Kiln

AI 与智能体

by codeofaxel

让 AI agent 控制 3D 打印机,提供 273 个工具,覆盖 OctoPrint、Moonraker、Bambu、Prusa 与 Elegoo。

什么是 Kiln

让 AI agent 控制 3D 打印机,提供 273 个工具,覆盖 OctoPrint、Moonraker、Bambu、Prusa 与 Elegoo。

README

<!-- mcp-name: io.github.codeofaxel/kiln --> <p align="center"> <img src="docs/assets/kiln-banner-1280x640.svg" alt="Kiln" width="640"> </p> <p align="center"> <strong>Agentic infrastructure for physical fabrication via 3D printing.</strong> </p> <p align="center"> <a href="https://github.com/codeofaxel/Kiln/actions/workflows/ci.yml"><img src="https://github.com/codeofaxel/Kiln/actions/workflows/ci.yml/badge.svg" alt="CI"></a> <a href="https://pypi.org/project/kiln3d/"><img src="https://img.shields.io/pypi/v/kiln3d" alt="PyPI"></a> <a href="https://pypi.org/project/kiln3d/"><img src="https://img.shields.io/pypi/pyversions/kiln3d" alt="Python"></a> <a href="https://github.com/codeofaxel/Kiln/blob/main/LICENSE"><img src="https://img.shields.io/github/license/codeofaxel/Kiln" alt="License"></a> <a href="https://glama.ai/mcp/servers/codeofaxel/kiln"><img src="https://glama.ai/mcp/servers/codeofaxel/kiln/badge" alt="Kiln MCP server" width="120"></a> </p>
<p align="center"> <img src="docs/site/public/demo/chris-wren-chat.jpg" alt="Kiln agent completing a print job over chat" width="380"> </p> <p align="center"> <em>Ask your agent to print something. It just does it — start to finish.</em><br> <a href="https://kiln3d.com">Watch the demo →</a> </p> <details> <summary>CLI demo (terminal)</summary> <p align="center"> <img src="demo/kiln-demo.gif" alt="Kiln CLI Demo" width="800"> </p> </details>

Kiln lets AI agents design, queue, and execute physical manufacturing jobs on real 3D printers with zero human intervention. It exposes printer control through both a CLI and the Model Context Protocol (MCP), making any MCP-compatible agent (OpenClaw, Claude, GPT, custom) a first-class operator of your print farm.

Three ways to print

ModeWhat it isYou need
🖨️ Your printerControl OctoPrint, Moonraker, Bambu, or Prusa Link printers on your LAN — or remotely via Bambu CloudA 3D printer
🏭 Fulfillment centersOutsource to Craftcloud (150+ services — no API key required). Kiln handles quoting, ordering, and tracking. More providers as integrations launchNothing — no printer required
🌐 External provider integrationsRoute jobs through connected third-party provider/network adapters. Kiln does not operate a first-party network marketplaceIntegrations as available

All three modes use the same MCP tools and CLI commands. An agent can seamlessly fall back from a busy local printer to a fulfillment center or connected external provider integration — all in one workflow.

Why Kiln?

  • One control plane, any printer — OctoPrint, Moonraker, Bambu Lab, Prusa Link. Manage a mixed fleet from one place.
  • AI-native — 461 MCP tools built for AI agents. Not a web UI with an API bolted on.
  • Prints don't fail silently — Cross-printer learning, automatic failure rerouting, preflight safety checks on every job.
  • Search → Slice → Print — Search and download 3D models from Thingiverse, MyMiniFactory, and Cults3D (search only), auto-slice with PrusaSlicer or OrcaSlicer, print — all from one agent conversation.
  • Safety at scale — 28 per-printer safety profiles, G-code validation, heater watchdog, tamper-proof audit logs. Enterprise adds encrypted G-code at rest with key rotation, lockable profiles, RBAC, SSO, fleet site grouping, per-project cost tracking, and PostgreSQL HA.

Architecture

mermaid
graph TD
    A["🤖 AI Agent<br/><sub>Claude · GPT · Custom</sub>"]
    A -->|"CLI or MCP"| B["⚙️ Kiln<br/><sub>CLI + MCP Server</sub>"]

    B --> C["🖨️ Your Printers"]
    B --> F["🏭 Fulfillment"]
    B --> N["🌐 External Integrations<br/><sub>(third-party providers/networks, as available)</sub>"]
    B --> D["🛒 Marketplaces"]

    C --> E1["OctoPrint"]
    C --> E2["Moonraker"]
    C --> E3["Bambu"]
    C --> E4["Prusa Link"]
    C --> E5["Elegoo"]

    F --> F1["Craftcloud"]

    N --> N1["Third-Party Network Providers"]

    D --> I["MyMiniFactory"]
    D --> J["Cults3D"]
    D --> H["Thingiverse (deprecated)"]

    style A fill:#1a1a2e,stroke:#e94560,color:#fff
    style B fill:#16213e,stroke:#0f3460,color:#fff
    style C fill:#0f3460,stroke:#e94560,color:#fff
    style F fill:#0f3460,stroke:#27ae60,color:#fff
    style N fill:#0f3460,stroke:#f39c12,color:#fff
    style D fill:#0f3460,stroke:#533483,color:#fff
    style E1 fill:#2d2d44,stroke:#e94560,color:#fff
    style E2 fill:#2d2d44,stroke:#e94560,color:#fff
    style E3 fill:#2d2d44,stroke:#e94560,color:#fff
    style E4 fill:#2d2d44,stroke:#e94560,color:#fff
    style F1 fill:#2d2d44,stroke:#27ae60,color:#fff
    style F2 fill:#2d2d44,stroke:#27ae60,color:#fff
    style N1 fill:#2d2d44,stroke:#f39c12,color:#fff
    style H fill:#2d2d44,stroke:#533483,color:#fff
    style I fill:#2d2d44,stroke:#533483,color:#fff
    style J fill:#2d2d44,stroke:#533483,color:#fff

Kiln connects AI agents to OctoPrint, Moonraker (Klipper), Bambu Lab, Prusa Link, and Elegoo printers. Agents can also outsource jobs through Craftcloud fulfillment, and search models on MyMiniFactory, Cults3D (search only), and Thingiverse.

