCPSplit PR #6243094 into 5 smaller PRs"
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.
PR-Splitter-MCP π
A powerful Model Context Protocol (MCP) server that intelligently splits large Pull Requests into multiple smaller PRs for better code review and KPI tracking.
π€ Designed to work seamlessly with coding-flow MCP!
π¦ Installation
Via PyPI (Recommended)
pip install pr-splitter-mcpVia uvx (Quick Start)
uvx pr-splitter-mcpFrom Source
git clone https://github.com/Polly2014/PR-Splitter-MCP.git
cd PR-Splitter-MCP
poetry installβοΈ MCP Configuration
Add to your VS Code MCP settings (settings.json or mcp.json):
{
"mcp": {
"servers": {
"pr-splitter": {
"command": "uvx",
"args": ["pr-splitter-mcp"]
}
}
}
}Or if installed via pip:
{
"mcp": {
"servers": {
"pr-splitter": {
"command": "pr-splitter-mcp"
}
}
}
}π― Problem Statement
Many companies have PR count requirements as KPIs, and large features often need to be split into multiple smaller PRs for:
Better code review quality
Easier tracking and management
Meeting PR count targets
Incremental feature delivery
PR-Splitter-MCP automates this process by analyzing code structure and intelligently splitting changes.
π Workflow with coding-flow MCP
The recommended workflow combines PR-Splitter-MCP with coding-flow for optimal results:
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β PR Split Workflow β
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β 1. coding-flow.get_pr_content(prId) β Get PR files & changes β
β β β
β 2. pr-splitter.generate_split_plan_from_pr(files, count, strategy) β
β β β
β 3. Git operations (create branches, copy files, push) β
β β β
β 4. coding-flow.create_draft_pr() Γ N β Create sub-PRs β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββExample Conversation
User: Split PR #6243094 into 5 smaller PRs
AI Agent:
1. Uses coding-flow.get_pr_content() to get 12 changed files
2. Uses pr-splitter.generate_split_plan_from_pr() to create split plan:
- PR 1/5: configs (4 files)
- PR 2/5: utils (3 files)
- PR 3/5: components (2 files)
- PR 4/5: models (2 files)
- PR 5/5: inference (1 file)
3. Creates branches and commits for each split
4. Uses coding-flow.create_draft_pr() to create 5 draft PRs⨠Features
π Code Analysis: Analyze code structure, detect modules, and understand dependencies
π§ Smart Splitting: AI-powered splitting strategies based on:
Module boundaries
File types
Logical groupings
Dependency order
π€ coding-flow Integration:
generate_split_plan_from_prworks directly with PR dataπ Folder Support:
split_folder_to_planandsplit_and_push_folderfor local codeπΏ Branch Management: Automatically create feature branches and sub-branches
π€ Auto Push: Push all branches to remote repository
π PR Creation: Create draft PRs on Azure DevOps or GitHub
π Zero Config Auth: Uses system credentials (
az login,gh auth login)
π Authentication
Zero-Config Authentication - Same pattern as professional tools like coding-flow!
This tool uses native SDKs with system credentials:
Azure DevOps
Uses ChainedTokenCredential with automatic fallback:
AzureCliCredential - Uses token from
az loginInteractiveBrowserCredential - Falls back to browser login if needed
# One-time setup
az loginGitHub
Token resolution order:
GITHUB_PAT_TOKENenvironment variableGITHUB_TOKENenvironment variablegh auth tokencommand output
# One-time setup
gh auth loginRequired Python Packages
# For Azure DevOps
pip install azure-devops azure-identity msrest
# For GitHub
pip install PyGithubπ Quick Start
Installation
# Clone the repository
git clone https://github.com/Polly2014/PR-Splitter-MCP.git
cd PR-Splitter-MCP
# Install with Poetry
poetry install
# Or with pip
pip install -e .Configuration
The config.env file is optional - mainly for setting defaults:
# Git configuration
DEFAULT_REMOTE=origin
DEFAULT_BASE_BRANCH=main
# Split configuration
DEFAULT_PR_COUNT=8
SPLIT_STRATEGY=by_module # by_module, by_file, by_type, balancedUsage with VS Code + Copilot
Add to your VS Code mcp.json:
{
"servers": {
"pr-splitter": {
"command": "python",
"args": ["/path/to/PR-Splitter-MCP/server.py"],
"cwd": "/path/to/PR-Splitter-MCP",
"type": "stdio"
}
}
}π οΈ MCP Tools
Core Tools (for coding-flow integration)
generate_split_plan_from_pr β NEW
Generate a split plan directly from PR file data (from coding-flow.get_pr_content).
This is the recommended tool to use with coding-flow MCP!
