# Finance

> Use this tool when you need to conduct in-depth financial research on stocks, funds, and other instruments, and require a comprehensive platform that integrates web search, web scraping, and financial data APIs to gather evidence and generate structured reports. It solves problems related to financial data analysis, portfolio management, and investment decision-making by providing a composable workflow that compresses multi-step research into actionable insights. Ideal for use cases involving Chinese A-share market data, stock analysis, and fund research, where specialized tools and APIs are necessary for accurate and efficient analysis.

Canonical page: https://skillsregistry.net/skills/flowllm-ai-finance  
JSON: https://api.skillsregistry.net/v1/skills/flowllm-ai-finance

## Description

Provides financial research capabilities through composable agent workflows built on the FlowLLM framework. Integrates web search (Dashscope, Tavily), Crawl4AI web scraping, and Tushare financial data APIs to enable deep research on stocks, funds, and other financial instruments. Features ReAct-style agents that iteratively gather evidence through tool calls, extract security codes from natural language queries, and compress multi-step research into structured reports. Includes specialized tools for Chinese A-share market data through TongHuaShun integration.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/flowllm-ai-finance)
- **Repository:** <https://github.com/flowllm-ai/finance-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "flowllm-ai-finance"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/flowllm-ai-finance` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/flowllm-ai-finance/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt