SkoIA Parts is a remote MCP server that gives an AI agent 15 tools, among them generate_artifact, generate_hypotheses, get_compatibility. It answers at https://parts.skoia.me/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 11 September 2026; the last check, on 22 October 2026, succeeded.
Resolve part problems, check compatibility and identify only the information still missing.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
generate_artifact | Generates only LIVE deterministic formats after plan acceptance and verification; STEP remains unavailable. Inputs: solutionId, format, entitlement |
generate_hypotheses | Explores candidate transformations from the same PhysicalProblem and labels every unverified candidate as HYPOTHESIS. Inputs: description |
get_compatibility | Compares two canonical ProductTwins. It reports direct compatibility only when their verified interface system matches. Inputs: productA, productB |
get_fit_guidance | Calculates deterministic manufacturing compensation and returns an explicit physical-test warning. Inputs: nominalMm, fitType, measurementBasis, gender, material, process |
get_next_observation | Returns the single highest-value missing observation without promoting hypotheses to facts. Inputs: description |
get_offers | Deprecated compatibility adapter. Returns provider discovery only; use get_verified_commerce_options for separated verified output. Inputs: query, limit |
get_product | Returns one canonical ProductTwin and its source-level provenance by stable identifier. Inputs: id |
get_verified_commerce_options | Returns discovery candidates separately from RevenueGuard-approved monetizable offers and enforces distribution rights per surface. Inputs: query, limit, surface |
list_generation_options | Lists only generator families implemented by the current deterministic core. Inputs: intent |
resolve_problem | Runs the deterministic problem-first resolver and returns the best supported next action or the minimum missing information. Inputs: description, intent, productA, productB, relationship |
search_candidates | Searches the verified local index for candidates; a candidate is never presented as an identified product without evidence. Inputs: query, limit |
search_parts | Searches the verified local product and part-type index without inventing identities. Inputs: query, limit |
synthesize_physical_solution | Runs the canonical resolver and returns either a supported solution or the next required observation. Inputs: description |
understand_physical_problem | Builds the canonical PhysicalProblem, Observation Graph and explicit unknown set from the supplied description. Inputs: description |
verify_solution | Checks a proposed candidate independently against the canonical constraints and reports verification separately from generation. Inputs: description, candidate |
Every block below points at https://parts.skoia.me/mcp. Pick your client and copy.
claude mcp add --transport http skoia-parts https://parts.skoia.me/mcp
{
"mcpServers": {
"skoia-parts": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://parts.skoia.me/mcp"]
}
}
}{
"mcpServers": {
"skoia-parts": {
"url": "https://parts.skoia.me/mcp"
}
}
}{
"servers": {
"skoia-parts": {
"type": "http",
"url": "https://parts.skoia.me/mcp"
}
}
}{
"context_servers": {
"skoia-parts": {
"url": "https://parts.skoia.me/mcp"
}
}
}{
"mcpServers": {
"skoia-parts": {
"serverUrl": "https://parts.skoia.me/mcp"
}
}
}{
"mcpServers": {
"skoia-parts": {
"url": "https://parts.skoia.me/mcp"
}
}
}name: SkoIA Parts
version: 0.0.1
schema: v1
mcpServers:
- name: SkoIA Parts
type: streamable-http
url: https://parts.skoia.me/mcp{
"mcpServers": {
"skoia-parts": {
"httpUrl": "https://parts.skoia.me/mcp"
}
}
}{
"mcpServers": {
"skoia-parts": {
"type": "http",
"url": "https://parts.skoia.me/mcp"
}
}
}{
"mcpServers": {
"skoia-parts": {
"url": "https://parts.skoia.me/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fparts.skoia.me%2Fmcp&type=streamable_http&id=skoia-parts&name=SkoIA%20Parts
It answered our last check on 22 October 2026 in 294 ms. Over 6 checks since 11 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
15, as returned by the server's own tools/list on 15 September 2026: generate_artifact, generate_hypotheses, get_compatibility, get_fit_guidance, get_next_observation, get_offers, get_product, get_verified_commerce_options, and 7 more.
It answered our last check on 22 October 2026 in 294 ms. Over 6 checks since 11 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://parts.skoia.me/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.macacoengenhocas. Endpoint host: parts.skoia.me. ARD identifier: urn:air:io.github.macacoengenhocas:mcp:skoia-parts.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.