Workflow MCP Server

Workflow

A global goals engine. Fully self-hostable, open-source (MIT platform / CC0 catalog), runs on your own infrastructure. Humanity declares shared Goals — research breakthroughs, great novels, successful prosecutions, cures, open datasets, whatever people actually want done — and a legion of diverse AI-augmented workflows pursues each Goal in parallel. Branches evolve, cross-pollinate, and get ranked by how far their outputs advance up each Goal's real-world outcome-gate ladder. fantasy_daemon/ is the first benchmark branch; the system is built for everything people collectively care about next.

This repo already contains substantial architecture and implementation work. These starter surfaces exist to make that work easier to navigate, extend, and connect in Obsidian.

Quick Start (for contributors)

Clone-to-green-tests in ~5 minutes on a clean machine:

git clone https://github.com/your-org/Workflow.git
cd Workflow
python -m venv .venv && source .venv/bin/activate  # Windows: .venv\Scripts\activate
pip install -e .[dev]
pytest -q                 # full suite — no API keys needed (tests mock providers)
ruff check                # lints clean on a fresh clone

All tests run offline with _FORCE_MOCK=True set in tests/conftest.py. No ANTHROPIC_API_KEY or similar required for CI or local dev. If any test fails on a clean clone, file an issue — that's a TEST-1 regression.

Cross-platform notes:

• Tested on Windows, macOS, Linux. Paths use pathlib.Path — backslashes don't leak into tests.
• Python 3.11+ required (see pyproject.toml).
• The tray (workflow/workflow_tray.py) is Windows-first; macOS/Linux support is work-in-progress. Platform code is cross-platform.

Start Here

1. Read STATUS.md for live state.
2. Read PLAN.md for architecture and design intent.
3. Read AGENTS.md for process rules.
4. Read docs/project-lineage.md for how Workflow grew out of the earlier Hex, Echoes, Fantasy Writer, and Fantasy Author work.
5. Use INDEX.md as the repo map.
6. Use python scripts/docview.py for large Markdown, text, and JSON files before any raw whole-file read.
7. Capture loose user ideas in ideas/INBOX.md or with python scripts/capture_idea.py "Idea summary".

Core Hubs

• INDEX.md: top-level repo map and graph hub.
• VAULT_GUIDE.md: Obsidian-friendly orientation note.
• AGENTS.md: process truth.
• PLAN.md: design truth.
• STATUS.md: live-state truth.
• docs/portfolio/README.md: public project graph, lineage, and auto-maintenance standard.
• ideas/INDEX.md: idea capture, triage, and shipped ledger.
• knowledge/INDEX.md: human-readable knowledge map.

Notes

• The new knowledge/ docs complement knowledge.db; they do not replace it.
• The new docs/exec-plans/ surface complements existing planning docs like BUILD_PREP.md and RESTRUCTURE_PLAN.md; it does not invalidate them.
• The user may steer multiple live sessions across different providers at once. Durable coordination belongs in files, not only in chat.