Packages

This monorepo contains two packages:

PackageDescriptionEntry Point
kilnCLI + MCP server for multi-printer control (OctoPrint, Moonraker, Bambu, Elegoo, Prusa Link)kiln or python -m kiln
octoprint-cliLightweight standalone CLI for OctoPrint-only setupsoctoprint-cli

Prerequisites

Before installing Kiln, you need your printer's LAN details (Ethernet or Wi-Fi):

PrinterTypeWhat You Need
Prusa MK4/XL/Mini+prusaconnectIP address + API key (both in Settings > Network > PrusaLink on the printer's LCD)
OctoPrint (any printer)octoprintOctoPrint URL + API key (Settings > API in OctoPrint web UI)
Klipper/MoonrakermoonrakerMoonraker URL (usually http://<ip>:7125)
Bambu LabbambuIP address + LAN access code + serial number (all on the printer's LCD)
Elegoo (SDCP printers)elegooIP address only — no authentication required. For Neptune 4/OrangeStorm Giga, use moonraker instead.

Kiln only needs IP reachability on your local LAN. Ethernet-only printers are fully supported.

Optional: Install PrusaSlicer or OrcaSlicer to slice STL files directly from Kiln (brew install --cask prusaslicer on macOS).

Optional: Install OpenSCAD for AI model generation via Gemini Deep Think (brew install openscad on macOS). Gemini Deep Think can generate 3D-printable models from text descriptions — OpenSCAD compiles the generated geometry to STL. Set KILN_GEMINI_API_KEY to enable.

Quick Start

Kiln CLI

bash
# One-line install (clones repo + installs via pipx)
git clone https://github.com/codeofaxel/Kiln.git ~/.kiln/src && ~/.kiln/src/install.sh

# Or install manually from a local clone
pip install -e ./kiln

# Discover printers on your network (mDNS + HTTP probe)
kiln discover

# Add your printer (pick your type from the Prerequisites table)
kiln auth --name my-printer --host http://octopi.local --type octoprint --api-key YOUR_KEY
# Other printer types:
# kiln auth --name prusa --host http://192.168.1.100 --type prusaconnect --api-key YOUR_KEY
# kiln auth --name klipper --host http://192.168.1.100:7125 --type moonraker
# kiln auth --name bambu --host 192.168.1.100 --type bambu --access-code LAN_CODE --serial SERIAL
# If discovery misses your printer (common on WSL/VLANs), connect directly by IP with kiln auth.

# Check printer status
kiln status

# Upload and print a file
kiln upload model.gcode
kiln print model.gcode

# Slice an STL and print in one step
kiln slice model.stl --print-after

# Batch print multiple files
kiln print *.gcode --queue

# Monitor a running print
kiln wait

# Take a webcam snapshot
kiln snapshot --save photo.jpg

# View print history
kiln history --status completed

# All commands support --json for agent consumption
kiln status --json

Ethernet-Only Printers (No Wi-Fi)

Kiln works the same over Ethernet and Wi-Fi because it talks to printer APIs over LAN IP.

bash
# 1. Connect printer and host to the same router/switch
# 2. Find printer IP from the printer UI or your router DHCP client list
# 3. Verify the printer endpoint responds:
curl http://<printer-ip>/api/version                    # OctoPrint
curl http://<printer-ip>:7125/server/info               # Moonraker
curl -H "X-Api-Key: YOUR_KEY" http://<printer-ip>/api/v1/status   # Prusa Link

# 4. Register directly by IP (no discovery required)
kiln auth --name my-printer --host http://<printer-ip> --type prusaconnect --api-key YOUR_KEY

Linux / WSL 2

Kiln runs natively on Linux and Ubuntu under WSL 2.

Option 1: pipx (recommended)

pipx installs Kiln into its own isolated environment and puts the kiln command on your PATH — works from any directory, no virtualenv to manage.

Note: The pip package name is kiln3d (not kiln). This matters for pipx uninstall, pip show, etc. The CLI command is still kiln.

bash
# One-time: install pipx
sudo apt install pipx
pipx ensurepath   # adds ~/.local/bin to PATH (restart your shell after)

# Clone and install
git clone https://github.com/codeofaxel/Kiln.git
cd Kiln
pipx install ./kiln

# System dependencies (optional but recommended)
sudo apt install prusa-slicer   # Required for slicing STL → G-code
sudo apt install openscad        # Required only for text-to-3D generation

# Verify
kiln verify

Uninstall / Update

bash
# Uninstall (package name is kiln3d, not kiln)
pipx uninstall kiln3d

# Update to latest version (if installed from a git clone)
cd Kiln
git pull
pipx install --force ./kiln

# Check what pipx has installed (useful for troubleshooting)
pipx list

Option 2: virtualenv

If you prefer a manual virtualenv:

bash
python3 -m venv ~/.kiln-venv
source ~/.kiln-venv/bin/activate

git clone https://github.com/codeofaxel/Kiln.git
cd Kiln
pip install -e ./kiln            # includes all printer backends (OctoPrint, Moonraker, Bambu, Elegoo, Prusa Link)

kiln verify

Tip: Add source ~/.kiln-venv/bin/activate to your ~/.bashrc so the kiln command is always available when you open a terminal.

WSL 2 networking note: WSL 2 uses a virtual network (NAT), so mDNS printer discovery (kiln discover) will not find printers on your home network. Instead, connect directly by IP (same flow for Ethernet-only printers):

bash
# 1. Find your printer's IP (check your router or the printer's LCD/web UI)
# 2. Verify connectivity from WSL
curl http://192.168.1.100:7125/server/info                              # Moonraker (Klipper)
curl http://192.168.1.100/api/version                                   # OctoPrint
curl -H "X-Api-Key: YOUR_KEY" http://192.168.1.100/api/v1/status       # Prusa Link
# Bambu printers use MQTT — just ensure port 8883 is reachable:
# nc -zv 192.168.1.100 8883

# 3. Register the printer with Kiln (pick your type)
kiln auth --name my-printer --host http://192.168.1.100:7125 --type moonraker
# kiln auth --name prusa --host http://192.168.1.100 --type prusaconnect --api-key YOUR_KEY
# kiln auth --name bambu --host 192.168.1.100 --type bambu --access-code LAN_CODE --serial SERIAL

# 4. Check printer status
kiln status

If PrusaSlicer is not in your PATH, set it explicitly:

bash
export KILN_SLICER_PATH=/path/to/prusa-slicer

Bambu TLS security defaults: Kiln now uses certificate pinning (pin mode) for Bambu by default. On first successful connection, the printer certificate fingerprint is pinned (TOFU) in ~/.kiln/bambu_tls_pins.json. Advanced overrides:

bash
# Strict CA/hostname validation (usually fails on stock self-signed printers)
export KILN_BAMBU_TLS_MODE=ca

# Legacy behavior (no certificate validation) - use only on trusted LANs
export KILN_BAMBU_TLS_MODE=insecure

# Optional explicit pin (SHA-256 fingerprint, hex with or without colons)
export KILN_BAMBU_TLS_FINGERPRINT=0123abcd...

Bambu webcam snapshots require ffmpeg for RTSP frame capture. Install it if you want vision monitoring on Bambu printers:

bash
# macOS
brew install ffmpeg

# Ubuntu/Debian
sudo apt install ffmpeg

Without ffmpeg, Bambu printers will work normally but can_snapshot will be False and vision monitoring tools won't capture frames.

