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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Machine Schema

By machineschema.com Verified namespace

Cited specs for industrial robots, CNC machines, PLCs, drives, protocols and alarm codes.

Website
Connect to Machine Schema
Checks passed
12 / 22

2 failed · 8 not measured

Median response
132 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
10

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 132 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name machineschema.

  • Pass
    Lists tools

    tools/list returned 10 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 132 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 132 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    13 of 28 parameters have a description (46%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-01T18:58:45.87442Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Machine Schema

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http machine-schema https://machineschema.com/mcp

Capabilities

Tools 10

calculate_metric

Evaluate a formula entry, such as OEE, with your inputs. Get the variable symbols from get_entry first.

Discovered
check_limits

Check planned payload, reach, TCP speed, repeatability, ambient temperature or IP rating against a robot's published limits. Returns pass/fail/unknown per check with the limit and its sources. Call this before generating code that moves real hardware. Requires an API key.

Discovered
compare

Align 2 to 5 entries of the same type into one table of numeric spec values with units, plus each entry's verification status and sources. Requires an API key.

Discovered
find_hardware

Find hardware matching numeric limits, manufacturer, controller and supported protocols, e.g. cobots with payload >= 10 kg that speak PROFINET.

Discovered
get_entry

Return the full structured record for one id: typed spec values, sources and verification status.

Discovered
get_related

List entries connected to an id, in both directions: a robot's manufacturer, controllers and protocols, a controller's robots and alarm codes, or a base model's variants.

Discovered
get_schema

Return the JSON Schema every entry of a type conforms to. Use it to validate generated configs or to build a submission.

Discovered
list_facets

Valid values, with counts, for find_hardware filters: categories, manufacturers, controllers and protocols.

Discovered
lookup_alarm

Find what a controller alarm or error code means and what to check. Accepts a full code (SRVO-062) or a prefix, optionally limited to one controller id.

Discovered
search_entries

Full-text search across hardware, controllers, protocols, standards, alarm codes, terms and manufacturers. Returns ids to pass to get_entry.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected132 ms10

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