Maker Machines Atlas MCP
A public read-only MCP server providing tools for desktop fabrication machine research, including filtering catalogs, comparing specifications, finding buying options, and calculating setup costs, payback periods, and material suitability.
Endpoint and access
No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.
https://makermachinesatlas.com/mcpWhat you can do with it
- Filter machines by category, material, budget, and market
- Compare specifications of 2-4 distinct machines
- Find retailer links and disclosures for a specific machine
- Calculate laser setup costs and Etsy payback periods
Source and maintenance
- Maintenance checked
Protocol and capabilities
- Server
- maker-machines-atlas 1.0.0
- MCP protocol
- 2025-06-18
- Tools
- 7 advertised
- Resources
- Not advertised
- Resource templates
- Not advertised
- Prompts
- Not advertised
{
"tools": {
"listChanged": true
}
}Server-provided instructions
Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.
Tools
7 advertised
find_machines
Filter researched machines by process, material/use, reference budget, buying-link market and workshop requirements. Unknown requirements do not satisfy explicit filters. Market links do not imply stock.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"limit": {
"type": "integer",
"default": 10,
"maximum": 20,
"minimum": 1
},
"scale": {
"enum": [
"small",
"medium",
"large"
],
"type": "string"
},
"market": {
"enum": [
"US",
"CA",
"GB",
"IE",
"BE",
"NL",
"JP",
"DE",
"FR",
"IT",
"ES",
"PL",
"SE"
],
"type": "string"
},
"offset": {
"type": "integer",
"default": 0,
"maximum": 1000,
"minimum": 0
},
"search": {
"type": "string",
"maxLength": 120
},
"category": {
"enum": [
"3d-scanner",
"3d-printer",
"resin-printer",
"uv-printer",
"desktop-cnc",
"diode-laser",
"co2-laser",
"fiber-laser",
"hybrid",
"cutting-plotter",
"vacuum-former",
"sublimation-printer"
],
"type": "string"
},
"currency": {
"enum": [
"USD",
"EUR",
"GBP",
"CAD",
"AUD",
"JPY",
"PLN",
"SEK"
],
"type": "string",
"default": "USD",
"description": "All input money amounts must already be in this currency; no conversion."
},
"enclosed": {
"type": "boolean"
},
"language": {
"enum": [
"en",
"nl",
"ja",
"de",
"fr",
"it",
"es",
"pl",
"sv"
],
"type": "string",
"default": "en"
},
"material": {
"type": "string",
"maxLength": 120
},
"software": {
"type": "string",
"maxLength": 120
},
"minPowerW": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"production": {
"enum": [
"hobby",
"education",
"prototyping",
"small-batch"
],
"type": "string"
},
"ventilation": {
"enum": [
"not-required",
"recommended",
"required"
],
"type": "string"
},
"minWorkWidthMm": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"maxReferencePrice": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
}
},
"additionalProperties": false
}{
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}compare_machines
Compare two to four known machine IDs using dated specifications, setup requirements, strengths, limitations and sources. No overall score or invented compatibility.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"machineIds"
],
"properties": {
"language": {
"enum": [
"en",
"nl",
"ja",
"de",
"fr",
"it",
"es",
"pl",
"sv"
],
"type": "string",
"default": "en"
},
"machineIds": {
"type": "array",
"items": {
"type": "string",
"pattern": "^[a-z0-9-]+$",
"maxLength": 100
},
"maxItems": 4,
"minItems": 2
}
},
"additionalProperties": false
}{
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}get_buying_options
Read existing retailer links for one machine and an explicitly chosen buyer country. Includes affiliate disclosures and dated observations; never purchases or confirms live stock.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"machineId",
"market"
],
"properties": {
"market": {
"enum": [
"US",
"CA",
"GB",
"IE",
"BE",
"NL",
"JP",
"DE",
"FR",
"IT",
"ES",
"PL",
"SE"
],
"type": "string"
},
"language": {
"enum": [
"en",
"nl",
"ja",
"de",
"fr",
"it",
"es",
"pl",
"sv"
],
"type": "string",
"default": "en"
},
"machineId": {
"type": "string",
"pattern": "^[a-z0-9-]+$",
"maxLength": 100
}
},
"additionalProperties": false
}{
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}calculate_laser_setup
Add a user-supplied machine quote and explicitly selected accessory costs in one currency. Include all eight checklist entries; use null for an unknown cost, not an assumed zero.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"currency",
"machinePrice",
"accessories"
],
"properties": {
"currency": {
"enum": [
"USD",
"EUR",
"GBP",
"CAD",
"AUD",
"JPY",
"PLN",
"SEK"
],
"type": "string",
"description": "All input money amounts must already be in this currency; no conversion."
