umuterturk/mcp-proto
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The Model Context Protocol (MCP) Proto Server is a tool designed to facilitate the exploration and interaction with protocol buffer files using AI-driven queries.
Quick Start Guide
Get up and running with MCP Proto Server in under 5 minutes.
Two Installation Options
Option A: Pre-built Binary (Recommended)
No Python or dependencies required!
-
Download the latest release for your platform from GitHub Releases:
- Linux:
mcp-proto-server-linux-amd64.tar.gz
- macOS Intel:
mcp-proto-server-macos-amd64.tar.gz
- macOS Apple Silicon:
mcp-proto-server-macos-arm64.tar.gz
- Windows:
mcp-proto-server-windows-amd64.zip
- Linux:
-
Extract and run the installation script:
macOS:
tar -xzf mcp-proto-server-macos-*.tar.gz cd mcp-proto-server-macos-* ./install.sh
Linux:
tar -xzf mcp-proto-server-linux-*.tar.gz cd mcp-proto-server-linux-* ./install.sh
Windows:
REM Extract the ZIP file, then run: install-windows.bat
The scripts will automatically:
- Remove macOS quarantine (macOS only)
- Set proper permissions
- Install to
/usr/local/bin
(Unix) orC:\Program Files\mcp-proto
(Windows) - Request sudo/admin privileges only when needed
-
Skip to Step 3 below to configure Cursor
Option B: From Source
Prerequisites:
- Python 3.11 or later
- pip package manager
Step 1: Clone the Repository
git clone https://github.com/umuterturk/mcp-proto.git
cd mcp-proto
Step 2: Install Dependencies
pip install -r requirements.txt
This installs:
mcp
- Model Context Protocol SDKprotobuf
- Proto parsing supportrapidfuzz
- Fast fuzzy searchwatchdog
- File watching (optional)pyinstaller
- For building executables (optional)
Step 3: Configure Cursor
Add to your Cursor MCP settings file:
macOS: ~/Library/Application Support/Cursor/mcp.json
Windows: %APPDATA%\Cursor\mcp.json
If using pre-built binary:
macOS/Linux:
{
"mcpServers": {
"proto-server": {
"command": "/usr/local/bin/mcp-proto-server",
"args": [
"--root",
"/absolute/path/to/your/proto/files"
]
}
}
}
Windows:
{
"mcpServers": {
"proto-server": {
"command": "C:\\Program Files\\mcp-proto\\mcp-proto-server.exe",
"args": [
"--root",
"C:\\absolute\\path\\to\\your\\proto\\files"
]
}
}
}
Note: After using the installation scripts, the binary is automatically placed in the correct location.
If using Python (from source):
{
"mcpServers": {
"proto-server": {
"command": "python",
"args": [
"/absolute/path/to/mcp-proto/mcp_proto_server.py",
"--root",
"/absolute/path/to/your/proto/files"
]
}
}
}
Important:
- Use absolute paths (not relative)
- Replace paths with your actual locations
- Or use included example protos for testing
Step 4: Restart Cursor
Close and reopen Cursor. The server will automatically start!
Note: Cursor automatically starts/stops the server. You don't need to run it manually.
Usage
Once configured, ask Cursor questions about your proto files:
- "What services are available?"
- "Show me the User message structure"
- "How do I authenticate?"
The AI will use three MCP tools to explore your protos:
search_proto
- Fuzzy search across all definitionsget_service_definition
- Get complete service with all RPCsget_message_definition
- Get message with all fields
Troubleshooting
macOS: "cannot be opened because it is from an unidentified developer":
- This is expected for unsigned executables
- Solution:
xattr -cr mcp-proto-server
(removes quarantine) - Or right-click ā Open ā Open
- See for details
"Module not found" error (Python installation):
- Run:
pip install -r requirements.txt
- Check Python version:
python --version
(need 3.11+)
"No proto files found":
- Verify the
--root
path in your config points to a directory with.proto
files - Test:
find /path/to/protos -name "*.proto"
Server not appearing in Cursor:
- Ensure absolute paths are used in
mcp.json
- Check Cursor's MCP logs for errors
- Restart Cursor completely
Optional: Testing Before Configuration
Want to verify everything works before configuring Cursor?
Step 3: Test the Installation (Optional)
Run the test suite:
python test_server.py
Expected output:
ā Indexed 3 proto files
ā Indexing: PASSED
ā Search: PASSED
ā Get Service: PASSED
ā Get Message: PASSED
ā Fuzzy Matching: PASSED
Or test the server manually:
# Test with included examples
python mcp_proto_server.py --root examples/
# Test with your own protos
python mcp_proto_server.py --root /path/to/your/protos
Press Ctrl+C
to stop the server.
What's Next?
- BUILD.md - Building executables and releases
- USAGE.md - Detailed examples and JSON responses
- ARCHITECTURE.md - How the system works
- RECURSIVE_RESOLUTION.md - Efficiency features
Building from Source
See BUILD.md for instructions on:
- Building your own executables with PyInstaller
- Creating releases with GitHub Actions
- Platform-specific build instructions
Ready to explore your proto files with AI!