CLI Commands

code
kiln discover                              # Scan LAN for printers (mDNS + HTTP probe)
kiln auth --name N --host H --type T       # Save printer credentials
kiln doctor-prusa [--json]                 # Prusa Link diagnostics (endpoints + storage roots)
kiln status [--json]                       # Printer state + job progress
kiln files [--json]                        # List files on printer
kiln upload <file> [--json]                # Upload G-code file
kiln print <files>... [--queue] [--json]   # Start printing (supports batch + queue)
kiln cancel [--json]                       # Cancel current print
kiln pause [--json]                        # Pause current print
kiln resume [--json]                       # Resume paused print
kiln emergency-stop [--printer N|--all]    # Trip emergency stop latch (single printer or fleet)
kiln emergency-status [--printer N|--all]  # Inspect emergency latch/interlock state
kiln emergency-clear --ack-note "..."      # Acknowledge and clear emergency latch
kiln temp [--tool N] [--bed N] [--json]    # Get/set temperatures
kiln gcode <cmds>... [--json]              # Send raw G-code
kiln printers [--json]                     # List saved printers
kiln use <name>                            # Switch active printer
kiln remove <name>                         # Remove a saved printer
kiln preflight [--material MAT] [--json]   # Pre-print safety checks
kiln slice <file> [--print-after] [--json] # Slice STL/3MF to G-code (material-aware temps + smart supports)
kiln snapshot [--save PATH] [--json]       # Capture webcam snapshot
kiln wait [--timeout N] [--json]           # Wait for print to finish
kiln history [--status S] [--json]         # View past prints
kiln order materials [--json]              # List fulfillment materials
kiln order quote <file> -m MAT [--json]   # Get manufacturing quote
kiln order place <quote_id> [--json]      # Place a fulfillment order
kiln order status <order_id> [--json]     # Track order status
kiln order cancel <order_id> [--json]     # Cancel an order
kiln cost <file> [--material PLA] [--json]    # Estimate print cost
kiln material set|show|spools|add-spool       # Material tracking
kiln level [--status] [--trigger] [--json]    # Bed leveling triggers
kiln stream [--port 8081] [--stop] [--json]   # Webcam MJPEG proxy
kiln sync status|now|configure                # Cloud sync
kiln local-first [--apply] [--write-env]     # Local-first profile for edge/AGX deployments (backs up cloud sync config before disabling)
kiln ingest watch --dir ~/incoming [--auto-queue] [--once] [--state-file ~/.kiln/ingest_service/watch_state.json] [--min-stable-seconds N]
kiln ingest service install --dir ~/incoming [--auto-queue]  # Install opt-in background watcher config (detect-only by default)
kiln ingest service start|stop|status                           # Run and manage watcher as a background service
kiln plugins list|info                        # Plugin management
kiln generate "a phone stand" --provider meshy --json   # Generate 3D model from text (meshy/tripo3d/stability/gemini/openscad)
kiln generate-and-print "a phone stand" --provider gemini --material PLA   # One-command generate -> preview -> slice -> upload
kiln generate-status <job_id> --json                    # Check generation status
kiln generate-download <job_id> -o ./models --json      # Download generated model
kiln firmware status --json                # Check for firmware updates
kiln firmware update [--component klipper] # Apply firmware updates
kiln firmware rollback <component>         # Roll back firmware
kiln fleet route --material PLA [--file model.gcode] --json   # Mixed-fleet printer recommendation
kiln partner connect --name N --location L # Connect provider account/listing (integration preview)
kiln partner find --material PLA           # Find provider capacity by material/location
kiln partner submit URL --material PLA     # Submit job through a connected provider integration
kiln partner status <job_id>               # Check provider-managed job status
kiln partner list                          # List connected provider capacity listings
kiln partner sync <id> --available         # Sync provider capacity availability
# Legacy alias (deprecated in v0.2.0, removal target v0.4.0):
# kiln network register|find|submit|status|list|update
kiln setup                                 # Interactive printer setup wizard
kiln serve                                 # Start MCP server
kiln rest [--port 8420] [--tier full] [--auth-token TOKEN]  # Start REST API server
kiln agent [--model openai/gpt-4o]         # Interactive agent REPL (any LLM)

The REST API can be deployed to Fly.io for production use — see deploy.sh for one-command deployment.

Global option: --printer <name> to target a specific printer per-command.

MCP Server

bash
# Start the MCP server (uses printer from ~/.kiln/config.yaml)
kiln serve

# Or override with environment variables
export KILN_PRINTER_HOST=http://192.168.1.100    # Your printer's IP or hostname
export KILN_PRINTER_API_KEY=your_api_key          # API key (OctoPrint/Moonraker/Prusa Link)
export KILN_PRINTER_TYPE=prusaconnect             # octoprint | moonraker | bambu | prusaconnect
kiln serve

Claude Code Integration

Add to your project's .claude/settings.json (or global ~/.claude/settings.json):

json
{
  "mcpServers": {
    "kiln": {
      "command": "kiln",
      "args": ["serve"]
    }
  }
}

Note: Claude Code uses your ~/.kiln/config.yaml for printer credentials (set up via kiln setup or kiln auth). No env vars needed if you've already configured a printer.

Claude Desktop Integration

Add to ~/.config/Claude/claude_desktop_config.json:

json
{
  "mcpServers": {
    "kiln": {
      "command": "python",
      "args": ["-m", "kiln", "serve"],
      "env": {
        "KILN_PRINTER_HOST": "http://192.168.1.100",
        "KILN_PRINTER_API_KEY": "your_key",
        "KILN_PRINTER_TYPE": "prusaconnect"
      }
    }
  }
}

Tip: Replace KILN_PRINTER_TYPE with your backend: octoprint, moonraker, bambu, or prusaconnect. Or skip env vars entirely if you've already run kiln setup.

