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WIA360: AI session probe and match

R0· no sign-in

Probe an AI session with WIA360 missions and match it to a human WIA360 KYEOL profile.

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality89new
Trust83of 100
Uptime, 30 days100%
Latency p50653 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "wia360": {
      "type": "http",
      "url": "https://wia360-mcp.wiaacademy.com/mcp"
    }
  }
}
claude mcp add --transport http wia360 https://wia360-mcp.wiaacademy.com/mcp
[mcp_servers.wia360]
url = "https://wia360-mcp.wiaacademy.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "wia360": {
      "type": "remote",
      "url": "https://wia360-mcp.wiaacademy.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "wia360": {
      "type": "http",
      "url": "https://wia360-mcp.wiaacademy.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=wia360&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vd2lhMzYwLW1jcC53aWFhY2FkZW15LmNvbS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "wia360": {
      "type": "http",
      "url": "https://wia360-mcp.wiaacademy.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "wia360": {
      "httpUrl": "https://wia360-mcp.wiaacademy.com/mcp"
    }
  }
}
extensions:
  "wia360":
    enabled: true
    name: "wia360"
    type: streamable_http
    uri: "https://wia360-mcp.wiaacademy.com/mcp"
    timeout: 300

Quality 89 / 100new

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations3 of 3 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 1,147 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool history recorded for 3 of the 7 days needed
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

3 tools, about 1,147 tokens to load them all · tool set b94daf1a5faf · tools last changed 2026-10-17 · checked 2026-10-20 18:38 UTC

Tool changes

  • get_matchchangedannotations
  • score_sessionchangedannotations
  • run_probechangedannotations

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-3d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://wia360-mcp.wiaacademy.com/mcp streamable-httpnoneyes100%653 ms2025-11-252026-10-20

Tools (3)

get_matchread-onlyCompute 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.
run_probeGet 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_session. Some probes (P4) are two-turn: send wrapped_mission first, wait for the reply, then send turn2_wrapped_mission and use ONLY that second reply for scoring. Pick lang based on the language the target AI session actually converses in — not your own output language for this tool call — since the mission text and score_session scoring keys must match.
score_sessionSubmit 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.wiaacademy/wia360",
  "title": "WIA360: AI session probe and match",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://wia360-mcp.wiaacademy.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://wia360.wiaacademy.com",
  "description": "Probe an AI session with WIA360 missions and match it to a human WIA360 KYEOL profile."
}