FOCAL MCP Server (Framework for Orchestrated Central AI ruLes)
Project description
FOCAL MCP Server
FOCAL MCP (Framework for Orchestrated Central AI ruLes) is a local MCP server that centralizes AI behavior rules and injects them across tools like Codex, Claude Code, and Cursor.
What This Server Does
- Stores rules in a user home workspace:
~/.focal_mcp/workspace - Serves a web UI to edit rules as files
- Exposes MCP prompts/resources + list_changed notifications
- Provides a
focal_rulestool so agents can fetch the latest rules before every response
Project Layout (Refactored)
FOCAL-MCP/
README.md
SPEC.md
agents.md
pyproject.toml
src/
focal_mcp_server/
app.py
mcp.py
notifications.py
web.py
workspace.py
logging_utils.py
Quick Start
uvx --from . focal-mcp-server
Web UI:
http://127.0.0.1:8765
MCP endpoint:
http://127.0.0.1:8765/mcp
WebSocket notifications:
ws://127.0.0.1:8765/mcp/ws
Workspace
Rules are stored outside the repo:
~/.focal_mcp/workspace/
core/
system.md
style.md
safety.md
tool_policy.md
agents/
MCP Behavior
initializereturns instructions that include a runtime directive to callfocal_rulesbefore every response.tools/listexposesfocal_ruleswhich returns the latest rules from disk.- Rule changes trigger:
notifications/prompts/list_changednotifications/resources/list_changed
Project Prompt (Codex)
The repository-level prompt for Codex lives in:
agents.md
Development Notes
- This project uses a
src/layout for the Python package. - Use
SPEC.mdas the single source of truth for behavior, interfaces, and constraints.
Roadmap (Next)
- Manage rules per project when working across multiple repos
- UI/UX improvements for rule editing and visibility
Publish to PyPI (Option A)
- Create a PyPI token with scope for this project.
- Add the token to GitHub repository secrets as
PYPI_API_TOKEN. - Tag and push a release:
git tag v0.1.0
git push origin v0.1.0
GitHub Actions will build and publish automatically.
Once published, users can run:
uvx --from focal-mcp-server focal-mcp-server
Install & Run with uvx
After the package is published to PyPI, anyone can run it without cloning the repo:
uvx --from focal-mcp-server focal-mcp-server
This will download the latest release and start the server.
Project details
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