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AI Agents Documentation

This document tracks the AI agents and MCP servers configured in this project.

Status Tracking: Current operational status of all MCP servers is maintained in STATUS.md. Please refer to that file for the latest status of each server.

Agents Overview

Available MCP Servers

Design & Engineering (3 servers)

Service Container Name Description
kicad-mcp KNELDevStack-AIMiddleware-kicad-mcp PCB design automation with 64 tools, JLCPCB integration (host-only)
blender-mcp KNELDevStack-AIMiddleware-blender-mcp 3D modeling, materials, scenes, AI 3D model generation
freecad-mcp KNELDevStack-AIMiddleware-freecad-mcp CAD modeling, Python execution, parts library

Hosting & Infrastructure (5 servers)

Service Container Name Description
kubernetes-mcp KNELDevStack-AIMiddleware-kubernetes-mcp K8s/OpenShift management (native Go implementation)
docker-mcp KNELDevStack-AIMiddleware-docker-mcp Container and compose stack management
proxmox-mcp KNELDevStack-AIMiddleware-proxmox-mcp Hypervisor VM/container management
terraform-mcp KNELDevStack-AIMiddleware-terraform-mcp IaC automation, HCP Terraform, workspace management
cloudron-mcp KNELDevStack-AIMiddleware-cloudron-mcp Self-hosted app management

Development Tools (2 servers)

Service Container Name Description
bash-language-server KNELDevStack-AIMiddleware-bash-language-server LSP for bash (diagnostics, completion, formatting)
context7-mcp KNELDevStack-AIMiddleware-context7-mcp MCP server framework and SDK for documentation

Content Management (4 servers)

Service Container Name Description
nextcloud-mcp KNELDevStack-AIMiddleware-nextcloud-mcp 90+ tools across 8 apps (Notes, Calendar, Files, Deck, etc.)
ghost-mcp KNELDevStack-AIMiddleware-ghost-mcp CMS post, member, newsletter management
docspace-mcp KNELDevStack-AIMiddleware-docspace-mcp Room, file, collaboration management
wordpress-mcp KNELDevStack-AIMiddleware-wordpress-mcp WordPress integration via Abilities API

Communication & Collaboration (3 servers)

Service Container Name Description
discourse-mcp KNELDevStack-AIMiddleware-discourse-mcp Forum search, posts, topics, categories (read/write modes)
imap-mcp KNELDevStack-AIMiddleware-imap-mcp Email browsing, composition, Gmail OAuth2 support
postizz-mcp KNELDevStack-AIMiddleware-postizz-mcp Social media management platform

Analytics & Security (2 servers)

Service Container Name Description
matomo-mcp KNELDevStack-AIMiddleware-matomo-mcp Analytics integration
bitwarden-mcp KNELDevStack-AIMiddleware-bitwarden-mcp Official password vault management

Productivity & Automation (6 servers)

Service Container Name Description
gimp-mcp KNELDevStack-AIMiddleware-gimp-mcp Image editing with GIMP 3.0, OCR support
snipeit-mcp KNELDevStack-AIMiddleware-snipeit-mcp Asset inventory, maintenance tracking
mcp-redmine KNELDevStack-AIMiddleware-mcp-redmine Project management, issue tracking, file operations
mcp-ansible KNELDevStack-AIMiddleware-mcp-ansible IT automation playbooks
elasticsearch-mcp KNELDevStack-AIMiddleware-elasticsearch-mcp Search and index management (Rust)
audiobook-mcp KNELDevStack-AIMiddleware-audiobook-mcp Audiobook management with AI-powered features

Additional Tools (3 servers)

Service Container Name Description
drawio-mcp KNELDevStack-AIMiddleware-drawio-mcp Draw.io diagram management
docker-language-server KNELDevStack-AIMiddleware-docker-language-server Language server for Dockerfiles, Compose files, Bake files
penpot-mcp KNELDevStack-AIMiddleware-penpot-mcp Design collaboration platform integration

Agent Capabilities

By Language

TypeScript/Node.js (13 servers)

Most use npx for installation:

