What is the key difference between Qiskit Code Assistant MCP Server and Context Autopilot?

Qiskit Code Assistant MCP Server belongs to the Developer Tools category with local stdio execution, while Context Autopilot belongs to the Developer Tools category with local stdio execution.

How do I install Qiskit Code Assistant MCP Server or Context Autopilot 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?

Qiskit Code Assistant MCP Server lists 0 tools with 0 views and 0 GitHub stars. Context Autopilot lists 0 tools with 0 views and 0 GitHub stars.

Can I use both Qiskit Code Assistant MCP Server and Context Autopilot 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 Qiskit Code Assistant MCP Server or Context Autopilot 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 Qiskit Code Assistant MCP Server and Context Autopilot free to use, or do they require API keys?

Qiskit Code Assistant MCP Server is listed under a Free / Open Source model with No auth required . Context Autopilot 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 Qiskit Code Assistant MCP Server and Context Autopilot at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both qiskit-code-assistant-mcp-server and context-autopilot 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, Qiskit Code Assistant MCP Server has a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars. Context Autopilot holds a Quality Score of 44 /100 ( Fair ) with 0 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Qiskit Code Assistant MCP Server vs Context Autopilot

Q: Are Qiskit Code Assistant MCP Server and Context Autopilot free or paid?

Qiskit Code Assistant MCP Server operates under a Free / Open Source model (No auth required). Context Autopilot operates under a Free / Open Source model (No auth required).

In-depth architectural comparison of the Qiskit Code Assistant MCP Server and Context Autopilot 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

Qiskit Code Assistant MCP Server

Developer Tools · Local stdio

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

Context Autopilot

Developer Tools · Local stdio

Quality: 44/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Qiskit Code Assistant MCP Server if you need specialized Developer Tools tools running via a local process. Choose Context Autopilot if your workspace requires Developer Tools integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Qiskit Code Assistant MCP Server when:

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

Explore Qiskit Code Assistant MCP Server Details

Choose Context Autopilot when:

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

Explore Context Autopilot Details

Feature & Specification Comparison

Specification	Q Qiskit Code Assistant MCP Server Developer Tools	C Context Autopilot Developer Tools
Summary	MCP server for the Qiskit Code Assistant intelligent code completion	Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGENTS.md rules.
Category & Scope	Developer Tools	Developer Tools
Quality signal

Tools & Capabilities Breakdown

Qiskit Code Assistant MCP Server Tools (0)

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

Context Autopilot 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).

Qiskit Code Assistant MCP Server Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "qiskit-code-assistant-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "qiskit-code-assistant-mcp-server"
      ]
    }
  }
}

Context Autopilot Configuration

mcpServers (Claude Desktop / Cursor)

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

Frequently Asked Questions

Qiskit Code Assistant MCP Server is categorized under Developer Tools and uses a local stdio subprocess. In contrast, Context Autopilot belongs to Developer Tools using local stdio subprocess. Select Qiskit Code Assistant MCP Server when you need capabilities focused on developer tools and Context Autopilot when you require tools for developer tools.

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