What is the key difference between CICD AIops and EdgeDepth Research?

CICD AIops belongs to the Version Control category with local stdio execution, while EdgeDepth Research belongs to the Version Control category with cloud HTTP/SSE execution.

How do I install CICD AIops or EdgeDepth Research 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 CICD AIops and EdgeDepth Research free or paid?

CICD AIops operates under a Free / Open Source model (No auth required). EdgeDepth Research operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

CICD AIops lists 0 tools with 0 views and 0 GitHub stars. EdgeDepth Research lists 0 tools with 0 views and 0 GitHub stars.

Can I use both CICD AIops and EdgeDepth Research 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 CICD AIops or EdgeDepth Research 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 CICD AIops and EdgeDepth Research free to use, or do they require API keys?

CICD AIops is listed under a Free / Open Source model with No auth required . EdgeDepth Research 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 CICD AIops and EdgeDepth Research at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both cicd-aiops and edgedepth-research 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, CICD AIops has a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars. EdgeDepth Research holds a Quality Score of 42 /100 ( Fair ) with 0 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

CICD AIops vs EdgeDepth Research

In-depth architectural comparison of the CICD AIops and EdgeDepth Research 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

CICD AIops

Version Control · Local stdio

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

EdgeDepth Research

Version Control · Remote HTTP/SSE

Quality: 42/100 (Fair) | Auth: No auth required

Verdict Summary: Choose CICD AIops if you need specialized Version Control tools running via a local process. Choose EdgeDepth Research if your workspace requires Version Control integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose CICD AIops when:

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

Explore CICD AIops Details

Choose EdgeDepth Research when:

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

Explore EdgeDepth Research Details

Feature & Specification Comparison

Specification	C CICD AIops Version Control	E EdgeDepth Research Version Control
Summary	Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 26 tools.	Deterministic, cited, reproducible crypto microstructure research as agent tools.
Category & Scope	Version Control	Version Control
Quality signal

Tools & Capabilities Breakdown

CICD AIops Tools (0)

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

EdgeDepth Research 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).

CICD AIops Configuration

mcpServers (Claude Desktop / Cursor)

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

EdgeDepth Research Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "edgedepth-research": {
      "url": "https://gitlab.com/jtucker96/edgedepth-research-mcp"
    }
  }
}

Frequently Asked Questions

CICD AIops is categorized under Version Control and uses a local stdio subprocess. In contrast, EdgeDepth Research belongs to Version Control using remote streaming HTTP/SSE transport. Select CICD AIops when you need capabilities focused on version control and EdgeDepth Research when you require tools for version control.

More alternatives to CICD AIops More alternatives to EdgeDepth Research Version Control category hub