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Wai

Draw an energy / infrastructure site

wai_draw_site
Read-only

Wai draws an indicative site layout from a plain request and returns its key numbers, a quantities table, screening checks and a link to view the plan (2D, 3D, facades). Understands: solar PV farm (MWp or ha), substation (kV, MVA), data center campus (MW IT), overhead transmission line (kV, km), underground cable, gas/water pipeline (km, DN), wind / BESS / hybrid plant, green hydrogen plant (electrolyser MW), thermal / combined-cycle plant. Returns an electrical & mechanical bill of quantities (each row with how it was counted), example products from the makers, a recommended ground investigation (boreholes, pile tests, resistivity, Vs30; with lat / lng also a SoilGrids ground screening), official market figures when a country is named, and a PDF report link. Example: "154/33 kV substation 2x50 MVA", "20 MW solar farm with trackers". DWG / DXF / IFC / Revit files are downloaded in Wai. Use this tool whenever the user asks to make / design / lay out a plant or project, and show the returned plan as the project's technical design (not images of other projects from the web). Answer with the returned numbers, not an estimate made before the call.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "request": "<request>"
    },
    "name": "wai_draw_site"
  }
}

Input Schema

NameRequiredDescriptionDefault
latNooptional site latitude: adds a ground screening (ISRIC SoilGrids)
lngNooptional site longitude
requestYeswhat to draw, with sizes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, openWorldHint and destructiveHint=false, and the description adds real context beyond them: what the response contains (numbers, BoQ rows with counting method, screening checks, official market figures, PDF link) and the notable constraint that DWG/DXF/IFC/Revit files are downloaded in Wai rather than returned here. It still says nothing about latency, cost, or failure behavior on ambiguous requests.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Purpose and the domain list are front-loaded, and most sentences carry information an agent needs. However, it is a dense, over-stuffed block that repeats the return-contents list (quantities table, screening checks, link) across two sentences, and the asset taxonomy plus return inventory could be more scannably structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description carries return-value explanation and does so thoroughly, alongside input examples and usage rules. Remaining gaps are minor — no guidance on ambiguous or unsupported requests, and no note on what the returned numbers' units or precision look like.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3; the description earns above that by explaining that lat/lng trigger an ISRIC SoilGrids ground screening and by giving concrete request formats ('154/33 kV substation 2x50 MVA', '20 MW solar farm with trackers'). This tells the agent how to phrase the free-text parameter far better than 'what to draw, with sizes' does.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('draws an indicative site layout from a plain request') and immediately enumerates the asset classes it covers, which cleanly separates it from siblings like wai_design_building and wai_design_house. An agent can classify a request as in-scope without opening the schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives an explicit trigger ('whenever the user asks to make / design / lay out a plant or project') and a negative rule (don't substitute web images of other projects, answer with returned numbers rather than a pre-call estimate). It does not name specific alternative siblings for adjacent cases, so it stops short of a full when-not/alternative map.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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