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2D6 MCP — AI GM Assistant

SPDX-License-Identifier: AGPL-3.0-only Copyright (C) 2026 Jupiter Industries (Liam Crowter) and the 2d6mcp maintainers

A system-agnostic Model Context Protocol (MCP) server and hosted Cloudflare Worker providing a mechanical engine, dice roller, rules reference, and AI-powered rulings assistant for tabletop RPGs. Supports sci-fi (OGL/Cepheus Engine SRD), fantasy (Dungeon World, CC-BY-3.0), generic percentile (Basic Roleplaying SRD, BRP OGL v1.0), and d20 fantasy (5E-compatible SRD, CC-BY-4.0) games.

Deployment Modes

Mode

Description

Cost

Self-Hosted MCP Server

Run locally on your machine. Full BYOD support, MLX-powered audio transcription and ruling synthesis (macOS). Works in any AI harness (Claude, Kilo, Cursor, etc.)

Free (AGPL-3.0)

Hosted Discord Bot

Deploy to Cloudflare Workers. Discord slash commands, Workers AI-powered rulings (Qwen3 MoE), web dashboard. Zero local setup beyond wrangler.

Free (self-deploy, AGPL-3.0)

Related MCP server: Dice Rolling MCP Server

Features

  • Dice Engine2d6+1, 3d6, d66, target numbers, effect margins

  • OGL Rules Database — Generated on first use from bundled seed data: Cepheus Engine SRD (OGL v1.0a)

  • Dungeon World Database — Generated on first use from bundled seed data: moves, classes, spells, monsters, GM tools (CC-BY-3.0)

  • Basic Roleplaying Database — Generated on first use from bundled seed data: BRP SRD 1.0.2 characteristics, skills, professions, weapons, armor, spot rules (BRP OGL v1.0)

  • 5E-Compatible Database — Generated on first use from bundled seed data: d20 fantasy SRD classes, spells, monsters, feats, and rules (CC-BY-4.0)

  • AI Rulings — Ask rules questions, get cited answers from OGL/DW/BRP/5E-compatible/BYOD sources. Powered by Qwen3 MoE (Cloudflare) or MLX LLM (self-hosted)

  • Discord Bot — Slash commands (/ask, /roll, /session) in your TTRPG server. Real-time rulings with source citations

  • BYOD Indexing — Ingest your own PDF/text/markdown files for local full-text search (self-hosted only)

  • Session Management — Start/end sessions, log transcripts, search what was said at the table

  • Cross-Platform AI — Cloudflare Workers AI (Whisper + LLM) works on any device, no GPU needed

Quick Start — Self-Hosted MCP Server

git clone https://github.com/crowterliam/2d6mcp.git
cd 2d6mcp
npm install
npm run build
npm run setup          # create consent token for BYOD mode
npm run populate-ogl   # generate the OGL rules database
npm run populate-dw    # generate the Dungeon World rules database
npm run populate-brp   # generate the Basic Roleplaying rules database
npm run populate-5ecompatible  # generate the 5E-compatible rules database
npm run start          # run the MCP server (stdio transport)

Quick Start — Hosted Discord Bot (Cloudflare)

git clone https://github.com/crowterliam/2d6mcp.git
cd 2d6mcp
npm install
npm run setup-cloud

The interactive wizard guides you through:

  • Cloudflare login + account setup

  • Discord bot token + configuration

  • Worker deployment, D1 + R2 creation, rule seeding

  • Slash command registration

5 minutes, one command. Then paste the Interactions Endpoint URL in Discord Developer Portal.

MCP Client Configuration

{
  "mcpServers": {
    "2d6mcp": {
      "command": "node",
      "args": ["/absolute/path/to/2d6mcp/packages/server/dist/index.js"],
      "env": {
        "AGREE_BYOD_USE": "true",
        "BYOD_PATH": "/path/to/your/rpg/files"
      }
    }
  }
}

BYOD — Non-Commercial Use Disclosure

BYOD (Bring Your Own Documents) mode enables local file ingestion for personal, non-commercial use only. By enabling BYOD (AGREE_BYOD_USE="true" or npm run setup), you confirm that:

  • You are the legal owner of the imported files or hold a valid license to use them.

  • This tool is provided strictly for personal, non-commercial automation and referencing.

  • The developers of this software do not condone piracy or the unauthorized distribution of copyrighted tabletop roleplaying materials.

