LEADFORGE — Lightweight MCP-native CRM pipeline with email sequences

Part of the Cognis Neural Suite by Cognis Digital Cognis Open Collaboration License (COCL) v1.0 · domain: business

Lightweight MCP-native CRM pipeline with email sequences.

Business Operations — run the company without a SaaS bill for every function.

Why

LEADFORGE exists for one job — lightweight mcp-native crm pipeline with email sequences — and does it without a SaaS bill or heavyweight setup. Single-purpose, scriptable, CI-friendly, self-hostable, and callable by AI agents over MCP.

Install

pip install cognis-leadforge
# or from this repo:
pip install -e ".[dev]"

Quick start

leadforge --version
leadforge scan .                      # scan the current project
leadforge scan . --format json
leadforge scan . --fail-on high       # non-zero exit for CI gates
leadforge mcp                         # expose as an MCP server (Cognis.Studio / Claude Desktop / Cursor)

Built-in demo scenarios

• demos/01-basic/

• demos/02-clean/

• demos/03-mixed/

Inspiration / prior art

Built in the spirit of Twenty / EspoCRM, re-framed for the Cognis approach: single-purpose, self-hostable, MCP-native, and unified with the rest of the Suite. Missing a credit? Open a PR.

How it fits the Cognis Neural Suite

leadforge is one of the 100+ tools in the Cognis Neural Suite. Every tool ships an MCP server, so Cognis.Studio agents can call them as scoped capabilities.

• Design notes: docs/ARCHITECTURE.md

• Roadmap: ROADMAP.md

Contributing

PRs, new rules, and demo scenarios welcome under the collaboration-pull model — see CONTRIBUTING.md and SECURITY.md.

License

Source-available under the Cognis Open Collaboration License (COCL) v1.0 — free for personal, internal-evaluation, research, and educational use; commercial / production use requires a license (licensing@cognis.digital). See LICENSE.

About

Cognis Digital — Wyoming, USA · Making Tomorrow Better Today.