We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/doobidoo/mcp-memory-service'
If you have feedback or need assistance with the MCP directory API, please join our Discord server
name: Publish Dual Distribution (Main + Lite)
# This workflow publishes both mcp-memory-service (full) and mcp-memory-service-lite (lightweight)
# Both packages share the same codebase but have different dependencies
on:
release:
types: [published]
workflow_dispatch:
inputs:
version:
description: 'Version to publish (e.g., 8.75.1)'
required: true
type: string
jobs:
publish-main:
name: Publish Main Package (with PyTorch)
runs-on: ubuntu-latest
permissions:
id-token: write
contents: read
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.11'
- name: Install build dependencies
run: |
python -m pip install --upgrade pip
python -m pip install build hatchling twine
- name: Build main package
run: |
echo "Building mcp-memory-service (full version with PyTorch)"
python -m build
- name: Publish to PyPI
env:
TWINE_USERNAME: __token__
TWINE_PASSWORD: ${{ secrets.PYPI_TOKEN }}
run: |
python -m twine upload dist/* --skip-existing
publish-lite:
name: Publish Lite Package (ONNX only)
runs-on: ubuntu-latest
permissions:
id-token: write
contents: read
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.11'
- name: Install build dependencies
run: |
python -m pip install --upgrade pip
python -m pip install build hatchling twine
- name: Prepare lite package
run: |
echo "Preparing mcp-memory-service-lite (lightweight ONNX version)"
cp pyproject.toml pyproject-main.toml
cp pyproject-lite.toml pyproject.toml
- name: Build lite package
run: |
python -m build
- name: Publish lite to PyPI
env:
TWINE_USERNAME: __token__
TWINE_PASSWORD: ${{ secrets.PYPI_TOKEN }}
run: |
python -m twine upload dist/* --skip-existing
- name: Clean build artifacts
run: rm -rf dist/ build/ *.egg-info
- name: Restore original pyproject.toml
run: |
mv pyproject-main.toml pyproject.toml
verify-packages:
name: Verify Both Packages
runs-on: ubuntu-latest
needs: [publish-main, publish-lite]
steps:
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.11'
- name: Wait for PyPI to update
run: sleep 60
- name: Test main package install
run: |
python -m venv /tmp/test-main
/tmp/test-main/bin/pip install mcp-memory-service
/tmp/test-main/bin/python -c "import mcp_memory_service; print('Main package OK')"
- name: Test lite package install
run: |
python -m venv /tmp/test-lite
/tmp/test-lite/bin/pip install mcp-memory-service-lite
/tmp/test-lite/bin/python -c "import mcp_memory_service; print('Lite package OK')"