Context Visualizer
March 9, 2026 · View on GitHub
Interactive dashboard for Context Forge projects. Visualize initiatives, slices, documents, and maintenance work across your project portfolio.
Features
- Project portfolio view — See all tracked projects at a glance with initiative cards, progress bars, and document counts
- MCP integration — Live data from Context Forge's MCP server; falls back to local parsing when MCP is unavailable
- Collector cards — Aggregated views for maintenance/operations work and future work items across slice plans
- Project management panel — Add, remove, and refresh projects from the UI; auto-discover projects in a directory
- Zero dependencies — Pure Python server, vanilla JS frontend with in-browser JSX transform
Quick Start
# Clone and enter the project
git clone https://github.com/ecorkran/context-visualizer.git
cd context-visualizer
# Start the server
python serve.py
# Open http://localhost:5678
With MCP (recommended)
Create a mcp-config.json in the project root to connect to a Context Forge MCP server:
{
"prefer": "mcp",
"enableFutureWorkCollector": true,
"server": {
"transport": "stdio",
"command": "node",
"args": ["path/to/context-forge/packages/mcp-server/dist/index.js"],
"env": {}
}
}
Local mode
Without MCP, the visualizer uses parse.py to read project structure directly from the filesystem. Add projects via the UI panel or by placing structure JSON files in the projects/ directory.
Development
# Install dev dependencies
uv sync
# Run all tests (excluding E2E)
pytest -m "not e2e"
# Run E2E browser tests (requires playwright)
playwright install chromium
pytest tests/test_ui_smoke.py
# Run all tests
pytest tests/
Architecture
| File | Purpose |
|---|---|
serve.py | HTTP server with API endpoints and MCP client management |
mcp_client.py | Minimal stdlib-only MCP client (JSON-RPC over stdio) |
parse.py | Local filesystem parser for project structure |
index.html | Frontend entry point with data loading logic |
project-structure-viz.jsx | React components (in-browser Babel transform) |
License
MIT