WIA360: AI session probe and match MCP Server

Install WIA360: AI session probe and match MCP server

claude mcp add --transport http wia360 https://wia360-mcp.wiaacademy.com/mcp

{
  "mcpServers": {
    "wia360": {
      "url": "https://wia360-mcp.wiaacademy.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "wia360": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://wia360-mcp.wiaacademy.com/mcp"
      ]
    }
  }
}

{
  "servers": {
    "wia360": {
      "type": "http",
      "url": "https://wia360-mcp.wiaacademy.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "wia360": {
      "serverUrl": "https://wia360-mcp.wiaacademy.com/mcp"
    }
  }
}

Context tax

Connecting this server adds ~1,016 tokens of tool definitions to every model turn (moderate, 3 tools). Measured 2026-10-19 via its hosted endpoint; o200k tokenizer, worst case for clients that load all tools up front. How we measure

Input prices as of 2026-10-06. Excludes your own prompt and output.

Tools (3)

• run_probe350 tok

  Get the next WIA360 session-probe mission for a given session_ref (auto-generate a new random session_ref string yourself the first time you call this for a session, then reuse it for every subsequent run_probe/score_session/get_match call in that same run). Missions arrive in random order and already exclude probes already finalized for this session_ref. Returns {done:true} when all 6 are finished. IMPORTANT — deliver wrapped_mission verbatim to the target AI session you are evaluating (paste it as a normal task, not as a quoted "here is a test" framing) and bring its raw reply back for score

• score_session337 tok

  Submit the target AI session's raw reply text to a probe mission (from run_probe) for rule-based scoring. If the verdict is "invalid" or "omitted_pending", call run_probe again with the SAME session_ref to get a fresh variant of the same probe and retry once (pass the returned attempt_id back as retry_of) — after a second failure just move on, it is recorded as-is. IMPORTANT — lang must match the lang that was passed to the run_probe call that produced this mission; scoring uses a language-specific keyword dictionary and silently misfires if lang doesn't match how the mission was worded.

• get_match327 tok

  Compute the compatibility match between a human WIA360 KYEOL profile and the AI session profile built up via score_session calls under the same session_ref. Human axis values come from the human's WIA360 Quick or full assessment result (initiative/verification/pivot/adventure raw scores). Without paid=true, only matched_axis_count/available_axis_count are returned (free teaser) — pass paid=true only when the human has an active paid WIA360 profile, to reveal score/grade/heatmap/priming prompts.

Security signals

100/100 — no known issues found as of 2026-10-19, from the checks below. This is not a guarantee of safety; review what a server can do before connecting it.

Scan it yourself before installing with vectra-guard, the open-source agent security CLI. Scoring rules

Freshness

Active — last maintenance signal 2d ago. The newest of the signals below sets the band.

1. Last commit (default branch)

   no data · GitHub

2. Latest release

   no data · GitHub

3. Package published

   no data · npm/PyPI

4. Registry entry updated

   2026-10-17 · 2d ago · official registry · v1.0.0