BYOD is self-hosted only and is not available in the hosted Cloudflare Worker.

Tools

MCP Server Tools (Self-Hosted)

Tool

Description

roll_2d6

Roll 2d6 with modifier, compare against target, return effect margin

roll_d20

Roll d20 with modifier, advantage/disadvantage, AC/DC comparison, critical hits and fumbles

roll_percentile

Roll d100 with BRP-style roll-under, critical success, and fumble detection

roll_damage

Roll damage dice with optional type ("2d6+3 fire", "1d8 piercing")

roll_custom

Roll any dice notation (3d6, 1d20, 4d6+2)

roll_table

Roll on a named table from any rules system (use system param)

query_ogl_rules

Search the OGL database for rules, skills, careers, equipment, or tables

query_dw_rules

Search the Dungeon World database for moves, classes, spells, equipment, monsters, GM tools

query_brp_rules

Search the Basic Roleplaying database for characteristics, skills, professions, weapons, armor, spot rules

query_5ecompatible_rules

Search the 5E-compatible database for spells, monsters, classes, feats, and rules

query_orcus_rules

Search the Orcus 4e-compatible database for classes, monsters, feats, and rules

query_local_byod

Search your locally ingested BYOD files (requires consent)

parse_character

Parse a character sheet file into structured JSON

sync_byod

Index/re-index all files in your BYOD directory

clear_byod

Delete the BYOD index to start fresh

list_byod_files

List all indexed files with chunk counts and status

inspect_byod_file

Show chunk structure for a specific indexed file

sync_file

Index a single file by relative path

get_byod_chunk

Retrieve full chunk content by file path + chunk index

synthesize_ruling

Synthesize a rules ruling using local MLX LLM with OGL/DW/BRP/5E-compatible/BYOD citations

resolve_from_context

Take recent session transcript, detect rules question, synthesize ruling

session_start

Start a new game session for transcript logging and rulings tracking

session_end

End the active game session

session_list

List all recorded game sessions

session_summarize

Generate an AI summary for a session via MLX LLM

log_transcript

Log a transcript segment to the current session

get_session_context

Get recent transcript segments and rulings

search_transcript

Full-text search across session transcripts

transcribe_audio

Transcribe an audio file using local MLX Whisper

list_transcriptions

List in-progress audio transcriptions

clear_transcription

Reset transcription progress

delete_session

Permanently delete a session and all its data

discord_post

Post messages to Discord webhooks with smart routing

discord_add_webhook

Add a Discord webhook with name, URL, tags

discord_remove_webhook

Remove a stored Discord webhook by name

discord_list_webhooks

List all configured webhooks

discord_test_webhook

Send a test message to verify webhook connectivity

Discord Bot Commands (Hosted)

Command

Description

/ask <question>

Ask a rules question — Workers AI Qwen3 MoE returns a cited ruling

/roll <notation>

Roll dice (2d6+1, 3d6, d66)

/session start <name>

Start a game session

/session end

End the current session

/session context [minutes]

View recent transcript and rulings

/search <query>

Search session transcript

/help

Show available commands

Architecture

2d6mcp/
├── apps/
│   ├── worker/          # Cloudflare Worker — API, Discord bot, Workers AI, D1, R2
│   ├── bridge/          # Discord voice relay (VPS — raw UDP required)
│   ├── web/             # Vite + React SPA dashboard + landing (Phase 3)
│   └── recorder/        # Browser PWA fallback audio capture (Phase 4)
├── packages/
│   ├── server/          # MCP server — stdio transport, local MLX, BYOD, session DB
│   ├── shared/          # @2d6mcp/shared — dice, keywords, prompts, quality filter
│   ├── ogl/             # @2d6mcp/ogl — OGL rules database + queries
│   ├── dw/              # @2d6mcp/dw — DW rules database + queries
│   ├── brp/             # @2d6mcp/brp — BRP rules database + queries
│   └── 5ecompatible/    # @2d6mcp/5ecompatible — 5E-compatible rules database + queries
├── data/                # SQLite databases (shared)
├── tests/               # Vitest test suite (270 tests)
├── tsconfig.base.json
└── package.json         # npm workspaces root