Multi-Model Support (OpenRouter / Any LLM)

Kiln works with any LLM that supports OpenAI-compatible function calling — not just Claude.

bash
# Interactive agent REPL with any model via OpenRouter
export KILN_OPENROUTER_KEY=sk-or-...
kiln agent --model openai/gpt-4o
kiln agent --model anthropic/claude-sonnet-4
kiln agent --model meta-llama/llama-3.1-70b-instruct --tier essential

# REST API mode — any HTTP client can call Kiln tools
export KILN_API_AUTH_TOKEN=CHANGE_ME_long_random_token
kiln rest --port 8420 --tier full
# POST http://localhost:8420/api/tools/printer_status
# GET  http://localhost:8420/api/tools

# Install with REST API support
pip install kiln3d[rest]

When binding REST to non-localhost addresses (for hosted deployments), set KILN_API_AUTH_TOKEN or pass --auth-token.

Tool tiers automatically match model capability: essential (15 tools) for smaller models, standard (46 tools) for mid-range, full (105 tools) for Claude/GPT-4/Gemini. All 461 tools are available via MCP (kiln serve).

OctoPrint CLI

bash
# Install
pip install -e ./octoprint-cli

# Initialize config
octoprint-cli init --host http://octopi.local --api-key YOUR_KEY

# Use
octoprint-cli status
octoprint-cli files
octoprint-cli print myfile.gcode --confirm

MCP Tools (Selected)

The Kiln MCP server (kiln serve) exposes 461 tools to agents. Key tools are listed below — run kiln tools for the complete catalog.

