aws-finops-mcp-server vs akshare-one-mcp

Side-by-side comparison to help you pick between these two MCP servers.

	aws-finops-mcp-server by ravikiranvm	akshare-one-mcp by zwldarren
Stars	★ 176	★ 172
30d uses	—	13,664
Score	45	75
Official	—	—
Categories	FinanceCloud StorageMonitoring	FinanceDeveloper ToolsWeb Scraping
Language	Python	Python
Last commit	11 mo ago	2 mo ago

aws-finops-mcp-server · Summary

AWS FinOps MCP server for analyzing cloud costs and detecting waste through natural language queries.

akshare-one-mcp · Summary

MCP server providing comprehensive Chinese stock market data through akshare-one API.

aws-finops-mcp-server · Use cases

An AWS cost and usage analysis across multiple time ranges and profiles
Running FinOps audits to identify unused or underutilized resources
Comparing costs between different environments or projects

akshare-one-mcp · Use cases

Financial analysts retrieving Chinese stock data for research
Algorithmic trading systems accessing real-time market information
Investment applications providing market data to users

aws-finops-mcp-server · Install

Installation Options

**Option 1: Using pipx (Recommended)**

pipx install aws-finops-mcp-server

**Option 2: Using uv**

uv venv && source .venv/bin/activate
uv pip install aws-finops-mcp-server

**Option 3: From Source**

git clone https://github.com/ravikiranvm/aws-finops-mcp-server.git
cd aws-finops-mcp-server
python -m venv .venv && source .venv/bin/activate
pip install -e .

Claude Desktop Configuration

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "aws_finops": {
      "command": "aws-finops-mcp-server",
      "args": []
    }
  }
}

akshare-one-mcp · Install

Installation

Via Smithery (Recommended)

npx -y @smithery/cli install @zwldarren/akshare-one-mcp --client claude

Via uv

Install uv if you haven't already
Add this to your Claude Desktop config:

{
  "mcpServers": {
    "akshare-one-mcp": {
      "command": "uvx",
      "args": ["akshare-one-mcp"]
    }
  }
}

Local Development

Clone: git clone https://github.com/zwldarren/akshare-one-mcp.git
Install deps: uv sync
Add to Claude config with uv run akshare-one-mcp in the command

Comparison generated from public README + GitHub signals. Last updated automatically.