SkoIA Parts

Resolve part problems, check compatibility and identify only the information still missing.

CommunityDegradedNo sign-inGlobalFreeRead-only

What it can do

    What data it sees

    Do you need an account

    No: the server works without sign-in

    Resolve part problems, check compatibility and identify only the information still missing.

    How to connect

    How to connect SkoIA Parts to Claude

    The server address to paste into Claude settings:

    https://parts.skoia.me/mcp

    1. Open Claude (claude.ai or the desktop app).
    2. Go to Settings → Connectors.
    3. Click Add custom connector.
    4. Paste the server address copied below into Remote MCP server URL and click Add.
    5. In a chat, click + → Connectors and switch the new connector on.

    Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

    Authorization

    After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

    How to connect SkoIA Parts to ChatGPT

    The server address to paste into ChatGPT settings:

    https://parts.skoia.me/mcp

    1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
    2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
    3. Open Settings → Connectors and click Create.
    4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
    5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
    6. In a new chat open + → Apps/Connectors and enable the connector.

    OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

    Authorization

    On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

    How to connect SkoIA Parts to Cursor

    The server address to paste into Cursor settings:

    https://parts.skoia.me/mcp

    Fastest: click Open in Cursor below and confirm the prompt.

    Manually:

    1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
    2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
    3. Save the file. The server appears in the MCP list; authorize it there if asked.

    Authorization

    If the service needs sign-in, an authorize button appears next to the server in the MCP list.

    Server tool list (15)

    Raw names from tools/list. Only developers need these.

    understand_physical_problemBuilds the canonical PhysicalProblem, Observation Graph and explicit unknown set from the supplied description.
    get_next_observationReturns the single highest-value missing observation without promoting hypotheses to facts.
    generate_hypothesesExplores candidate transformations from the same PhysicalProblem and labels every unverified candidate as HYPOTHESIS.
    search_candidatesSearches the verified local index for candidates; a candidate is never presented as an identified product without evidence.
    synthesize_physical_solutionRuns the canonical resolver and returns either a supported solution or the next required observation.
    verify_solutionChecks a proposed candidate independently against the canonical constraints and reports verification separately from generation.
    generate_artifactGenerates only LIVE deterministic formats after plan acceptance and verification; STEP remains unavailable.
    get_verified_commerce_optionsReturns discovery candidates separately from RevenueGuard-approved monetizable offers and enforces distribution rights per surface.
    search_partsSearches the verified local product and part-type index without inventing identities.
    resolve_problemRuns the deterministic problem-first resolver and returns the best supported next action or the minimum missing information.
    get_productReturns one canonical ProductTwin and its source-level provenance by stable identifier.
    get_compatibilityCompares two canonical ProductTwins. It reports direct compatibility only when their verified interface system matches.
    get_fit_guidanceCalculates deterministic manufacturing compensation and returns an explicit physical-test warning.
    list_generation_optionsLists only generator families implemented by the current deterministic core.
    get_offersDeprecated compatibility adapter. Returns provider discovery only; use get_verified_commerce_options for separated verified output.