ToolDescription
printer_statusGet printer state, temperatures, job progress
printer_filesList available G-code files
upload_fileUpload a local G-code file to the printer
start_printStart printing a file
cancel_printCancel the active print job
pause_printPause the active print
resume_printResume a paused print
emergency_stopTrigger emergency stop latch for one or all printers
emergency_statusRead emergency latch/interlock status
clear_emergency_stopAcknowledge and clear emergency latch
emergency_trip_inputSecure external-input trigger (button/PLC bridge)
set_temperatureSet hotend and/or bed temperature
preflight_checkRun safety checks before printing
send_gcodeSend raw G-code commands
validate_gcodeValidate G-code without sending
fleet_statusGet status of all registered printers
register_printerAdd a printer to the fleet
submit_jobSubmit a print job to the queue
job_statusCheck status of a queued job
queue_summaryOverview of the job queue
cancel_jobCancel a queued or running job
recent_eventsGet recent events from the event bus
kiln_healthSystem health check (version, uptime, modules)
register_webhookRegister a webhook for event notifications
list_webhooksList all registered webhooks
delete_webhookRemove a webhook endpoint
search_all_modelsSearch MyMiniFactory, Cults3D (search only), and Thingiverse simultaneously
marketplace_infoShow connected marketplaces and setup hints
search_modelsSearch a single marketplace for 3D models
model_detailsGet details for a marketplace model
model_filesList files for a marketplace model
download_modelDownload a model file from a marketplace
download_and_uploadDownload from any marketplace and upload to printer in one step
browse_modelsBrowse popular/newest/featured models
list_model_categoriesList marketplace categories
list_plate_objectsList individual objects on each plate of a .gcode.3mf file
extract_plate_objectExtract G-code for a single object from a multi-object .gcode.3mf
print_plate_objectExtract a single object and print it (extract → upload → print)
resolve_model_sourceIdentify where a .3mf file came from (MakerWorld, etc.)
slice_modelSlice an STL/3MF file to G-code
find_slicer_toolDetect installed slicer (PrusaSlicer/OrcaSlicer)
slice_and_printSlice a model then upload and print in one step (auto-detects AMS material, auto-injects brim/raft)
slice_and_estimateDry-run slice: time, filament, printability, and adhesion estimates without printing
analyze_printabilityDeep printability analysis: overhangs, thin walls, bridging, adhesion, support volume (score 0-100)
auto_orient_modelFind optimal print orientation by scoring rotations for adhesion/supports/overhangs
estimate_supportsEstimate support volume and whether supports are needed
recommend_adhesion_settingsRecommend brim/raft settings based on geometry + material + printer type
diagnose_print_failure_liveReal-time failure diagnosis from printer state + model geometry + printer intelligence
retry_print_with_fixDiagnose a failure, apply slicer overrides, re-slice, and reprint in one step
get_active_materialGet the currently loaded AMS filament (type, color, remaining)
check_print_healthSingle-shot health check: temp drift, errors, progress assessment
monitor_printStandardized print monitoring report (progress, temps, speed, camera snapshot, auto-comments)
multi_copy_printPrint multiple copies arranged on one plate (PrusaSlicer --duplicate or STL mesh duplication fallback)
printer_snapshotCapture a webcam snapshot from the printer
fulfillment_materialsList materials from external print services (Craftcloud)
fulfillment_quoteGet a manufacturing quote for a 3D model
fulfillment_orderPlace an order based on a quote
fulfillment_order_statusTrack a fulfillment order
fulfillment_cancelCancel a fulfillment order
estimate_costEstimate print cost from G-code file
list_materialsList available material profiles
set_materialSet loaded material on a printer
get_materialGet loaded material for a printer
check_material_matchVerify material matches expected
list_spoolsList spool inventory
add_spoolAdd a spool to inventory
remove_spoolRemove a spool from inventory
get_material_propertiesGet full material property sheet (thermal, mechanical, chemical, design limits)
compare_materialsSide-by-side comparison of two materials across all properties
suggest_materialRecommend materials based on requirements (strength, flexibility, heat resistance, etc.)
build_material_overridesGenerate slicer overrides for a material+printer combination
reprint_with_materialReprint an existing model in a different material with auto-generated overrides
smart_reprintIntelligent reprint: finds file, detects AMS slot, switches material, and prints
multi_material_printPrint multiple objects in different materials/colors on one build plate
bed_level_statusGet bed leveling status for a printer
trigger_bed_levelTrigger bed leveling on a printer
set_leveling_policyConfigure auto-leveling policy
webcam_streamStart/stop/status MJPEG stream proxy
cloud_sync_statusGet cloud sync status
cloud_sync_nowTrigger immediate sync
cloud_sync_configureConfigure cloud sync settings
list_pluginsList installed plugins
plugin_infoGet details for a specific plugin
await_print_completionPoll until a print job finishes (completed/failed/cancelled/timeout)
compare_print_optionsSide-by-side local vs. fulfillment cost comparison
analyze_print_failureDiagnose a failed print job with causes and recommendations
validate_print_qualityPost-print quality assessment with snapshot and event analysis
generate_modelGenerate a 3D model from text (Meshy, Tripo3D, Stability AI, Gemini Deep Think, or OpenSCAD)
generate_original_designClosed-loop original design generation: printer-aware prompt -> generate -> audit -> corrective retry
generation_statusCheck the status of a model generation job
download_generated_modelDownload a completed generated model with mesh validation
await_generationWait for a generation job to complete (polling)
generate_and_printFull pipeline: generate -> validate -> slice -> upload -> print
validate_generated_meshValidate an STL/OBJ mesh for printing readiness
firmware_statusCheck for available firmware updates on the printer
update_firmwareStart a firmware update (all or specific component)
rollback_firmwareRoll back a firmware component to its previous version
print_historyGet recent print history with success/failure tracking
printer_statsAggregate stats for a printer (total prints, success rate, avg duration)
annotate_printAdd notes to a completed print record
save_agent_noteSave a persistent note/preference that survives across sessions
get_agent_contextRetrieve all stored agent memory for context
delete_agent_noteRemove a stored note or preference
list_safety_profilesList all bundled printer safety profiles (28 models)
get_safety_profileGet temperature/feedrate/flow limits for a specific printer
validate_gcode_safeValidate G-code against printer-specific safety limits
list_slicer_profiles_toolList all bundled slicer profiles with recommended settings
get_slicer_profile_toolGet full slicer settings (speeds, retraction, temps) for a printer
get_printer_intelligenceFirmware quirks, material compatibility, calibration guidance
get_material_recommendationRecommended hotend/bed/fan settings for a material on a printer
troubleshoot_printerDiagnose printer issues from known failure modes database
list_print_pipelinesList available pre-validated pipelines (quick_print, calibrate, benchmark)
run_quick_printFull pipeline: slice → validate → upload → print in one shot
run_calibrateHome → bed level → calibration guidance pipeline
run_benchmarkSlice → upload → stats report (manual start)
monitor_print_visionCapture snapshot + printer state + phase hints; agent's vision model analyzes for defects
watch_printPoll printer with periodic snapshots; returns batch for agent vision review
record_print_outcomeRecord print quality outcome with safety-validated settings
get_printer_insightsQuery cross-printer learning: success rates, failure breakdown, material stats
suggest_printer_for_jobRank printers by historical success for a file/material combination
recommend_settingsRecommend print settings (temps, speed, slicer profile) from historical successes
connect_provider_accountConnect a local listing to a partner provider integration (as integrations launch)
sync_provider_capacitySync provider availability/capacity for a connected listing (as integrations launch)
list_provider_capacityList capacity/listings from connected provider integrations (as integrations launch)
find_provider_capacitySearch connected provider capacity by material/location (as integrations launch)
submit_provider_jobSubmit a print job through a connected provider integration (as integrations launch)
provider_job_statusCheck status of a provider-managed job (as integrations launch)
billing_statusGet billing status, fee policy, and payment methods
billing_summaryAggregated billing summary
billing_historyRecent billing charges and payment outcomes
billing_setup_urlGet URL to link a payment method (Stripe)
safety_auditAudit safety compliance across jobs
safety_settingsGet current safety and auto-print settings
safety_statusComprehensive safety status check
delete_fileDelete a file from the printer
cache_modelCache a downloaded model locally for reuse
search_cached_modelsSearch cached models by name, source, or tags
list_cached_modelsList all cached models with metadata
get_cached_modelGet details and local path for a cached model
delete_cached_modelRemove a model from the local cache
backup_databaseCreate a timestamped backup of the Kiln SQLite database
verify_audit_integrityVerify integrity of the audit log (hash chain validation)
clean_agent_memoryPrune stale or expired agent memory entries
list_trusted_printersList printers in the trust store with verification status
trust_printerAdd a printer to the trust store (fingerprint + TLS pinning)
untrust_printerRemove a printer from the trust store
pipeline_statusGet real-time status of a running pipeline
pipeline_pausePause a running pipeline at the current step boundary
pipeline_resumeResume a paused pipeline
pipeline_abortAbort a running or paused pipeline
pipeline_retry_stepRetry the failed step in a pipeline
consumer_onboardingStep-by-step guide for users without a 3D printer
validate_shipping_addressValidate and normalize a shipping address
recommend_materialRecommend material by use case (decorative, functional, outdoor, etc.)
estimate_priceInstant price estimate before requesting a full quote
estimate_timelineOrder-to-delivery timeline with per-stage breakdown
fulfillment_compare_providersSide-by-side quotes from all fulfillment providers
fulfillment_filter_materialsSearch/filter materials by technology, color, price
fulfillment_batch_quoteQuote multiple parts in one operation (assemblies)
fulfillment_provider_healthHealth status of all fulfillment providers
fulfillment_order_historyView past orders for status review or reorder
fulfillment_reorderLook up past order details for easy reordering
fulfillment_insurance_optionsShipping insurance/protection options with pricing
supported_shipping_countriesList countries supported for fulfillment shipping
export_audit_trailExport audit trail as JSON/CSV with date range, tool, action, and session filters (Enterprise)
lock_safety_profileAdmin-lock a safety profile to prevent agent modifications (Enterprise)
unlock_safety_profileUnlock a previously locked safety profile (Enterprise)
manage_team_memberAdd, remove, or update team member roles (admin/engineer/operator) (Enterprise)
printer_usage_summaryPer-printer usage summary for overage billing (Enterprise)
uptime_reportRolling uptime metrics (1h/24h/7d/30d) with SLA tracking (Enterprise)
encryption_statusCheck G-code encryption status and key configuration (Enterprise)
report_printer_overageReport printer overage billing details (Enterprise)
configure_ssoConfigure SSO provider (OIDC/SAML) with IdP settings (Enterprise)
sso_login_urlGenerate SSO login URL for OIDC/SAML authentication (Enterprise)
sso_exchange_codeExchange authorization code for session token via SSO (Enterprise)
sso_statusCheck SSO configuration and provider status (Enterprise)
rotate_encryption_keyRe-encrypt all G-code files with a new key (Enterprise)
database_statusCheck database backend (SQLite/PostgreSQL) health and config (Enterprise)
list_fleet_sitesList all physical sites in the fleet with printer counts (Enterprise)
fleet_status_by_siteFleet status grouped by physical site (Enterprise)
update_printer_siteAssign a printer to a physical site/location (Enterprise)
create_projectCreate a client project for cost allocation (Enterprise)
log_project_costLog a cost entry (material, printer time, labor, etc.) against a project (Enterprise)
project_cost_summaryAggregate cost summary with budget tracking for a project (Enterprise)
client_cost_reportCross-project cost report for a client (Enterprise)
get_design_briefComplete design brief for a functional requirement (materials, patterns, constraints)
build_generation_promptTurn a natural-language idea into a printer-aware, design-constrained generation prompt
audit_original_designHarsh original-design audit: brief + validation + printability + diagnostics + feedback
get_material_design_profileFull engineering properties for a 3D printing material
list_design_materialsList all available materials with summary properties
recommend_design_materialRecommend the best material for a design task
estimate_structural_loadEstimate safe structural load for a cantilevered section
check_material_environmentCheck whether a material is compatible with an environment
get_printer_design_capabilitiesGet the design capability profile for a printer
list_printer_design_profilesList all known printer design capability profiles
get_design_pattern_infoGet detailed design rules for a functional pattern (snap-fit, living hinge, etc.)
list_design_patterns_catalogList all available design patterns with descriptions
find_design_patternsFind design patterns that apply to a specific use case
match_design_requirementsIdentify which functional requirements apply to a design task
validate_design_for_requirementsValidate a 3D model against functional design requirements
troubleshoot_print_issueDiagnose a 3D printing problem by material and symptom
check_printer_material_compatibilityCheck if a specific printer can handle a material
get_post_processing_guidePost-processing techniques for finishing a 3D printed part
check_multi_material_pairingCheck if two materials can be co-printed in dual extrusion
get_print_diagnosticComprehensive print diagnostic combining multiple knowledge sources
get_construction_design_briefDesign brief for construction-scale 3D printing
get_construction_material_profileEngineering properties for a construction printing material
list_construction_materials_catalogList all available construction printing materials
get_construction_pattern_infoDesign rules for a construction printing pattern
list_construction_patterns_catalogList all available construction printing patterns
get_construction_building_requirementDetailed building program requirements
list_construction_building_requirementsList all available building program requirement profiles
match_construction_building_requirementsMatch a building description to known program requirements

