github-ops-mcp
MCP server that enables LLMs to search GitHub, clone repositories, and perform read-only git/GitHub operations such as listing branches, commits, issues, and pull requests.
README
github-ops-mcp
A small MCP server that lets an LLM (Claude Desktop, Claude Code, or any MCP client) search GitHub, clone repos into a sandboxed workspace, and run common read-only git / gh operations. Personal project — see plan.md for the design.
1. Prerequisites
Make sure these are installed and working before you continue:
git --version # any recent git
gh --version # GitHub CLI — https://cli.github.com/
python3 --version # Python 3.11 or newer
Log in to GitHub once (opens a browser):
gh auth login
Verify:
gh auth status
2. Install
git clone <this-repo> github_operation_mcp
cd github_operation_mcp
# Create a virtualenv (any Python 3.11+ works; example uses 3.14)
python3 -m venv .venv
source .venv/bin/activate
# Install the package + its one dependency (mcp SDK, pinned to v1.x)
pip install --upgrade pip
pip install -e .
3. Run the server
Option A — stdio (for Claude Desktop / Claude Code)
python -m github_ops_mcp.server --stdio
You normally don't run this by hand — Claude Desktop launches it for you via the config in step 4.
Option B — HTTP / SSE (for remote clients / demos)
python -m github_ops_mcp.server --http --host 0.0.0.0 --port 8000
The MCP endpoint is then at http://<host>:8000/mcp.
4. Wire it into Claude Desktop
Edit (or create) the config file:
- macOS:
~/Library/Application Support/Claude/claude_desktop_config.json - Windows:
%APPDATA%\Claude\claude_desktop_config.json
Add this entry (replace the two paths with your absolute paths):
{
"mcpServers": {
"github-ops": {
"command": "/Users/YOU/Documents/github_operation_mcp/.venv/bin/python",
"args": ["-m", "github_ops_mcp.server", "--stdio"],
"env": {
"WORKSPACE_ROOT": "/Users/YOU/Documents/github_operation_mcp/test_repos"
}
}
}
}
Then fully quit Claude Desktop (Cmd+Q, not just close the window) and reopen it. You should see 25 tools appear under the github-ops server.
WORKSPACE_ROOT— optional. Everyclone_repocall lands under this directory as<owner>__<repo>/. If you omit it, the server defaults to aworkspace/folder next to the package.
5. Wire it into Claude Code
Either add the same block to a .mcp.json at the project root, or run:
claude mcp add github-ops \
/Users/YOU/Documents/github_operation_mcp/.venv/bin/python \
-- -m github_ops_mcp.server --stdio
6. Try it
In Claude Desktop:
- "Search for repositories about MCP servers" →
search_repos - "Give me a full summary of
modelcontextprotocol/python-sdk" →generate_repo_summary - "Clone
octocat/Hello-World" →clone_repo - "What branches does it have?" →
list_branches - "Show me the last 5 commits" →
list_commits - "Any open PRs on
facebook/react?" →list_pull_requests
Tools (25)
- Discovery —
search_repos,get_repo_info,summarize_readme - Repo stats —
get_repo_stats,get_contributors,get_language_breakdown,get_topics,get_license,get_releases - Stretch stats —
get_default_branch_protection,get_commit_activity,get_network_info - Composite —
generate_repo_summary - Setup —
clone_repo,pull_latest - Branches —
list_branches,checkout_branch,list_commits,get_file_history - Comparison —
get_status,get_diff,compare_branches - Issues & PRs —
list_open_issues,list_pull_requests,get_pr_diff
Every tool returns { ok: bool, data: ..., error: ... }.
Safety
- All clones live under
WORKSPACE_ROOT(./workspace/by default). Path traversal (../) is blocked. gitandghsubcommands are whitelisted. Destructive commands (push,reset --hard,rebase,clean,branch -D,gh repo delete/edit, …) raisePermissionError.gh apicalls are restricted torepos/...endpoints.- User inputs are passed as argv items, never shell-interpolated (
shell=False). - Auth is not handled by this server — it relies on your existing
gh auth loginsession and git credentials.
Troubleshooting
- Claude Desktop log shows
Read-only file system: '/workspace'— you're on an older build; pull latest, the default workspace now anchors to the package directory instead of the CWD. - Every tool call errors with
unexpected keyword argument 'args'— you're on an older build;functools.wrapsis now used so FastMCP sees the real parameter names. Pull latest. gh: To get started with GitHub CLI, please run: gh auth login— rungh auth loginfrom a terminal, then restart Claude Desktop.- Server doesn't appear in Claude Desktop — check the log at
~/Library/Logs/Claude/mcp-server-github-ops.log. Common issues: wrong Python path in the config, virtualenv not activated when you ranpip install -e ..
Layout
github_operation_mcp/
├── pyproject.toml
├── README.md
├── plan.md
├── test_repos/ # cloned repos land here (gitignored)
└── src/github_ops_mcp/
├── server.py # FastMCP app + --stdio/--http entrypoint
├── config.py # WORKSPACE_ROOT, timeouts
├── validators.py # owner_repo + branch name checks
├── sandbox.py # path resolution + traversal guard
├── git_wrapper.py # git subprocess wrapper (whitelist)
├── gh_wrapper.py # gh subprocess wrapper (whitelist)
└── tools/
├── discovery.py
├── setup.py
├── branches.py
├── comparison.py
├── issues_prs.py
├── repo_stats.py
├── repo_stats_ext.py
└── repo_summary.py
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