Deployment Model

                    CLOUDFLARE                         VPS (Hetzner, DO, etc.)
┌──────────────────────────────┐  ┌──────────────────────────────────────┐
│  API Worker (Hono)           │  │  Bridge (Node.js + systemd)           │
│  /api/interactions (Discord) │  │  Auto-joins voice channels            │
│  /api/ask (Qwen3 MoE)        │◄─│  Ring buffer → Worker /api/audio-ingest│
│  /api/roll (shared dice)     │  │  Health /push-to-ask HTTP endpoint     │
│  /api/auth/* (OAuth2+JWT)    │  └──────────────────────────────────────┘
│  D1 (rules) + R2 (audio)     │
└──────────────────────────────┘
         │
    Discord (slash commands live)

Agent Modes

This project includes AI agent instructions for common coding assistants. See .kilo/agent/ for domain-specific modes:

Agent File

Domain

.kilo/agent/2d6mcp.md

Master reference — all tools, workflows, environment vars

.kilo/agent/2d6mcp-task-resolution.md

Dice rolling, effect margins, difficulty, boon/bane

.kilo/agent/2d6mcp-rules-reference.md

Rules lookup, table rolling, OGL + BYOD search

.kilo/agent/2d6mcp-character-creation.md

UPP, characteristics, career paths, skills

.kilo/agent/2d6mcp-byod.md

BYOD sync, listing, inspection, troubleshooting

Slash commands are in .kilo/command/ for quick access to common operations.

Build & Test

npm install           # install all workspace dependencies
npm run build         # compile all packages (tsc --build)
npm test              # run 270 tests across 26 test files
npm run typecheck     # type-check without emitting
npm run start         # run the MCP server (packages/server/dist/index.js)

Environment Variables

Self-Hosted MCP Server

Variable

Default

Description

AGREE_BYOD_USE

"false"

Set to "true" to enable BYOD mode

BYOD_PATH

Path to directory containing local RPG source files

BYOD_CHUNK_SIZE

8000

Characters per chunk (500–50000)

BYOD_CHUNK_OVERLAP

400

Overlap between consecutive chunks

BYOD_MAX_FILES

2000

Maximum files to process per sync

BYOD_MAX_CHUNKS_PER_FILE

500

Maximum chunks from any single file

BYOD_SYNC_TIMEOUT_MS

15000

Milliseconds per sync batch

BYOD_CONTENT_CACHE_PATH

data/byod/content_cache.db

Shared content cache database

OGL_DB_PATH

data/ogl/cepheus.db

Path to custom OGL SQLite database

DW_DB_PATH

data/dw/dungeon-world.db

Path to custom DW SQLite database

BRP_DB_PATH

data/brp/basic-roleplaying.db

Path to custom BRP SQLite database

SR5E_DB_PATH

data/5ecompatible/5ecompatible-srd.db

Path to custom 5E-compatible SQLite database

ORCUS_DB_PATH

data/orcus/orcus.db

Path to custom Orcus SQLite database

MLX_WHISPER_MODEL

mlx-community/whisper-large-v3-turbo

MLX Whisper model

MLX_LLM_MODEL

mlx-community/Llama-3.2-3B-Instruct-4bit

MLX LLM model

SESSION_DB_PATH

~/.2d6mcp/sessions.db

Session database location

STT_BACKEND

mlx

STT backend: mlx or whispercpp

LLM_BACKEND

mlx

LLM backend: mlx or llamacpp

Hosted Cloudflare Worker

Variable

Set via

Description

DISCORD_BOT_TOKEN

wrangler secret put

Discord bot token

DISCORD_PUBLIC_KEY

wrangler secret put

Discord interactions public key

DISCORD_CLIENT_ID

wrangler secret put

Discord application client ID

DISCORD_CLIENT_SECRET

wrangler secret put

Discord OAuth2 client secret

JWT_SECRET

wrangler secret put

HMAC secret for user JWT tokens

API_URL

wrangler.toml

Worker base URL

WEB_URL

wrangler.toml

Web dashboard URL

License

This project uses a multi-license architecture:

The BRP logo (BRP.png in the project root and data/brp/BRP.png) is a trademark of Chaosium Inc., displayed in compliance with Section 15 of the BRP Open Game License v1.0.

BRP logo

You are granted permission to reproduce the logo only for the purpose of labeling derivative works under the BRP OGL.

Full license documentation: LICENSE.md


Copyright © 2026 Jupiter Industries (Liam Crowter) and the 2d6mcp maintainers

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