},
"machineId": {
"type": "string",
"pattern": "^[a-z0-9-]+$",
"maxLength": 100
},
"accessories": {
"type": "array",
"items": {
"type": "object",
"required": [
"id",
"included",
"cost"
],
"properties": {
"id": {
"enum": [
"extraction",
"airAssist",
"rotary",
"fireSafety",
"materials",
"software",
"shipping",
"other"
],
"type": "string"
},
"cost": {
"anyOf": [
{
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
{
"type": "null"
}
]
},
"included": {
"type": "boolean"
}
},
"additionalProperties": false
},
"maxItems": 8,
"minItems": 8
},
"machinePrice": {
"type": "number",
"maximum": 1000000000,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost.",
"exclusiveMinimum": 0
}
},
"additionalProperties": false
}{
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}calculate_maker_price
Calculate a starting selling price from explicit per-item costs, machine/hands-on minutes, hourly costs, user-supplied fees and a profit buffer. No fee lookup or currency conversion.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"currency",
"material",
"packaging",
"other",
"machineMinutes",
"runningCost",
"labourMinutes",
"hourlyPay",
"feePercent",
"feeFixed",
"bufferPercent"
],
"properties": {
"other": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"currency": {
"enum": [
"USD",
"EUR",
"GBP",
"CAD",
"AUD",
"JPY",
"PLN",
"SEK"
],
"type": "string",
"description": "All input money amounts must already be in this currency; no conversion."
},
"feeFixed": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"material": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"hourlyPay": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"packaging": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"feePercent": {
"type": "number",
"maximum": 95,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"runningCost": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"bufferPercent": {
"type": "number",
"maximum": 95,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"labourMinutes": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Minutes per item, explicitly provided by the user."
},
"machineMinutes": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Minutes per item, explicitly provided by the user."
}
},
"additionalProperties": false
}{
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}calculate_etsy_payback
Calculate profit, break-even sales/months and capacity from explicit user inputs. No tax or wage deduction; no predicted sales or prefilled Etsy fees.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"currency",
"investment",
"price",
"material",
"packaging",
"otherCost",
"feePercent",
"feeFixed",
"machineMinutes",
"runningCost",
"labourMinutes",
"perMonth",
"machineHours"
],
"properties": {
"price": {
"type": "number",
"maximum": 1000000000,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost.",
"exclusiveMinimum": 0
},
"currency": {
"enum": [
"USD",
"EUR",
"GBP",
"CAD",
"AUD",
"JPY",
"PLN",
"SEK"
],
"type": "string",
"description": "All input money amounts must already be in this currency; no conversion."
},
"feeFixed": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"material": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"perMonth": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "User sales assumption; zero means months cannot be estimated."
},
"otherCost": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"packaging": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"feePercent": {
"type": "number",
"maximum": 100,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"investment": {
"type": "number",
"maximum": 1000000000,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost.",
"exclusiveMinimum": 0
},
"runningCost": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Explicit user-provided non-negative amount. Use zero only when the user confirms no cost."
},
"machineHours": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Available machine hours per month; zero means capacity is unknown."
},
"labourMinutes": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Minutes per item, explicitly provided by the user."
},
"machineMinutes": {
"type": "number",
"maximum": 1000000000,
"minimum": 0,
"description": "Minutes per item, explicitly provided by the user."
}
},
"additionalProperties": false
}{
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}find_laser_material
Return the existing cautious source-level laser/material/task guidance and sources. Unknown material means stop. This is not certification of safety or exact machine compatibility.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"material",
"task"
],
"properties": {
"task": {
"enum": [
"cut",
"mark"
],
"type": "string"
},
"material": {
"enum": [
"wood",
"leather",
"dark-acrylic",
"clear-acrylic",
"coated-metal",
"bare-metal",
"paper",
"unknown"
],
"type": "string"
}
},
"additionalProperties": false
}{
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}Prompts
Not advertised
Resources
Not advertised
30-day availability
Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.
- Successful checks
- 1 of 1 (100%)
- Average latency
- 275 ms
- 95th percentile latency
- 275 ms
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · probe · passed · 275 ms · metadata changed · 7 tool(s)
Connect from your client
Each snippet registers the same endpoint; pick the client you use.
Claude Code
claude mcp add --transport http maker-machines-atlas-mcp https://makermachinesatlas.com/mcpCodex
codex mcp add maker-machines-atlas-mcp --url https://makermachinesatlas.com/mcpCursor
{
"mcpServers": {
"maker-machines-atlas-mcp": {
"url": "https://makermachinesatlas.com/mcp"
}
}
}Cline
{
"mcpServers": {
"maker-machines-atlas-mcp": {
"type": "streamableHttp",
"url": "https://makermachinesatlas.com/mcp",
"disabled": false
}
}
}VS Code
{
"servers": {
"maker-machines-atlas-mcp": {
"type": "http",
"url": "https://makermachinesatlas.com/mcp"
}
}
}Gemini CLI
gemini mcp add --transport http maker-machines-atlas-mcp https://makermachinesatlas.com/mcpClaude Desktop
{
"mcpServers": {
"maker-machines-atlas-mcp": {
"url": "https://makermachinesatlas.com/mcp"
}
}
}Windsurf
{
"mcpServers": {
"maker-machines-atlas-mcp": {
"serverUrl": "https://makermachinesatlas.com/mcp"
}
}
}Let your agent find its tools
Find servers like Maker Machines Atlas MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.