Skip to main content

Production-ready MCP server for Listmonk newsletter and mailing list management

Project description

Listmonk MCP Bridge

PyPI version Python versions License CI Docs Container Ruff mypy GitHub release Downloads

MCP server for Listmonk newsletter operations.

Documentation: https://mnbro.github.io/listmonk-mcp-bridge/

What it does

listmonk-mcp-bridge lets MCP clients work with the Listmonk API through typed tools for subscribers, lists, campaigns, templates, media, analytics, imports, bounces and transactional messages.

It includes runtime confirmations for destructive actions, real email sends and sensitive reads.

LLM-friendly helper tools

This MCP remains a generic Listmonk domain MCP. It does not orchestrate external systems, call other MCP servers, or hardcode external workflows.

The helper tools are built on top of the existing Listmonk API wrappers. They give LLM agents safer primitives for subscriber profile sync, audience inspection, personalization validation, campaign risk checks, guarded sends, generic exports and audit logs.

Recommended helper tools for agents:

  • upsert_subscriber_profiles
  • get_subscriber_context
  • audience_summary
  • personalization_fields_report
  • validate_message_personalization
  • campaign_risk_check
  • safe_send_campaign
  • safe_schedule_campaign
  • safe_send_transactional_email
  • campaign_performance_summary
  • export_engagement_events
  • export_campaign_markdown
  • export_campaign_postmortem_markdown
  • export_subscriber_communication_summary

Example profile sync dry run:

{
  "profiles": [
    {
      "externalId": "abc-123",
      "source": "external-system",
      "email": "jane@example.com",
      "name": "Jane Doe",
      "attributes": {
        "birthday": "1990-05-10",
        "customer_type": "vip"
      },
      "tags": ["vip"],
      "listIds": [1, 2],
      "status": "enabled"
    }
  ],
  "dryRun": true
}

upsert_subscriber_profiles looks up existing subscribers by email before planning or applying changes. In the current implementation that lookup uses Listmonk's subscriber SQL query capability, so the MCP API key needs the subscribers:sql_query permission. Without it, dry runs and upserts can return a Listmonk permission error.

Example personalization and send checks:

{
  "email": "jane@example.com"
}
{
  "listIds": [1, 2],
  "filters": {}
}
{
  "subject": "Hello {{name}}",
  "body": "We have an update for {{customer_type}} subscribers.",
  "listIds": [1],
  "sampleSubscriberIds": [123, 456]
}
{
  "campaignId": 123,
  "requireTestSend": true,
  "maxAudienceSize": 5000
}
{
  "campaignId": 123,
  "confirmSend": true,
  "approval": {
    "required": true,
    "status": "approved",
    "approvalId": "approval-123"
  },
  "requireTestSend": true,
  "testRecipients": ["test@example.com"]
}
{
  "templateId": 10,
  "recipientEmail": "jane@example.com",
  "subject": "A message for Jane",
  "data": {
    "name": "Jane",
    "customMessage": "Happy birthday"
  },
  "contentType": "html",
  "confirmSend": true,
  "idempotencyKey": "unique-event-key-123"
}

Example generic exports:

{
  "campaignId": 123,
  "fromDate": "2026-04-01",
  "toDate": "2026-04-30"
}
{
  "campaignId": 123,
  "eventTypes": ["email_viewed", "email_clicked"]
}
{
  "campaignId": 123,
  "includeBody": true,
  "includeStats": true
}
{
  "subscriberId": 123,
  "fromDate": "2026-01-01",
  "toDate": "2026-04-30"
}

License

This project is licensed under the PolyForm Internal Use License 1.0.0.

You may use and modify it for your own internal business operations, including commercial internal use. You may not redistribute it, resell it, sublicense it, or offer it as a productized service to third parties.

Install

Run directly with uvx:

uvx listmonk-mcp-bridge

Or install with pip:

pip install listmonk-mcp-bridge
listmonk-mcp-bridge

Configure

Required environment variables:

export LISTMONK_MCP_URL=https://listmonk.example.com
export LISTMONK_MCP_USERNAME=api-user
export LISTMONK_MCP_PASSWORD=your-api-token

Use a dedicated Listmonk API user and token. Do not use the default admin account in production.

MCP client config

{
  "mcpServers": {
    "listmonk-mcp-bridge": {
      "command": "uvx",
      "args": ["listmonk-mcp-bridge"],
      "env": {
        "LISTMONK_MCP_URL": "https://listmonk.example.com",
        "LISTMONK_MCP_USERNAME": "api-user",
        "LISTMONK_MCP_PASSWORD": "your-api-token"
      }
    }
  }
}

Docker

The Debian slim based container image is published to GitHub Container Registry:

docker run --rm -i \
  --env LISTMONK_MCP_URL=https://listmonk.example.com \
  --env LISTMONK_MCP_USERNAME \
  --env LISTMONK_MCP_PASSWORD \
  ghcr.io/mnbro/listmonk-mcp-bridge:latest

See the Docker documentation for MCP client configuration.

Development

uv sync --all-extras
uv run ruff check .
uv run pytest
uv run python -m mypy src tests
uv run mkdocs build --strict

Full setup, tool behavior, API coverage, client-specific configuration and security notes are in the documentation site.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

listmonk_mcp_bridge-0.4.5.tar.gz (120.3 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

listmonk_mcp_bridge-0.4.5-py3-none-any.whl (29.9 kB view details)

Uploaded Python 3

File details

Details for the file listmonk_mcp_bridge-0.4.5.tar.gz.

File metadata

  • Download URL: listmonk_mcp_bridge-0.4.5.tar.gz
  • Upload date:
  • Size: 120.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for listmonk_mcp_bridge-0.4.5.tar.gz
Algorithm Hash digest
SHA256 a601313667715bc98e54a5dab52c0110cf662b92129a75e30f3f82ec73243a2f
MD5 95b274bdc69321c759a5544627e5e02b
BLAKE2b-256 3ea19d2b74449e3ceb3747d5d9ab926912f0fea4249c9a2b036e93766a9e1011

See more details on using hashes here.

Provenance

The following attestation bundles were made for listmonk_mcp_bridge-0.4.5.tar.gz:

Publisher: publish.yml on mnbro/listmonk-mcp-bridge

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file listmonk_mcp_bridge-0.4.5-py3-none-any.whl.

File metadata

File hashes

Hashes for listmonk_mcp_bridge-0.4.5-py3-none-any.whl
Algorithm Hash digest
SHA256 82292884a49d6ead8fb14c004d79022016aa6fb96c1c13694906d94d0f2b8f19
MD5 c64725812a3537b963e6c8561aac8263
BLAKE2b-256 3a32e9f4c9499646cc5351a5fda4469ed975b2a43b12ee369ab7fadab3d1f4b7

See more details on using hashes here.

Provenance

The following attestation bundles were made for listmonk_mcp_bridge-0.4.5-py3-none-any.whl:

Publisher: publish.yml on mnbro/listmonk-mcp-bridge

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page