io.github.juh5ng/korea-stock-research-mcp
K-Data — Korean Sell-Side Research & Market Data
io.github.juh5ng/korea-stock-research-mcp costs 2 041 tokens of context per session. It has 16 tool definitions. That is 1.0 % of a 200k window. Measured 2026-10-03.
Korean equity research, analyst revisions, kimchi premium and news via x402.
alive probed 2026-10-03 · HTTP 200
16tools
2.0ktokens for the tool definitions
1.0 %of a 200k context window
821 msto initialize
515 msto list tools
- Endpoint
- https://k-data-x402-production.theblack1022.workers.dev/mcp (streamable-http)
- Host
- k-data-x402-production.theblack1022.workers.dev
- Protocol
- 2025-06-18
- Reports itself as
- K-Data x402 1.1.0
- Capabilities
- tools
- Instructions
- 615 characters
- Repository
- https://github.com/juh5ng/k-data-mcp
- Website
- https://k-data-x402-production.theblack1022.workers.dev
- Registry
- active, updated 2026-09-06 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| kimchi_premium_history | 250 | 12 % |
| kimchi_premium_stats | 234 | 11 % |
| research_consensus_ticker | 196 | 10 % |
| news_headlines_en | 157 | 8 % |
| kimchi_premium | 156 | 8 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:38 | alive | 821 ms | 16 | 2.0k |
| 2026-10-03 17:53 | alive | 227 ms | 16 | 2.0k |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.juh5ng/korea-stock-research-mcp)