  • KiCAD MCP
  • Bitwarden MCP
  • Discourse MCP
  • Ghost MCP
  • Cloudron MCP
  • Kubernetes MCP
  • Draw.io MCP
  • Matomo MCP
  • Postiz MCP
  • WordPress MCP
  • Audiobook MCP
  • Context7 MCP
  • Bash Language Server

Python (10 servers)

Most use uvx for installation:

  • Blender MCP
  • FreeCAD MCP
  • GIMP MCP
  • Docker MCP
  • Proxmox MCP
  • Snipe-IT MCP
  • Redmine MCP
  • IMAP MCP
  • Ansible MCP
  • Nextcloud MCP (hybrid)

Go (2 servers)

  • Kubernetes MCP (also available via npx)
  • Terraform MCP

Rust (1 server)

  • Elasticsearch MCP

Environment Variables Reference

Common environment variables required for MCP servers:

Service Required Variables
bitwarden-mcp BITWARDEN_CLIENT_ID, BITWARDEN_CLIENT_SECRET, BITWARDEN_PASSWORD, BITWARDEN_SERVER_URL
discourse-mcp DISCOURSE_URL, DISCOURSE_API_KEY, DISCOURSE_API_USERNAME
ghost-mcp GHOST_API_URL, GHOST_ADMIN_API_KEY
cloudron-mcp CLOUDRON_URL, CLOUDRON_TOKEN
nextcloud-mcp NEXTCLOUD_HOST, NEXTCLOUD_USERNAME, NEXTCLOUD_APP_PASSWORD
proxmox-mcp PROXMOX_HOST, PROXMOX_USER, PROXMOX_TOKEN, PROXMOX_NODE
snipeit-mcp SNIPEIT_URL, SNIPEIT_TOKEN
redmine-mcp REDMINE_URL, REDMINE_API_KEY
wordpress-mcp WORDPRESS_URL, WORDPRESS_USERNAME, WORDPRESS_APPLICATION_PASSWORD
docspace-mcp DOCSPACE_HOST, DOCSPACE_TOKEN
imap-mcp IMAP_SERVER, IMAP_PORT, IMAP_USERNAME, IMAP_PASSWORD
postizz-mcp POSTIZ_API_KEY, POSTIZ_URL
matomo-mcp MATOMO_URL, MATOMO_TOKEN
elasticsearch-mcp ELASTICSEARCH_URL, ELASTICSEARCH_USERNAME, ELASTICSEARCH_PASSWORD
kicad-mcp KICAD_HOST (default: host.docker.internal), KICAD_PORT (default: 5555)
context7-mcp UPSTASH_REDIS_REST_URL, UPSTASH_REDIS_REST_TOKEN
penpot-mcp PENPOT_URL (default: https://design.penpot.app), PENPOT_TOKEN

Quick Start

To start an agent:

docker compose up -d <service-name>

Example:

docker compose up -d kicad-mcp

To view logs:

docker compose logs -f <service-name>

To stop an agent:

docker compose stop <service-name>

Development Notes

Critical: STATUS.md Maintenance

STATUS.md MUST always be kept fully up to date as it is the single source of truth for operational status of all MCP servers in this project.

When working on any MCP server:

  1. Before starting work: Review current status in STATUS.md
  2. During work: Update STATUS.md immediately after each significant milestone (build, start, validation, issues)
  3. After completing work: Ensure STATUS.md accurately reflects final status with relevant notes
  4. Commit STATUS.md changes: Always commit STATUS.md updates in separate atomic commits with clear commit messages

Project Conventions

  • All containers use the prefix KNELDevStack-AIMiddleware- for easy identification
  • Container names are in PascalCase for readability
  • Service names are lowercase for Docker Compose compatibility
  • Each agent is validated individually before moving to the next
  • Vendor directory is gitignored to avoid committing cloned repositories
  • KiCAD MCP is host-only - requires KiCAD to be installed on host machine and connects via TCP

Validation Checklist

For each agent, verify:

  • Container builds successfully
  • Container starts without errors
  • Logs show proper initialization
  • Environment variables are correctly set (if required)
  • MCP protocol handshake completes
  • Tools are registered and available
  • Resources are accessible (if applicable)

References

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