inspector vs aws-finops-mcp-server
Side-by-side comparison to help you pick between these two MCP servers.
inspector by MCPJam | aws-finops-mcp-server by ravikiranvm | |
|---|---|---|
| Stars | ★ 1,944 | ★ 176 |
| 30d uses | — | — |
| Score | 56 | 45 |
| Official | — | — |
| Categories | Developer ToolsAI / LLM ToolsMonitoring | FinanceCloud StorageMonitoring |
| Language | TypeScript | Python |
| Last commit | this month | 11 mo ago |
inspector · Summary
MCPJam is a comprehensive development platform for debugging, inspecting, and evaluating MCP servers and apps.
aws-finops-mcp-server · Summary
AWS FinOps MCP server for analyzing cloud costs and detecting waste through natural language queries.
inspector · Use cases
- Debugging MCP servers with full trace visibility into tool calls and context
- Evaluating MCP servers across multiple LLMs to catch regressions early
- Testing OAuth flows and server capabilities programmatically via CLI and SDK
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
inspector · Install
Quick Start
Hosted Web App: Open [app.mcpjam.com](https://app.mcpjam.com) in your browser. No install needed.
Desktop App: Download the installer for your OS:
- [Mac](https://github.com/MCPJam/inspector/releases/latest/download/MCPJam.Inspector.dmg)
- [Windows](https://github.com/MCPJam/inspector/releases/latest/download/MCPJam-Inspector-Setup.exe)
Terminal:
npx @mcpjam/inspector@latestAfter it starts, open the printed localhost URL in your browser.
Docker:
docker run -p 127.0.0.1:6274:6274 mcpjam/mcp-inspectorThe app is available at http://127.0.0.1:6274.
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": []
}
}
}