Bareun Korean NLP MCP · Bareun

Operational
Unclaimed — claim this pageother Streamable HTTP2025-06-18 API key expected
https://api.bareun.ai/mcp
Badge
100%
Availability · 30 days · 349 checks
545 ms
Latency (last observation)
rev 2
Contract
1days
Schema stable
0
Incidents · 30 days
Oct 24, 2026
Observed since

Availability — last 30 days

No failures Some failures Mostly failing Auth required No observations

Last observed 2 h ago by MCP Tools Edge Scanner · scheduled every 120 min

Server version changed Informational Oct 31, 2026 — 11:10 AM
Server reports version v3.3.0-834-gd1d020fccf (was v3.3.0-730-gbbf74c2d85).
Verifiedinitialize returned serverInfo.version v3.3.0-834-gd1d020fccf.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (4) Non-breaking Oct 31, 2026 — 11:10 AM
3 non-breaking changes. Optional parameter disable_bias_check was added at correct_grammar.inputSchema.
VerifiedOptional parameter disable_bias_check was added at correct_grammar.inputSchema.
InterpretationExisting calls are unaffected.
Raw event details
{
  "beforeRev": 1,
  "afterRev": 2,
  "changeCount": 4
}
View full diff Observed by MCP Tools Edge Scanner
Server version changed Informational Oct 29, 2026 — 3:10 AM
Server reports version v3.3.0-730-gbbf74c2d85 (was v3.3.0-545-g6743477c7c).
Verifiedinitialize returned serverInfo.version v3.3.0-730-gbbf74c2d85.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Authentication no longer required Non-breaking Oct 24, 2026 — 12:55 AM
The endpoint now accepts unauthenticated initialization.
Verifiedinitialize succeeded without credentials.
Observed by MCP Tools Edge Scanner
Baseline captured Oct 24, 2026 — 12:55 AM
6 tools, 3 resources, 0 prompts observed. Future observations will identify outages, recoveries, protocol changes, and contract drift from this state.
VerifiedCanonical contract hash sha256:123d6591e620959f… computed from the normalized capability inventory.
Raw event details
{
  "contractHash": "sha256:123d6591e620959ff6216702595489745dad81015a0581d92402a02fae34a7ad"
}
Observed by MCP Tools Edge Scanner
Baseline captured — authentication required Informational Aug 6, 2026 — 5:30 AM
Endpoint is reachable; initialization requires authentication. Passive observation records availability, latency, and protocol behavior only.
Verifiedinitialize returned HTTP 401.
InterpretationAuthenticated contract monitoring can be added later (OAuth support planned).
Raw event details
{
  "httpStatus": 401,
  "wwwAuthenticate": "Bearer resource_metadata=\"https://api.bareun.ai/.well-known/oauth-protected-resource\", error=\"invalid_token\"",
  "discovery": {
    "resource": "https://api.bareun.ai/mcp",
    "authorization_servers": [
      "https://api.bareun.ai"
    ],
    "scopes_supported": null
  }
}
Observed by MCP Tools Edge Scanner