Provider Tools

The legacy network_* CLI commands and MCP tool aliases were deprecated in v0.2.0 and have been removed. Use the canonical provider integration tools instead: connect_provider_account, sync_provider_capacity, list_provider_capacity, find_provider_capacity, submit_provider_job, provider_job_status.

Supported Printers

BackendStatusPrinters
OctoPrintStableAny OctoPrint-connected printer (Prusa, Ender, custom)
MoonrakerStableKlipper-based printers (Voron, Ratrig, etc.)
BambuStableBambu Lab X1C, P1S, A1 (via LAN MQTT)
Prusa LinkStablePrusa MK4, XL, Mini+ (local REST API — type: prusaconnect)
ElegooStableCentauri Carbon, Saturn, Mars series (via LAN WebSocket/SDCP). Neptune 4/OrangeStorm Giga use Moonraker.

MCP Resources

The server also exposes read-only resources that agents can use for context:

Resource URIDescription
kiln://statusSystem-wide snapshot (printers, queue, events)
kiln://printersFleet listing with idle printers
kiln://printers/{name}Detailed status for a specific printer
kiln://queueJob queue summary and recent jobs
kiln://queue/{job_id}Detail for a specific job
kiln://eventsRecent events (last 50)

Modules

ModuleDescription
server.pyMCP server with tools, resources, and subsystem wiring
printers/Printer adapter abstraction (OctoPrint, Moonraker, Bambu, Elegoo, Prusa Link)
marketplaces/Model marketplace adapters (MyMiniFactory, Cults3D, Thingiverse)
slicer.pySlicer integration (PrusaSlicer, OrcaSlicer) with auto-detection
registry.pyFleet registry for multi-printer management
queue.pyPriority job queue with status tracking
scheduler.pyBackground job dispatcher with history-based smart routing
events.pyPub/sub event bus with history
persistence.pySQLite storage for jobs, events, and settings
webhooks.pyEvent-driven webhook delivery with HMAC signing
auth.pyOptional API key authentication with scope-based access
billing.pyFee tracking for fulfillment and network-routed jobs
discovery.pyNetwork printer discovery (mDNS + HTTP probe)
generation/Text-to-model generation providers (Meshy, Tripo3D, Stability AI, Gemini Deep Think, OpenSCAD) with auto-discovery, mesh validation, and printability analysis
consumer.pyConsumer workflow for non-printer users (address validation, material recommendations, timeline/price estimation, onboarding)
fulfillment/External manufacturing service adapters (Craftcloud) with intelligence layer (provider health, multi-provider comparison, batch quoting, retry/fallback, order history, shipping insurance)
cost_estimator.pyPrint cost estimation from G-code analysis
materials.pyMulti-material and spool tracking
bed_leveling.pyAutomated bed leveling trigger system
streaming.pyMJPEG webcam streaming proxy
cloud_sync.pyCloud sync for printer configs and job history
plugins.pyPlugin system with entry-point discovery
gcode.pyG-code safety validator with per-printer limits
safety_profiles.pyBundled safety database (30 printer models, temps/feedrates/flow)
slicer_profiles.pyBundled slicer profiles (auto-generates .ini files per printer)
printer_intelligence.pyPrinter knowledge base (firmware quirks, materials, failure modes)
pipelines.pyPre-validated print pipelines (quick_print, calibrate, benchmark)
tool_schema.pyOpenAI function-calling schema converter (MCP → OpenAI format)
tool_tiers.pyTool tier definitions (essential/standard/full) for model capability matching
agent_loop.pyGeneric agent loop for any OpenAI-compatible API (OpenRouter, direct, etc.)
openrouter.pyOpenRouter integration with model catalog and auto-tier detection
rest_api.pyREST API wrapper (FastAPI) exposing all MCP tools as HTTP endpoints
data/Bundled JSON databases (safety profiles, slicer profiles, printer intelligence)
payments/Payment processing (Stripe, Circle USDC, crypto rails)
gateway/External-provider integration gateway (as integrations launch)
heater_watchdog.pyAuto-cooldown watchdog for idle heaters
licensing.pyLicense tier management (Free/Pro/Business/Enterprise, offline-first)
sso.pySSO authentication (OIDC/SAML) with IdP role mapping and email domain allowlists
gcode_encryption.pyG-code encryption at rest (Fernet/PBKDF2 via KILN_ENCRYPTION_KEY)
printer_billing.pyPer-printer overage billing (20 included, $15/mo each additional)
teams.pyTeam seat management with RBAC (admin/engineer/operator roles)
uptime.pyRolling uptime health monitoring (1h/24h/7d/30d windows, 99.9% SLA target)
project_costs.pyPer-project cost tracking for manufacturing bureaus (material, labor, printer time, fulfillment)
wallets.pyCrypto wallet configuration (Solana/Ethereum for donations and fees)
cli/Click CLI with 114 commands and JSON output
deploy/Kubernetes manifests and Helm chart for on-prem Enterprise deployment

