mcp-registry/io.github.juh5ng/korea-stock-research-mcp · v1.1.0
Also listed as glama/juh5ng/k-data-mcp, mcp-registry/io.github.juh5ng/k-data-mcp
As of 2026-10-17 11:39 UTC, the Juh5ng Korea Stock Research MCP server is up with a Glimind reliability score of 96/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Korean equity research, analyst revisions, kimchi premium and news via x402.
Claude Code
claude mcp add --transport http juh5ng-korea-stock-research-mcp-server https://k-data-x402-production.theblack1022.workers.dev/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"juh5ng-korea-stock-research-mcp-server": {
"type": "http",
"url": "https://k-data-x402-production.theblack1022.workers.dev/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
16 of 16 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones.
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably.
In the last 30 days: 0 tool(s) removed and 1 schema change(s).
Add new tools or optional parameters instead of renaming or removing; deprecate first (say so in the description) and remove later. Agents cache tool contracts.
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.juh5ng%2Fkorea-stock-research-mcp/fixes
{
"name": "kimchi_premium_stats",
"description": "Where the current kimchi premium sits inside its own recent distribution: percentile, mean, stdev, z-score, min/max/median, and a plain-language read. Answers 'is this premium unusual right now?' in one call. Built from the recorded archive; inspect actual dates and freshness with the free coverage endpoint. Params: ?symbol=BTC &window=1h|6h|24h|7d|30d|90d &basis=usdt|official. Costs $0.12 in USDC per call, settled via x402.",
"inputSchema": {
"type": "object",
"properties": {
"basis": {
"enum": [
"usdt",
"official"
],
"type": "string",
"description": "Which premium basis to analyse (default usdt)"
},
"symbol": {
"type": "string",
"description": "Archived tickers: BTC, ETH, XRP, SOL, DOGE, USDT"
},
"window": {
"enum": [
"1h",
"6h",
"24h",
"7d",
"30d",
"90d"
],
"type": "string",
"description": "Lookback window (default 24h)"
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "preview_kimchi_premium",
"description": "Free live BTC-only sample of the dual-basis kimchi premium. Use the paid endpoint for up to 10 symbols.",
"inputSchema": {
"type": "object",
"properties": {},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "preview_premium_coverage",
"description": "Free archive coverage and freshness for each recorded coin. Check sample count, first and latest timestamps, and stale flag before buying premium statistics or history.",
"inputSchema": {
"type": "object",
"properties": {},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.juh5ng/korea-stock-research-mcp"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.juh5ng/korea-stock-research-mcp"}) over MCP.
kimchi_premium_history ~265 tokenskimchi_premium_stats ~243 tokensresearch_consensus_ticker ~219 tokensnews_headlines_en ~181 tokenskimchi_premium ~171 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.juh5ng%2Fkorea-stock-research-mcp?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.juh5ng%2Fkorea-stock-research-mcp?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.juh5ng%2Fkorea-stock-research-mcp.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.juh5ng%2Fkorea-stock-research-mcp.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.juh5ng%2Fkorea-stock-research-mcp?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:03b3c50bf02288b7…, first seen 2026-10-17, included at leaf 3095 of 17,500. Version history · verify what your client received.
Compare: most reliable finance servers · most reliable news servers · most reliable knowledge servers · most reliable data servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-17 11:39 UTC, the Juh5ng Korea Stock Research MCP server is up with a Glimind reliability score of 96/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Juh5ng Korea Stock Research MCP server advertises 16 tools, including crypto_krw_markets, crypto_krw_ticker, fx_usdkrw, kimchi_premium, kimchi_premium_history.
Point your MCP client at this streamable-http endpoint: https://k-data-x402-production.theblack1022.workers.dev/mcp
Glimind scanned all 16 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.