Leaderboard/SimplyPrint
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

SimplyPrint

Manage your SimplyPrint 3D printer farm. Monitor, queue, and control prints from AI.

85/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
601.6ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 250ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 601ms, task completion: 100%
Skills
list_printers

List MULTIPLE printers with optional filters. For details on a single known printer, call get_printer instead — do not list-then-filter. For farm-wide counts ("how many printers are doing X"), call get_farm_overview instead — do not paginate this. Use status=["online"] to only see reachable printers, status=["printing"] for ones actively printing, status=["was_printing_when_offline"] for printers that dropped mid-print, status=["idle"] for available printers ready to accept a job, status=["awaiting_bed_clear"] for printers whose last print finished but the bed has not been cleared yet (NOT print_pending, which means a queued staggered start).

get_printer

Get details, status, temps, current job, filament, notifications for ONE specific printer by id. Use this (not list_printers) whenever the user asks about a single printer they've already identified — "status of printer X", "what's printer 5 doing", "temperature on Creality K2". Cheaper and less noisy than listing all printers.

get_farm_overview

One-shot summary of farm-wide printer state. Use this (NOT list_printers) when the user asks "how many printers are printing/idle/awaiting bed clear/etc." or "what is the state of the farm". Returns a total and {count, printers:[{id,name}]} for each bucket: online, offline, not_connected, operational (idle), printing, paused, awaiting_bed_clear (a print finished but the bed has not been cleared yet — printer is online + operational + still has a job; this is NOT print_pending), in_maintenance, print_pending (a queued staggered/scheduled start), requires_attention (has unresolved error notifications), ai_running, ai_detected_low, ai_detected_high. Counts overlap intentionally: a printer can be in "online" + "printing" + "ai_running" at once.

pause_print

Pause the current print on a printer

resume_print

Resume a paused print on a printer

cancel_print

Cancel the current print on a printer

send_gcode

Send G-code commands to a printer

create_print_job

Start a print job on one or more printers. File source is exactly one of: file_id (API file hash from upload), filesystem (user-file uid), queue_file (existing queue item id), reprint (previous print-job id), or next_queue_item=true (auto-pick the next matching queue item per printer, deduplicated across printers). Supports PRINT_JOB custom fields (shared and per-printer). Auto-starts when the account's autostartPrints setting is on (default).

home_printer

Home the printer axes (move to origin position)

move_printer_axis

Move a printer axis to a relative position

set_printer_fans

Control the printer cooling fans

set_printer_motors

Enable or disable the printer stepper motors

list_queue

List print queue items with optional filters. Supports filtering by assigned printer(s), group, approval status, tags, queue-item custom-field values, and age. Example: older_than_days=7 for "items added more than 7 days ago", or custom_fields=[{id: "<uuid>", value: "Engineering"}] for a specific department field.

get_queue_item

Get details of a specific queue item

remove_from_queue

Remove an item from the print queue

add_to_queue

Queue a file for printing. Pick exactly one file source: fileId (hex hash from the files.simplyprint.io Upload endpoint) or filesystem (UserFile.uid of an existing library file). Supports PRINT_QUEUE custom fields.

update_queue_item

Update a queue item (amount, note, custom print time, material usage, printer assignments).

reorder_queue_item

Move a single queue item to a new 1-based position.

move_queue_item

Move one or more queue items to a different queue group.

revive_queue_item

Bring a completed (done) queue item back to the active queue.

empty_queue

DESTRUCTIVE: Delete all items from the queue (optionally filtered by group or done-only). Confirm with the user before calling.

inspect_printer_queue

Show which queue items match/miss a specific printer and why. Useful for diagnosing why a queue item will not print.

get_queue_item_cost

Calculate the estimated cost of a queue item, optionally for a specific printer.

get_next_queue_item

Find the best-matching queue item(s) for a set of printers using SimplyPrint's compatibility matcher.

get_next_queue_items_for_printers

Read-only preview: for each given printer, return the next queue item that would be started. Uses the same dedup matcher as create_print_job with next_queue_item=true, so the same queue item is never returned twice across printers in one call. Includes match failures per printer (issues) so you can explain why a printer has nothing to print. Does NOT start any job.

list_queue_groups

List all queue groups in the user's account.

save_queue_group

Create a new queue group or update an existing one.

delete_queue_group

Delete a queue group. Optionally move its items to another group via move_to.

reorder_queue_group

Move a queue group to a new position.

list_pending_queue_items

List queue items pending approval (status: PENDING, DENIED, or REVISION).

approve_queue_item

Approve one or more pending/revision/denied queue items, with optional comment.

deny_queue_item

Deny a pending queue item, either removing it or requesting revisions. Include a comment explaining the decision.

send_back_for_revision

Revoke approval on an already-approved item and send it back to the submitter for revisions.

resubmit_queue_item

Resubmit a denied or revision-requested queue item back to pending approval. File-replacement is not supported via MCP.

list_queue_comments

Retrieve all approval comments on a queue item or user file.

add_queue_comment

Add a comment (general or feedback) to a queue item or user file. File attachments are not supported via MCP.

update_queue_comment

Edit an approval comment you authored.

delete_queue_comment

Delete an approval comment you authored (or any comment if you have the permission).

list_custom_fields

List custom field definitions with pagination and search.

list_custom_fields_for

List custom field definitions for a specific entity category and optional sub-category (e.g. PRINT + PRINT_QUEUE for queue-item custom fields).

set_custom_field_values

Set custom field values on one or more entities (queue items, files, printers, etc.). Use this to set a "deadline" or similar field across many queue items at once.

list_files

List files and folders in the user's SimplyPrint storage. With pid set, only returns files compatible with that printer (full compatibility check). With global_search=true (default), searches recursively across all folders.

get_folder

Get a folder's details including permissions.

estimate_file_cost

Estimate the print cost of a file, optionally for a specific printer.

match_file_to_printers

Find which printer models in the account are compatible with a given file.

set_file_printers

Set the printers/models/groups a file is assigned to.

update_file

Update file metadata such as name and GCODE analysis.

create_folder

Create a new folder (or edit an existing one with optional org-level permissions).

delete_folder

Delete one or more folders.

move_file

Move one or more files to a folder.

Tools
70 tools verified via live probe
verified 1d ago
Server: SimplyPrint MCPVersion: 1.0.0Protocol: 2024-11-05
Recent Probe Results
TimestampStatusLatencyConformance
Apr 28, 2026success250.1msPass
Apr 28, 2026success601.6msPass
Apr 27, 2026success193msPass
Source Registries
mcp-registry
First Seen
Apr 23, 2026
Last Seen
Apr 27, 2026
Last Probed
Apr 28, 2026