Authentication (Optional)

Kiln supports optional API key authentication for MCP tools. Disabled by default.

bash
# Enable auth
export KILN_AUTH_ENABLED=1
export KILN_AUTH_KEY=your_secret_key

# Clients provide their key via
export KILN_MCP_AUTH_TOKEN=your_secret_key

Scopes: read, write, admin. Read-only tools (status, list) never require auth.

Webhooks

Register HTTP endpoints to receive real-time event notifications:

code
register_webhook(url="https://example.com/hook", events=["job.completed", "print.failed"])

Payloads are signed with HMAC-SHA256 when a secret is provided.

Security defaults:

  • Webhook redirects are blocked by default (KILN_WEBHOOK_ALLOW_REDIRECTS=0).
  • If redirects are enabled, each hop is SSRF-validated and HTTPS→HTTP downgrade is blocked.

Printer Discovery

Kiln can automatically find printers on your local network:

bash
kiln discover

Discovery uses mDNS/Bonjour and HTTP subnet probing to find OctoPrint, Moonraker, Bambu, and Prusa Link printers. If discovery returns no results, register printers directly by IP with kiln auth (works for both Ethernet and Wi-Fi LAN setups).

Third-Party Plugins

Third-party entry-point plugins are default-deny in production (KILN_PLUGIN_POLICY=strict). Allow only specific plugins with:

bash
export KILN_ALLOWED_PLUGINS=my_plugin,other_plugin

For temporary migration compatibility, permissive mode can be enabled:

bash
export KILN_PLUGIN_POLICY=permissive

Model Marketplaces

Kiln includes adapters for discovering and downloading 3D models from popular marketplaces:

MarketplaceStatusFeatures
MyMiniFactoryStableSearch, details, download. Primary marketplace — recommended for new integrations.
Cults3DStableSearch, details (metadata-only — no direct download; provides URLs for manual download)
ThingiverseDeprecatedSearch, browse, download, categories. Acquired by MyMiniFactory (Feb 2026). API may be sunset; prefer MyMiniFactory.

Marketplace features require free API keys. Get yours and set the environment variables:

MarketplaceGet your API keyEnvironment variable(s)
MyMiniFactory (recommended)Developer SettingsKILN_MMF_API_KEY
Cults3D (search only)API KeysKILN_CULTS3D_USERNAME + KILN_CULTS3D_API_KEY
Thingiverse (deprecated)Create AppKILN_THINGIVERSE_TOKEN
bash
export KILN_MMF_API_KEY=your_key               # MyMiniFactory (recommended)
export KILN_CULTS3D_USERNAME=your_username      # Cults3D
export KILN_CULTS3D_API_KEY=your_key            # Cults3D
export KILN_THINGIVERSE_TOKEN=your_token       # Thingiverse (deprecated)

All configured marketplaces are searched simultaneously via search_all_models. Agents can inspect details, download files, and upload directly to a printer — enabling a full design-to-print workflow without human intervention.

AI Model Generation

Kiln's universal generation adapter auto-discovers text-to-3D providers from environment variables. Set any of the following and the provider is available instantly:

bash
export KILN_MESHY_API_KEY=your_key         # Meshy — cloud text-to-3D
export KILN_TRIPO3D_API_KEY=your_key       # Tripo3D — high-quality cloud text-to-3D
export KILN_STABILITY_API_KEY=your_key     # Stability AI — synchronous 3D generation
export KILN_GEMINI_API_KEY=your_key        # Gemini Deep Think — AI-reasoned text/sketch-to-3D

OpenSCAD is also available for local parametric generation (no API key needed — just install the openscad binary).

ProviderTypeAsyncOutput Formats
MeshyCloudYesSTL, OBJ, GLB
Tripo3DCloudYesSTL, OBJ, GLB
Stability AICloudNo (synchronous)GLB
Gemini Deep ThinkCloud + LocalNo (synchronous)STL
OpenSCADLocalNo (synchronous)STL

Generated models are automatically validated for printability (manifold check, triangle count, bounding box dimensions) before printing. The registry pattern means new providers can be added in under 100 lines. kiln generate and kiln generate-and-print now render a 3-view preview (isometric/dimetric/trimetric) by default; use --no-preview to disable. The MCP provider list reports every supported backend and whether its API key is configured, so agents can reason about the real generation surface instead of a partial subset.

Slicer Integration

Kiln wraps PrusaSlicer and OrcaSlicer for headless slicing. Auto-detects installed slicers on PATH, macOS app bundles, or via KILN_SLICER_PATH.

bash
# Slice an STL to G-code
kiln slice model.stl

# Slice and immediately print
kiln slice model.stl --print-after

# Smart supports (auto = minimal buildplate-only only when needed)
kiln slice model.stl --support-mode auto

# Override material defaults when needed
kiln slice model.stl --material PETG

# Supported formats: STL, 3MF, STEP, OBJ, AMF

Webcam Snapshots

Capture point-in-time images from printer webcams for monitoring and quality checks:

bash
# Save snapshot to file
kiln snapshot --save photo.jpg

# Get base64-encoded snapshot (for agents)
kiln snapshot --json

Supported on OctoPrint, Moonraker, Prusa Link, and Bambu (requires ffmpeg for RTSP capture — see install note above). Agents use the printer_snapshot MCP tool.