Input:
- pr_files: List of files from coding-flow.get_pr_content()
- target_pr_count: Target number of PRs (default: 5)
- strategy: Split strategy (by_module, by_file, by_type, balanced)
- base_branch: Base branch for split PRs
- branch_prefix: Prefix for branch names
- pr_title_prefix: Prefix for PR titles
Output:
- plan: { prs: [...], base_branch, branch_prefix }
- summary: { total_files, total_lines, files_per_pr, lines_per_pr }
- merge_order: Recommended merge sequence
- workflow_next_steps: Git commands to executegenerate_pr_descriptions β NEW
Generate detailed PR titles and descriptions for a split plan.
Input:
- plan: Split plan from generate_split_plan_from_pr
- project_name: Name for PR titles
- include_dependencies: Include dependency info
Output:
- prs: Enhanced PRs with professional titles and descriptions
- ready_for_creation: Boolean indicating readinessAnalysis Tools
check_auth_status
Check authentication and dependency status for PR creation.
Output:
- azure_devops: { authenticated, method, message }
- github: { authenticated, method, message }
- dependencies: { installed, missing, install_command }
- ready: { ado: bool, github: bool }analyze_code_structure
Analyze the code structure of a directory or PR.
Input:
- source_path: Path to source directory
- include_patterns: File patterns to include (e.g., "*.py")
Output:
- modules: List of detected modules
- files: File inventory with metadata
- dependencies: Dependency graph between filesget_split_strategies
Get available split strategies with descriptions and workflow guidance.
Output:
- strategies: { by_module, by_file, by_type, balanced }
- workflow: Recommended steps with coding-flowFolder-based Split Tools β NEW
split_folder_to_plan
Generate a split plan from a local folder (similar to generate_split_plan_from_pr).
Input:
- folder_path: Path to folder containing code to split
- target_pr_count: Target number of PRs (default: 5)
- strategy: Split strategy (by_module, by_file, by_type, balanced)
- base_branch: Base branch for split PRs
- branch_prefix: Prefix for branch names
- include_patterns: File patterns to include (e.g., ["*.py", "*.js"])
- exclude_patterns: File patterns to exclude (e.g., ["__pycache__/*"])
Output:
- plan: Split plan with PR definitions
- summary: { total_files, total_lines, files_per_pr, lines_per_pr }
- workflow_next_steps: Instructions for next stepssplit_and_push_folder β End-to-End
All-in-one: Analyze folder, create branches, copy files, commit, and push.
Input:
- source_folder: Path to folder containing code
- target_repo_path: Path to target git repository
- target_pr_count: Target number of PRs (default: 5)
- strategy: Split strategy
- base_branch: Base branch in target repo
- branch_prefix: Prefix for branch names
- relative_path_in_repo: Where to put files in repo (e.g., "src/feature/")
- include_patterns: File patterns to include
- exclude_patterns: File patterns to exclude
- dry_run: Preview without changes (default: True)
- push: Push branches to remote (default: True)
Output:
- plan: The split plan used
- branches: Created branches with status
- next_steps: How to create the PRsPlanning & Execution Tools
generate_split_plan
Generate an intelligent split plan for local code directory.
Input:
- source_path: Path to source directory
- target_pr_count: Target number of PRs (default: 8)
- strategy: Split strategy (by_module, by_file, by_type)
- base_branch: Base branch name
Output:
- plan: List of PR definitions with files and order
- estimated_sizes: Size estimates per PR
- dependency_order: Recommended merge orderexecute_split
Execute the split plan by creating branches and commits.
Input:
- plan: Split plan from generate_split_plan
- source_path: Path to source files
- target_repo_path: Target repository path
- dry_run: Preview without making changes (default: True)
Output:
- branches: List of created branches with commit hashes
- summary: Success/failure statistics
- status: Execution statusPR Creation Tools
create_ado_pr
Create a Pull Request in Azure DevOps.
Input:
- org_url: Azure DevOps org URL (e.g., https://dev.azure.com/your-org)
- project: Project name (e.g., MyProject)
- repo: Repository name (e.g., my-repo)
- source_branch: Source branch name
- target_branch: Target branch name
- title: PR title
- description: PR description (optional)
- draft: Create as draft (default: True)
- work_item_id: ADO work item to link (optional)
Output:
- pr_id: Created PR ID
- pr_url: PR URL
- status: Creation statuscreate_github_pr
Create a Pull Request in GitHub.
Input:
- repo: Repository in format "owner/repo"
- source_branch: Source branch name
- target_branch: Target branch name (default: main)
- title: PR title
- body: PR description (optional)
- draft: Create as draft (default: True)
Output:
- pr_id: Created PR ID
- pr_url: PR URL
- status: Creation statuscreate_prs_from_plan
Batch create PRs from a split plan.
