{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "shy3130-tick-stock-panel--connect-an-ai-client-to-tsp-over-mcp",
 "repo": "shy3130/tick-stock-panel",
 "repo_url": "https://github.com/shy3130/tick-stock-panel",
 "repo_slug": "shy3130-tick-stock-panel",
 "title": "Connect an AI client to your quant workbench over MCP",
 "page_title": "How to connect an AI client to your quant workbench over MCP with Tick Stock Panel",
 "summary": "Expose the workbench's data and tools to an AI client through its MCP server and scoped API tokens.",
 "who": "A developer who wants Claude, Codex or another MCP client to query their local quant data.",
 "problem": "Building bots on top of a dashboard usually means scraping pages.",
 "outcome": "An AI client calling 12 MCP tools on your local workbench, limited by the token scope you choose.",
 "steps": [
  "Run the workbench and create an API token with the narrowest scope you need",
  "Set up the bundled mcp-server, which runs over stdio",
  "Add it to your MCP client config",
  "Ask the client a data question and check the tool calls it made"
 ],
 "agent_prompt": "Connect shy3130/tick-stock-panel's mcp-server to <MCP client> with a read only token, list the available tools, and answer <data question>. Show me which tools were called.",
 "agents": [
  "any"
 ],
 "difficulty": "Advanced",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "By default the token gateway only accepts local or LAN traffic, so keep it that way unless you know why to open it. Not financial advice: paper trade first, and remember you can lose money.",
 "category": "Money",
 "tags": [
  "Money"
 ],
 "lang": "python",
 "requirements": [
  "Docker (one container, no external database)",
  "Optional: a TickFlow API key or another plugged in data source",
  "Optional: an OpenAI compatible LLM endpoint for strategy generation and the chat assistant"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "API tokens grant access to your workbench, so give each client the lowest scope and keep the gateway local only."
  }
 ],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/shy3130-tick-stock-panel/connect-an-ai-client-to-tsp-over-mcp/",
 "md": "https://dedupedai.com/use-cases/shy3130-tick-stock-panel/connect-an-ai-client-to-tsp-over-mcp/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/shy3130-tick-stock-panel--connect-an-ai-client-to-tsp-over-mcp.json",
 "api_version": "v1"
}