nornweave

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What is NornWeave?

Standard email APIs are stateless and built for transactional sending. NornWeave adds a stateful layer (Inboxes, Threads, History) and an intelligent layer (Markdown parsing, Semantic Search) to make email consumable by LLMs via REST or MCP.

In Norse mythology, the Norns (Urdr, Verdandi, and Skuld) dwell at the base of Yggdrasil, the World Tree. They weave the tapestry of fate for all beings. Similarly, NornWeave:

• Takes raw "water" (incoming email data streams)
• Weaves disconnected messages into coherent Threads (the Tapestry)
• Nourishes AI Agents with clean, structured context

Features

Foundation (The Mail Proxy)

• Virtual Inboxes: Create email addresses for your AI agents
• Webhook Ingestion: Receive emails from Mailgun, SES, SendGrid, Resend
• IMAP/SMTP: Poll existing mailboxes (IMAP) and send via SMTP for any provider or self-hosted server
• Persistent Storage: SQLite (default) or PostgreSQL with abstracted storage adapters
• Email Sending: Send replies through your configured provider

Intelligence (The Agent Layer)

• Content Parsing: HTML to clean Markdown, cruft removal
• Threading: Automatic conversation grouping via email headers
• Thread Summarization: LLM-generated thread summaries (OpenAI, Anthropic, Gemini) for list views and token savings
• MCP Server: Connect directly to Claude, Cursor, and other MCP clients
• Attachment Processing: Extract text from PDFs and documents

Enterprise (The Platform Layer)

• Semantic Search: Vector embeddings with pgvector
• Real-time Webhooks: Get notified of new messages
• Rate Limiting: Protect against runaway agents
• Multi-Tenancy: Organizations and projects

Quick Start

Try NornWeave with no config: demo mode gives you a local sandbox and a pre-configured inbox.

pip install nornweave[mcp]
nornweave api --demo

API: http://localhost:8000. Open /docs, call GET /v1/inboxes to get the demo inbox id, then use MCP (nornweave mcp) to send and list messages. When you're ready for real email, set a provider and domain (see below).

Install options

# Base (SQLite, Mailgun/SES/SendGrid/Resend)
pip install nornweave

# With IMAP/SMTP support
pip install nornweave[smtpimap]

# With PostgreSQL
pip install nornweave[postgres]

# With MCP server (recommended for agents)
pip install nornweave[mcp]

# Full
pip install nornweave[all]

Real email (after demo)

Create a .env file and set your provider and domain:

# .env — for inbox creation with a real provider
EMAIL_PROVIDER=mailgun   # or ses, sendgrid, resend, imap-smtp
EMAIL_DOMAIN=mail.yourdomain.com
# ... plus provider-specific keys (see .env.example)

See Configuration for all settings.

nornweave api

Data is stored in ./nornweave.db (SQLite default).

Using Docker (Recommended for Production)

# Clone the repository
git clone https://github.com/DataCovey/nornweave.git
cd nornweave

# Copy environment configuration and set EMAIL_DOMAIN + provider keys (see above)
cp .env.example .env

# Start the stack
docker compose up -d

# Run migrations (PostgreSQL only — SQLite tables are created automatically)
docker compose exec api alembic upgrade head

Using uv (Development)

# Clone the repository
git clone https://github.com/DataCovey/nornweave.git
cd nornweave

# Install dependencies
make install-dev

# Copy environment configuration and set EMAIL_DOMAIN + provider keys (see above)
cp .env.example .env

# Run migrations (PostgreSQL only — SQLite tables are created automatically)
# make migrate

# Start the development server
make dev

API Overview

Create an Inbox

curl -X POST http://localhost:8000/v1/inboxes \
  -H "Content-Type: application/json" \
  -d '{"name": "Support Agent", "email_username": "support"}'

Read a Thread

curl http://localhost:8000/v1/threads/th_123

Response (LLM-optimized):

{
  "id": "th_123",
  "subject": "Re: Pricing Question",
  "messages": [
    { "role": "user", "author": "bob@gmail.com", "content": "How much is it?", "timestamp": "..." },
    { "role": "assistant", "author": "agent@myco.com", "content": "$20/mo", "timestamp": "..." }
  ]
}

Send a Reply

curl -X POST http://localhost:8000/v1/messages \
  -H "Content-Type: application/json" \
  -d '{
    "inbox_id": "ibx_555",
    "reply_to_thread_id": "th_123",
    "to": ["client@gmail.com"],
    "subject": "Re: Pricing Question",
    "body": "Thanks for your interest! Our pricing starts at $20/mo."
  }'

MCP Integration

NornWeave exposes an MCP server for direct integration with Claude, Cursor, and other MCP-compatible clients.

Available Tools

Tool	Description
create_inbox	Provision a new email address
send_email	Send an email (auto-converts Markdown to HTML)
search_email	Find relevant messages in your inbox
wait_for_reply	Block until a reply arrives (experimental)

Configure in Cursor/Claude

pip install nornweave[mcp]

{
  "mcpServers": {
    "nornweave": {
      "command": "nornweave",
      "args": ["mcp"],
      "env": {
        "NORNWEAVE_API_URL": "http://localhost:8000"
      }
    }
  }
}

Architecture

NornWeave uses a thematic architecture inspired by Norse mythology:

Component	Name	Purpose
Storage Layer	Urdr (The Well)	Database adapters (PostgreSQL, SQLite), migrations
Ingestion Engine	Verdandi (The Loom)	Webhook + IMAP ingestion, HTML→Markdown, threading, LLM thread summarization
Outbound	Skuld (The Prophecy)	Email sending, rate limiting, webhooks
Gateway	Yggdrasil	FastAPI routes, middleware, API endpoints
MCP	Huginn & Muninn	Read resources and write tools for AI agents

Supported Providers

Provider	Sending	Receiving	Auto-Route Setup
Mailgun	yes	yes	yes
AWS SES	yes	yes	manual
SendGrid	yes	yes	yes
Resend	yes	yes	yes
IMAP/SMTP	yes (SMTP)	yes (IMAP polling)	config

Documentation

• Getting Started Guide
• API Reference
• Architecture Overview
• Provider Setup Guides

Repository Structure

This is a monorepo:

Directory	Purpose
src/nornweave/	Main Python package: adapters (Mailgun, SES, SendGrid, Resend, SMTP/IMAP), core config, models, huginn (MCP resources), muninn (MCP tools), skuld (outbound/sending), urdr (storage, migrations), verdandi (ingestion, parsing, threading), yggdrasil (FastAPI gateway), search, storage backends
clients/python/	Python client SDK (nornweave-client)
packages/n8n-nodes-nornweave/	n8n community node for NornWeave
tests/	Test suite: fixtures/, integration/, unit/, e2e/
web/	Hugo documentation site (content/docs/)
scripts/	DB init, migrations, dev setup
skills/	Distributable AI assistant skills (e.g. nornweave-api)
openspec/	Specs (specs/) and change artifacts (changes/, changes/archive/)

Contributing

We welcome contributions! Please see our Contributing Guide for details.

License

NornWeave is open-source software licensed under the Apache 2.0 License.

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