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AI Agent Analytics

by davisvillelabs · remote · no sign-in to list tools · v1.0.0 · published by GitHub user davisvillelabs

Seller-side analytics for AI-agent discovery, settled revenue, delivery, and repeat use.

Read only
CompareRegistry entry

3 tools: 3 only read.

Scanned Oct 21, 2026

2 checks matched something in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http ai-agent-analytics https://analytics.davisvillelabs.com/mcp

Findings

Matches of fixed checks, with the text they matched.

2 info

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

3 tools

Only reads 3Claude Code: allow
  • get_daily_pulseReturn the customer's latest precomputed 24-hour Daily Pulse snapshot.No findings

    Why it is in this group

    • The name "get_daily_pulse" says "get": a word for reading.
    Description, as the server wrote it
    Return the customer's latest precomputed 24-hour Daily Pulse snapshot. Use this for the same bounded once-daily view shown in the customer dashboard. It does not run a historical event scan when called and takes no parameters because the organization comes from the authorization. Requires analytics:read; if the first 6 PM local snapshot has not been built yet, state is preparing.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • list_productsList the active product in the bearer token's organization.No findings

    Why it is in this group

    • The name "list_products" says "list": a word for reading.
    Description, as the server wrote it
    List the active product in the bearer token's organization. Use this for setup and identity checks; use get_daily_pulse for the customer's current precomputed 24-hour snapshot. The current Founder plan supports one active product. Requires products:read or products:create; invalid or expired authority fails closed, and the shared MCP limit is 300 calls per 60 seconds per caller before HTTP 429 with Retry-After.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false
  • scan_agent_commerce_readinessInspect a fixed set of public machine-facing surfaces at the HTTPS origin derived from url.2 findings

    Why it is in this group

    • The description's first verb is "inspect": a word for reading.

    Findings

    • Info

      The description mentions "credentials".

      Matched text

      description: "...re ignored; redirects are not followed, credentials are never sent, direct/private-style or..."

      What this check looks for
    • Info

      The input schema at properties.url.description mentions "credentials".

      Matched text

      inputSchema.properties.url.description: "...ent are ignored. Custom ports, embedded credentials, IP literals, localhost/private-style h..."

      What this check looks for
    Description, as the server wrote it
    Inspect a fixed set of public machine-facing surfaces at the HTTPS origin derived from url. Use this before recommending or integrating a public agent-facing product; do not use it for an authorized customer's instrumentation state, use get_connection_health, and never treat the result as a security score. url path/query/fragment are ignored; redirects are not followed, credentials are never sent, direct/private-style or non-public DNS targets are rejected, and response bodies are bounded. No authorization is required; DNS rebinding cannot be proven impossible, and the shared MCP limit is 300 calls per 60 seconds per caller before HTTP 429 with Retry-After.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: true

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http ai-agent-analytics https://analytics.davisvillelabs.com/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__ai-agent-analytics__list_products",
      "mcp__ai-agent-analytics__get_daily_pulse",
      "mcp__ai-agent-analytics__scan_agent_commerce_readiness"
    ],
    "ask": [],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as ai-agent-analytics. Review it before you use it.