What is the key difference between AI Readiness and Token Meter?

AI Readiness belongs to the Marketing category with local stdio execution, while Token Meter belongs to the Marketing category with local stdio execution.

How do I install AI Readiness or Token Meter 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 AI Readiness and Token Meter free or paid?

AI Readiness operates under a Free / Open Source model (No auth required). Token Meter operates under a Freemium model (No auth required).

Which MCP server has more tools and community activity?

AI Readiness lists 6 tools with 3 views and 0 GitHub stars. Token Meter lists 4 tools with 3 views and 1 GitHub stars.

Can I use both AI Readiness and Token Meter 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.

Side-by-Side Model Context Protocol Comparison

AI Readiness vs Token Meter

In-depth architectural comparison of the AI Readiness and Token Meter 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

AI Readiness

Marketing · Local stdio

Quality: 57/100 (Good) | Auth: No auth required

Token Meter

Marketing · Local stdio

Quality: 57/100 (Good) | Auth: No auth required

Verdict Summary: Choose AI Readiness if you need specialized Marketing tools running via a local process. Choose Token Meter if your workspace requires Marketing integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose AI Readiness when:

You need dedicated capabilities in the Marketing domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: AI crawler access checks, JSON-LD and metadata analysis, 0–100 score and letter grade.

Explore AI Readiness Details

Choose Token Meter when:

You need dedicated capabilities in the Marketing domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Freemium).
Primary tools included: usage_summary, recent_sessions, session_tools.

Explore Token Meter Details

Feature & Specification Comparison

Specification	AI Readiness epistemedeus Marketing	Token Meter whdrnr2583-cmd Marketing
Summary	Check whether a website is visible to AI search (ChatGPT, Perplexity, Claude, Google AI Overviews). Scores AI-crawler access, JSON-LD structured data, title/meta, Open Graph, sitemap, and llms.txt, with a specific fix for each gap. Dependency-free, no API keys. Install: npx -y github:epistemedeus/ai-readiness mcp.	Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost, per-MCP/per-tool breakdown, hourly distribution, and session drill-down — your data never leaves your machine.
Category & Scope

Tools & Capabilities Breakdown

AI Readiness Tools (6)

AI crawler access checks

JSON-LD and metadata analysis

0–100 score and letter grade

Specific remediation guidance

Starter JSON-LD and robots.txt generation

MCP stdio transport

Token Meter Tools (4)

usage_summary

Daily table of token counts, USD-equivalent cost, and call counts — broken down by day and model

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).

AI Readiness Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "epistemedeus-ai-readiness": {
      "command": "npx",
      "args": [
        "-y",
        "github"
      ]
    }
  }
}

Token Meter Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "whdrnr2583-cmd-token-meter": {
      "command": "npx",
      "args": [
        "-y",
        "@whdrnr2583/token-meter"
      ]
    }
  }
}

Frequently Asked Questions

AI Readiness is categorized under Marketing and uses a local stdio subprocess. In contrast, Token Meter belongs to Marketing using local stdio subprocess. Select AI Readiness when you need capabilities focused on marketing and Token Meter when you require tools for marketing.

More alternatives to AI Readiness More alternatives to Token Meter Marketing category hub