What is the key difference between Neuromcp and Kirok Memory?

Neuromcp belongs to the Knowledge & Memory category with local stdio execution, while Kirok Memory belongs to the Knowledge & Memory category with local stdio execution.

How do I install Neuromcp or Kirok Memory 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.

Are Neuromcp and Kirok Memory free or paid?

Neuromcp operates under a Free / Open Source model (No auth required). Kirok Memory operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Neuromcp lists 0 tools with 0 views and 0 GitHub stars. Kirok Memory lists 0 tools with 0 views and 0 GitHub stars.

Can I use both Neuromcp and Kirok Memory 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 Neuromcp or Kirok Memory 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 Neuromcp and Kirok Memory free to use, or do they require API keys?

Neuromcp is listed under a Free / Open Source model with No auth required . Kirok Memory 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 Neuromcp and Kirok Memory at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both neuromcp and kirok-memory 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, Neuromcp has a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars. Kirok Memory holds a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Neuromcp vs Kirok Memory

In-depth architectural comparison of the Neuromcp and Kirok Memory 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

Neuromcp

Knowledge & Memory · Local stdio

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

Kirok Memory

Knowledge & Memory · Local stdio

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

Verdict Summary: Choose Neuromcp if you need specialized Knowledge & Memory tools running via a local process. Choose Kirok Memory if your workspace requires Knowledge & Memory integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Neuromcp when:

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

Explore Neuromcp Details

Choose Kirok Memory when:

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

Explore Kirok Memory Details

Feature & Specification Comparison

Specification	N Neuromcp Knowledge & Memory	K Kirok Memory Knowledge & Memory
Summary	Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation	Persistent memory for AI agents - hybrid semantic + keyword recall with autonomous consolidation
Category & Scope	Knowledge & Memory	Knowledge & Memory
Quality signal

Tools & Capabilities Breakdown

Neuromcp Tools (0)

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

Kirok Memory 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).

Neuromcp Configuration

mcpServers (Claude Desktop / Cursor)

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

Kirok Memory Configuration

mcpServers (Claude Desktop / Cursor)

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

Frequently Asked Questions

Neuromcp is categorized under Knowledge & Memory and uses a local stdio subprocess. In contrast, Kirok Memory belongs to Knowledge & Memory using local stdio subprocess. Select Neuromcp when you need capabilities focused on knowledge & memory and Kirok Memory when you require tools for knowledge & memory.

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