mcp-registry/io.github.koreal6803/finlab-ai · v1.0.0
As of 2026-10-22 10:34 UTC, the Koreal6803 Finlab Ai MCP server is up with a Glimind reliability score of 91/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 7 minutes.
Quantitative trading toolkit with 900+ data columns, backtesting, and 60+ strategy examples.
Claude Code
claude mcp add --transport http koreal6803-finlab-ai-mcp-server https://mcp.finlab.finance/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"koreal6803-finlab-ai-mcp-server": {
"type": "http",
"url": "https://mcp.finlab.finance/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
6 of 6 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. How to fix →
Handshake + tools/list takes ~2,157 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
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. How to fix →
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.koreal6803%2Ffinlab-ai/fixes
{
"name": "get_data_catalog",
"description": "取得 FinLab 量化資料庫的目錄摘要:涵蓋台股與美股的分類數、欄位數、資料列數、年份範圍,以及代表性資料集(股價、月營收、財務指標等)。適合回答「FinLab 有哪些資料」。",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {}
},
"annotations": {
"readOnlyHint": true
},
"title": "FinLab 資料庫目錄摘要"
}{
"name": "get_finlab_docs",
"description": "取得 FinLab Skill 的開發文件(與 GitHub koreal6803/finlab-ai main 分支同步,skill 更新後自動生效):不帶參數回傳 SKILL.md 主文件與參考文件清單;帶 doc 參數回傳指定參考文件全文。涵蓋 900+ 資料欄位、sim() 回測 API、60+ 策略範例、因子分析與機器學習等,撰寫 finlab Python 程式前建議先查閱。",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"doc": {
"type": "string",
"description": "參考文件檔名,例如 \"dataframe-reference.md\"。省略時回傳 SKILL.md 與文件清單。"
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
},
"title": "FinLab Skill 開發文件"
}{
"name": "get_stock_evidence",
"description": "查詢台股個股的每日更新數據實證:基本面體質定位(獲利、估值、籌碼因子百分位)、目前正在觸發的量化訊號與其歷史前瞻報酬統計、估值位階等。例如 symbol=\"2330\" 查台積電。資料來自 FinLab 每日以 finlab 套件計算的真實數據。",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"symbol"
],
"properties": {
"market": {
"enum": [
"tw",
"us"
],
"type": "string",
"description": "市場,預設 \"tw\" 台股;\"us\" 為美股(覆蓋率較低)。"
},
"symbol": {
"type": "string",
"description": "台股股票代號字串,例如 \"2330\"(台積電)、\"0050\"、\"00631L\"。保留前導零,不要轉成數字。"
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
},
"title": "查個股數據實證"
}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.koreal6803/finlab-ai"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.koreal6803/finlab-ai"}) over MCP.
get_stock_evidence ~145 tokensget_finlab_docs ~130 tokensget_strategy ~100 tokenshow_to_start ~72 tokenslist_strategies ~69 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.koreal6803%2Ffinlab-ai?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.koreal6803%2Ffinlab-ai?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.koreal6803%2Ffinlab-ai.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.koreal6803%2Ffinlab-ai.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.koreal6803%2Ffinlab-ai?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:b60daab669846b10…, first seen 2026-10-17, included at leaf 247 of 45,439. Version history · verify what your client received.
Compare: most reliable data servers · most reliable knowledge 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 2026-10-22 10:34 UTC, the Koreal6803 Finlab Ai MCP server is up with a Glimind reliability score of 91/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 3 outages in 90 days, with a median recovery of 7 minutes.
Koreal6803 Finlab Ai MCP server advertises 6 tools, including get_data_catalog, get_finlab_docs, get_stock_evidence, get_strategy, how_to_start.
Point your MCP client at this streamable-http endpoint: https://mcp.finlab.finance/mcp
Glimind scanned all 6 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.