sema.run WebMCP audit

audited Aug 28, 2026in 5s
72/ 100

17 tools registered. Strongest in WebMCP use, weakest in human experience.

WebMCP use96
Usefulness79
Human experience0
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Tools

/
read_editor: warning

read_editor

Read Sema source from the playground editor. Use this before editing or running unfamiliar code.Answers a question. Declared read only.
pagehttps://sema.run/
implementation
viaimperative
entry pointdocument
registered after503ms
executepresent
api surface
offsetoptional
limitoptional
annotations
read onlytrue
destructivenot declared
idempotentnot declared
open worldnot declared
untrusted contenttrue
titlenot declared
2 findings
warningSchema quality
3.1 / 4
4 of 17 tool schemas are harder for an agent to use than they need to be: read_editor declares no required list, so an agent cannot tell which parameters are mandatory.
read_editor: declares no required list, so an agent cannot tell which parameters are mandatory; read_output: declares no required list, so an agent cannot tell which parameters are mandatory; find_exa
fix
{
  name: "read_editor",
  inputSchema: {
    type: "object",
    properties: {
      query: { type: "string", description: "What to search for" }
    },
    required: ["query"]
  }
}
warningHuman parity
0 / 8
17 of 17 tools run through the JavaScript API with no visible counterpart, so the person co-browsing cannot see what the agent is offered. Declarative forms (or at least a title annotation) close the gap.
read_editor, write_editor, format_editor, run_editor, stop_run
fix
<!-- Give the tool a visible counterpart: a declarative form is one the person can see and use too. -->
<form toolname="read_editor" tooldescription="...">
  <!-- the same action, as UI -->
</form>
tool json
{
  "name": "read_editor",
  "description": "Read Sema source from the playground editor. Use this before editing or running unfamiliar code.",
  "inputSchema": {
    "type": "object",
    "properties": {
      "offset": {
        "type": "integer",
        "minimum": 0,
        "default": 0,
        "description": "Zero-based character offset at which to start reading."
      },
      "limit": {
        "type": "integer",
        "minimum": 1,
        "maximum": 12000,
        "default": 1500,
        "description": "Maximum number of characters to return."
      }
    },
    "additionalProperties": false
  },
  "annotations": {
    "readOnlyHint": true,
    "untrustedContentHint": true
  }
}
Showing read_editor

Findings

WebMCP use

96 / 100 · weight 50
passTools registered
4 / 4
17 tools registered across 1 page.
passReal-browser eligible
8 / 8
A real browser exposes modelContext natively on this page, so the tools registered here are visible to an agent today.
passRegistration timing
4 / 4
Every measured tool registered within 503.0750000476837ms of navigation.
toolget_debug_state
passCanonical entry point
4 / 4
All 17 tools register on the canonical document.modelContext entry point.
passSchema validity
5 / 5
All 17 tools declare a structurally valid object input schema.
warningSchema quality
3.1 / 4
4 of 17 tool schemas are harder for an agent to use than they need to be: read_editor declares no required list, so an agent cannot tell which parameters are mandatory.
toolread_editor
read_editor: declares no required list, so an agent cannot tell which parameters are mandatory; read_output: declares no required list, so an agent cannot tell which parameters are mandatory; find_exa
fix
{
  name: "read_editor",
  inputSchema: {
    type: "object",
    properties: {
      query: { type: "string", description: "What to search for" }
    },
    required: ["query"]
  }
}
passStub detection
5 / 5
All 17 tools declare an execute handler.
passAnnotations present
4 / 4
All 17 tools declare a readOnlyHint, so an agent knows which calls change state.
passAnnotation mismatch
3 / 3
No tool claims to be read-only while its name says it writes (17 declared hints checked).
not applicableUntrusted content hint
0 / 2
No tool's contract suggests it returns text written by somebody other than the site, so there is nothing to flag as untrusted.
passRegistration errors
2 / 2
No tool registration threw during the capture.
warningToolchange coherence
1 / 2
17 tools were registered but the page never dispatched a toolchange event, so an agent subscribed to registry updates never learns they exist.
fix
document.modelContext.dispatchEvent(new Event("toolchange"));
not applicableInjection surface
0 / 3
The injection-surface model hop returned no usable result, so tool contracts were not reviewed for injection surface.

Usefulness

79 / 100 · weight 30
warningNaming quality
1.6 / 2
Tool naming makes selection harder than it needs to be: 7 names do not start with a verb (format_editor).
toolformat_editor
fix
{ name: "format_editor" /* short, unique, verb-based */ }
not applicableDescription quality
0 / 6
The description-quality model hop returned no usable result, so descriptions were not rated.
not applicableTool selection
0 / 14
The tool-selection model hop returned no usable result.
not applicableCoverage vs. site type
0 / 8
This tool set does not place the site in a category with a known expected tool shape, so there is no coverage baseline to score it against.

Human experience

0 / 100 · weight 20
warningHuman parity
0 / 8
17 of 17 tools run through the JavaScript API with no visible counterpart, so the person co-browsing cannot see what the agent is offered. Declarative forms (or at least a title annotation) close the gap.
toolread_editor
read_editor, write_editor, format_editor, run_editor, stop_run
fix
<!-- Give the tool a visible counterpart: a declarative form is one the person can see and use too. -->
<form toolname="read_editor" tooldescription="...">
  <!-- the same action, as UI -->
</form>
not applicablePage experience
0 / 12
The page-experience model hop returned no usable result, so the page was not graded.

Tool selection

The tool-selection model hop returned no usable result.
how this was captured
chrome
148.0.7778.96
capture shim
v1
spec snapshot
2026-08
mode
fast
pages
1
tools
17
run time
5s
finished
Aug 28, 2026