Fulfillment Services

Print through external manufacturing services — no 3D printer required, or use alongside your own printers for overflow, specialty materials, or production runs. Kiln handles the entire workflow from idea to delivered product:

bash
# Get material recommendations for your use case
kiln order recommend functional --budget budget

# Instant price estimate (no API call needed)
kiln order estimate FDM --x 80 --y 60 --z 40

# Estimate delivery timeline
kiln order timeline SLA --country US

# List available materials (FDM, SLA, SLS, MJF, etc.)
kiln order materials

# Get a quote for a model
kiln order quote model.stl --material pla-white --quantity 2

# Validate your shipping address
kiln order validate-address --street "123 Main St" --city Austin --state TX --postal-code 78701 --country US

# View shipping insurance options
kiln order insurance 45.00

# Place the order
kiln order place q-abc123 --shipping std

# Track order status
kiln order status o-def456

# View order history
kiln order history

# List supported shipping countries
kiln order countries

Configure your fulfillment provider:

bash
# Craftcloud — works out of the box (no API key required for public endpoints)
export KILN_FULFILLMENT_PROVIDER=craftcloud

# Optional: API key to associate orders with a Craftcloud account
export KILN_CRAFTCLOUD_API_KEY=your_key

# Optional: WebSocket price polling (recommended by Craftcloud, requires pip install websockets msgpack)
export KILN_CRAFTCLOUD_USE_WEBSOCKET=1

# Craftcloud staging (for testing)
export KILN_CRAFTCLOUD_BASE_URL=https://api-stg.craftcloud3d.com

# Optional: explicitly select a provider
export KILN_FULFILLMENT_PROVIDER=craftcloud

Agents use the consumer workflow MCP tools: consumer_onboarding for guided setup, recommend_material for material selection, estimate_price / estimate_timeline for quick estimates, fulfillment_compare_providers for cross-provider quotes, fulfillment_batch_quote for multi-part assemblies, and fulfillment_order_history / fulfillment_reorder for repeat orders.

Development

bash
# Create a virtualenv first (required on modern Ubuntu/Debian/WSL)
python3 -m venv .venv && source .venv/bin/activate

# Install both packages in dev mode
pip install -e "./kiln[dev]"
pip install -e "./octoprint-cli[dev]"

# Run tests (8,000+ total)
cd kiln && python3 -m pytest tests/ -v        # 8,000+ tests
cd ../octoprint-cli && python3 -m pytest tests/ -v  # 239 tests

Revenue Model

All local printing is free forever — status checks, file management, slicing, fleet control, and printing to your own printers costs nothing.

Kiln charges a 5% orchestration fee on orders placed through external manufacturing services (kiln order / fulfillment MCP tools), with:

  • First 3 outsourced orders per month free
  • $0.25 minimum / $200 maximum per-order cap

The fee is shown transparently in every quote before you commit.

For provider-routed orders, the provider remains merchant of record and support owner. Kiln acts as orchestration infrastructure.

Licensing Tiers

TierPriceWhat You Get
Free$0All local printing, slicing, marketplace, safety profiles. Job queue (10 jobs). Up to 2 printers. Billing visibility.
Pro$29/moUnlimited printers + fleet orchestration, fleet analytics, unlimited queue depth, cloud sync, priority scheduler. Annual: $23/mo ($276/yr).
Business$99/moEverything in Pro + up to 50 printers, 5 team seats, unlimited fulfillment orders (5% orchestration fee), shared hosted MCP server, priority support, custom safety profiles, webhook integrations. Annual: $79/mo ($948/yr).
EnterpriseFrom $499/moEverything in Business + unlimited printers (20 included, $15/mo each after), unlimited seats, role-based access control, dedicated single-tenant MCP server, on-prem/cloud/hybrid deployment, SSO (SAML/OIDC), full audit trail with export, lockable safety profiles, encrypted G-code at rest, 99.9% uptime SLA, dedicated Slack channel. Annual: $399/mo ($4,788/yr).

Run kiln upgrade to activate a license key.

Safety

Kiln is safety-first infrastructure for controlling physical machines:

  • Pre-flight checks validate printer state, temperatures, and files before every print
  • G-code validation blocks dangerous commands (firmware reset, unsafe temperatures)
  • Temperature limits enforce safe maximums (300C hotend, 130C bed)
  • Confirmation required for destructive operations (cancel, raw G-code)
  • Optional authentication with scope-based API keys for multi-user setups
  • Structured errors ensure agents always know when something fails

Brand Assets

Logo files live in docs/assets/:

FileUse
kiln-banner-1280x640.svgGitHub / social media banner
kiln-logo-dark.svgPrimary mark + wordmark (dark bg)
kiln-logo-light.svgMark + wordmark (light bg)
kiln-horizontal-dark.svgHorizontal lockup (dark bg)
kiln-horizontal-light.svgHorizontal lockup (light bg)
kiln-logo-dark-notext.svgMark only (dark bg)
kiln-favicon-256.svgFavicon / app icon
kiln-logo-transparent.svgTransparent bg (for dark UIs)
kiln-logo-transparent-dark.svgTransparent bg (for light UIs)
kiln-pfp-1024.svgSocial media profile picture with subtle glow (1024×1024)
kiln-pfp-1024-flat.svgSocial media profile picture, no glow (1024×1024)
wallpapers/kiln-wallpaper-iphone-*.svgiPhone wallpapers (15, 15 Pro/Max, 16, 16 Pro/Max, 17, 17 Air, 17 Pro/Max)
wallpapers/kiln-wallpaper-macbook-*.svgMacBook wallpapers (Air 13/15, Pro 14/16)

All files are vector SVG — scale to any size.

Documentation

DocumentDescription
LitepaperQuick overview for non-technical readers
WhitepaperFull technical architecture and protocol design
Project DocsComplete reference (CLI, MCP tools, adapters, config)

Support Development

Kiln is free, open-source software. If you find it useful, consider sending a tip:

  • Solana: kiln3d.sol
  • Ethereum: kiln3d.eth

Positioning Clarification

Messaging clarification (February 24, 2026): We clarified wording to remove ambiguity and align with existing intent; no strategy change. Kiln is orchestration and agent infrastructure for fabrication workflows. Kiln does not operate a first-party decentralized manufacturing marketplace/network. Kiln integrates with third-party providers and external provider/network adapters as integrations are available.

Non-goals

  • Operating a first-party decentralized manufacturing marketplace/network
  • Replacing partner supply-side networks
  • Owning provider marketplaces instead of integrating with them
  • Acting as merchant of record for provider-routed manufacturing orders

License

Kiln is a project of Hadron Labs Inc.

AGPL-3.0 License — open source with copyleft. Commercial licensing available for companies that need proprietary use.

By contributing, you agree to the Contributor License Agreement.

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