Input:
- plan: Split plan from generate_split_plan
- platform: "ado" or "github"
- repo: Repository name
- org_url: ADO org URL (required for ADO)
- project: ADO project name (required for ADO)
- draft: Create as draft PRs (default: True)
Output:
- prs_created: Number of PRs created
- pr_urls: List of PR URLs
- results: Detailed results per PRπ Example Workflows
Workflow 1: Split Existing PR (with coding-flow) β Recommended
User: Split PR #6243094 into 5 PRs targeting user/feature-test
AI Agent + MCP Servers:
1. coding-flow.get_pr_content(prIdOrUrl="PR#6243094")
β Returns 12 changed files with paths and change types
2. pr-splitter.generate_split_plan_from_pr(
pr_files=<files from step 1>,
target_pr_count=5,
strategy="by_module",
base_branch="user/feature-test"
)
β Returns split plan with 5 PRs
3. Git operations:
- git checkout -b user/feature-test (base branch)
- For each PR in plan:
- git checkout -b <branch_name> user/feature-test
- git checkout <source_branch> -- <files>
- git commit && git push
4. For each PR:
coding-flow.create_draft_pr(
branchName=<branch>,
targetBranch="user/feature-test",
title=<title>,
description=<description>
)Workflow 2: Split Local Folder (End-to-End) β NEW
User: Split /path/to/my-feature into 5 PRs and push to my-repo
AI Agent + MCP Server:
1. pr-splitter.split_and_push_folder(
source_folder="/path/to/my-feature",
target_repo_path="/path/to/my-repo",
target_pr_count=5,
strategy="by_module",
base_branch="user/myname/feature",
branch_prefix="user/myname/feature",
relative_path_in_repo="src/feature/",
dry_run=False,
push=True
)
β Creates 5 branches, copies files, commits, and pushes
2. pr-splitter.create_prs_from_plan(
plan=<plan from step 1>,
platform="ado",
org_url="https://dev.azure.com/myorg",
project="MyProject",
repo="my-repo"
)
β Creates 5 draft PRs
Done! 5 PRs created from local folder.Workflow 3: Split Local Code (Step by Step)
User: Split my code into 8 PRs
Source: /path/to/my-feature
Target: user/myname/feature-x
AI + MCP Server:
1. check_auth_status β Verify SDK authentication
2. split_folder_to_plan β Generate split plan with preview
3. [User confirms plan]
4. split_and_push_folder(dry_run=False) β Create branches and push
5. create_prs_from_plan β Create all PRs at onceπ Authentication Flow
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β PR-Splitter-MCP β
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β β
β Azure DevOps GitHub β
β βββββββββββββββββββββββ βββββββββββββββββββββββ β
β β ChainedTokenCred β β Token Resolution β β
β β ββ AzureCliCred ββββΌββ az β ββ GITHUB_PAT_TOKENβ β
β β β (from az login)β login β ββ GITHUB_TOKEN β β
β β ββ BrowserCred β β ββ gh auth token βββΌβgh β
β β (fallback) β β βauthβ
β βββββββββββββββββββββββ βββββββββββββββββββββββ β
β β β β
β βΌ βΌ β
β βββββββββββββββββββββββ βββββββββββββββββββββββ β
β β azure-devops SDK β β PyGithub SDK β β
β β (native API calls) β β (native API calls) β β
β βββββββββββββββββββββββ βββββββββββββββββββββββ β
β β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββποΈ Project Structure
PR-Splitter-MCP/
βββ server.py # Main MCP server
βββ src/
β βββ __init__.py
β βββ analyzer.py # Code structure analyzer
β βββ splitter.py # Split plan generator
β βββ git_manager.py # Git operations
β βββ pr_creator.py # PR creation (ADO/GitHub)
βββ config.env # Configuration (optional)
βββ pyproject.toml # Dependencies
βββ README.mdπ§ CLI Commands Reference
Azure DevOps CLI
# Login
az login
# Install DevOps extension
az extension add --name azure-devops
# Create PR manually
az repos pr create \
--org https://dev.azure.com/your-org \
--project MyProject \
--repository my-repo \
--source-branch user/yourname/feature \
--target-branch main \
--title "My PR" \
--draftGitHub CLI
# Login
gh auth login
# Create PR manually
gh pr create \
--repo owner/repo \
--head feature-branch \
--base main \
--title "My PR" \
--draftπ€ Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
π License
MIT License - see LICENSE for details.
π Acknowledgments
Inspired by the need for better PR management in large teams
Built with FastMCP
Thanks to the MCP community
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