What is the key difference between Aicastle School Openai Api Agent Project and Incomeos?

Aicastle School Openai Api Agent Project belongs to the Finance & Fintech category with cloud HTTP/SSE execution, while Incomeos belongs to the Finance & Fintech category with local stdio execution.

How do I install Aicastle School Openai Api Agent Project or Incomeos in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Which MCP server has more tools and community activity?

Aicastle School Openai Api Agent Project lists 0 tools with 0 views and 11 GitHub stars. Incomeos lists 0 tools with 0 views and 0 GitHub stars.

Can I use both Aicastle School Openai Api Agent Project and Incomeos together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

How do I install Aicastle School Openai Api Agent Project or Incomeos in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Aicastle School Openai Api Agent Project and Incomeos free to use, or do they require API keys?

Aicastle School Openai Api Agent Project is listed under a Free / Open Source model with No auth required . Incomeos operates under a Free / Open Source model with No auth required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Aicastle School Openai Api Agent Project and Incomeos at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both aicastle-school-openai-api-agent-project and incomeos as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Aicastle School Openai Api Agent Project has a Quality Score of 37 /100 ( Fair ) with 0 views, 0 installs, and 11 GitHub stars. Incomeos holds a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Aicastle School Openai Api Agent Project vs Incomeos

Q: Are Aicastle School Openai Api Agent Project and Incomeos free or paid?

Aicastle School Openai Api Agent Project operates under a Free / Open Source model (No auth required). Incomeos operates under a Free / Open Source model (No auth required).

In-depth architectural comparison of the Aicastle School Openai Api Agent Project and Incomeos MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Aicastle School Openai Api Agent Project

Finance & Fintech · Remote HTTP/SSE

Quality: 37/100 (Fair) | Auth: No auth required

Incomeos

Finance & Fintech · Local stdio

Quality: 27/100 (Emerging) | Auth: No auth required

Verdict Summary: Choose Aicastle School Openai Api Agent Project if you need specialized Finance & Fintech tools running via a hosted cloud SSE transport. Choose Incomeos if your workspace requires Finance & Fintech integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Aicastle School Openai Api Agent Project when:

You need dedicated capabilities in the Finance & Fintech domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Aicastle School Openai Api Agent Project Details

Choose Incomeos when:

You need dedicated capabilities in the Finance & Fintech domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Incomeos Details

Feature & Specification Comparison

Specification	A Aicastle School Openai Api Agent Project Finance & Fintech	I Incomeos Finance & Fintech
Summary	Fetch current stock prices and key data for symbols across global markets. Look up companies like…	Ask what you earn across every income stream: Stripe, affiliates, app stores, ads, manual.
Category & Scope	Finance & Fintech	Finance & Fintech
Quality signal

Tools & Capabilities Breakdown

Aicastle School Openai Api Agent Project Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Incomeos Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Aicastle School Openai Api Agent Project Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "aicastle-school-openai-api-agent-project": {
      "url": "https://aicastle.com"
    }
  }
}

Incomeos Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "incomeos": {
      "command": "npx",
      "args": [
        "-y",
        "incomeos"
      ]
    }
  }
}

Frequently Asked Questions

Aicastle School Openai Api Agent Project is categorized under Finance & Fintech and uses a remote streaming HTTP/SSE transport. In contrast, Incomeos belongs to Finance & Fintech using local stdio subprocess. Select Aicastle School Openai Api Agent Project when you need capabilities focused on finance & fintech and Incomeos when you require tools for finance & fintech.

More alternatives to Aicastle School Openai Api Agent Project More alternatives to Incomeos Finance & Fintech category hub