What is the key difference between Operandi and Chrome Devtools Mcp?

Operandi belongs to the Developer Tools category with local stdio execution, while Chrome Devtools Mcp belongs to the Developer Tools category with local stdio execution.

How do I install Operandi or Chrome Devtools Mcp 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 Operandi and Chrome Devtools Mcp free or paid?

Operandi operates under a Free / Open Source model (No auth required). Chrome Devtools Mcp operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Operandi lists 4 tools with 0 views and 0 GitHub stars. Chrome Devtools Mcp lists 56 tools with 0 views and 48,873 GitHub stars.

Can I use both Operandi and Chrome Devtools Mcp 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 Operandi or Chrome Devtools Mcp 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 Operandi and Chrome Devtools Mcp free to use, or do they require API keys?

Operandi is listed under a Free / Open Source model with No auth required . Chrome Devtools Mcp 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 Operandi and Chrome Devtools Mcp at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both operandi and chrome-devtools-mcp 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, Operandi has a Quality Score of 51 /100 ( Good ) with 0 views, 0 installs, and 0 GitHub stars. Chrome Devtools Mcp holds a Quality Score of 56 /100 ( Good ) with 0 views, 0 installs, and 48,873 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Operandi vs Chrome Devtools Mcp

In-depth architectural comparison of the Operandi and Chrome Devtools Mcp 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

Operandi

Developer Tools · Local stdio

Quality: 51/100 (Good) | Auth: No auth required

Chrome Devtools Mcp

Developer Tools · Local stdio

Quality: 56/100 (Good) | Auth: No auth required

Verdict Summary: Choose Operandi if you need specialized Developer Tools tools running via a local process. Choose Chrome Devtools Mcp 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 Operandi 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).
Primary tools included: identify_appliance, get_operation_package, list_appliances.

Explore Operandi Details

Choose Chrome Devtools Mcp 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).
Primary tools included: click, drag, fill.

Explore Chrome Devtools Mcp Details

Feature & Specification Comparison

Specification	Operandi Developer Tools	C Chrome Devtools Mcp Developer Tools
Summary	Grounded, safety-checked appliance operation packages for robots and agents. Zero-config trial.	MCP server for Chrome DevTools
Category & Scope	Developer Tools	Developer Tools
Quality signal

Tools & Capabilities Breakdown

Operandi Tools (4)

identify_appliance

Resolve observed nameplate text / panel labels / model → a catalog object (call first).

get_operation_package

The robot-executable package: model-exact procedures, control map + grounding, per-step verification signals, recovery state machine, safety envelope.

list_appliances

Browse operable appliances (optionally by category).

find_by_capability

Find appliances by function (`heat` / `wash` / `brew` / `defrost` …).

Chrome Devtools Mcp Tools (56)

click

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).

Operandi Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "operandi": {
      "command": "uvx",
      "args": [
        "operandi-mcp"
      ]
    }
  }
}

Chrome Devtools Mcp Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "chrome-devtools-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "chrome-devtools-mcp@latest"
      ]
    }
  }
}

Frequently Asked Questions

Operandi is categorized under Developer Tools and uses a local stdio subprocess. In contrast, Chrome Devtools Mcp belongs to Developer Tools using local stdio subprocess. Select Operandi when you need capabilities focused on developer tools and Chrome Devtools Mcp when you require tools for developer tools.

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