MCP.Market

Agentgauge MCP server

online · 100% uptime
by GlassCaseOfEmotion·io.github.GlassCaseOfEmotion/agentgauge·v1.0.0
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Scan any website's AI readiness: AI search visibility and AI agent usability. Free, no auth.

B72/100grade B
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Safety scan
B72/100

full report

Adoption
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0 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

Agentgauge tools (1, 1 write)

write = sends, deletes, buys or posts
  • scan_websitewrite actionFree

    Run an AgentGauge agent-readiness scan of a website. Grades whether AI search can find/cite it and whether AI agents can use/transact with it, against the AgentReady standard. Returns the grade, both gauges, every check with its status, and a link to the full report.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

1 high
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 1351ms20/20
  • Tool poisoning1 tool descriptions checked15/15
  • Auth qualityopen endpoint exposes 1 write-action tools with no auth3/15
  • Maintenancelast push 106 days ago8/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Findings (1)

  • highWrite-action tools reachable without authenticationauth.open-write
Overall 72/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Agentgauge compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
72/100
higher than 40% of 4,460 AI and agents servers
Tools
1
the typical AI and agents server has 6
Tools that change things
100%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote AI and agents server answers 100%
Response time
1,179 ms
faster than 6% of 2,331 AI and agents servers

What its tools let an agent do: 1 change

Install Agentgauge in Claude Code, Cursor or VS Code

claude mcp add --transport http agentgauge https://mcp.agentgauge.ai/mcp
Add to Cursor

What the publisher says

From the Agentgauge repository's README, as published. We do not edit it. Read it on GitHub

AgentGauge skill for Claude Code

Scan any website's AI readiness from inside your AI coding tool — then let it fix the findings in your codebase and re-scan to verify.

AgentGauge grades whether AI search can find you (citability, llms.txt, schema, AI-crawler access) and whether AI agents can use you (tools, identity, commerce signals), against the AgentReady standard with stable AR-IDs and MUST/SHOULD/MAY conformance. Free scan, instant letter grade.

Install

1. The MCP server (recommended)

claude mcp add --transport http agentgauge https://mcp.agentgauge.ai/mcp

Cursor / Claude Desktop JSON config:

{
  "mcpServers": {
    "agentgauge": { "url": "https://mcp.agentgauge.ai/mcp" }
  }
}

No auth. One tool: scan_website({ url }).

2. The skill

Copy SKILL.md into your Claude Code skills directory as agentgauge/SKILL.md:

mkdir -p ~/.claude/skills/agentgauge
curl -fsSL https://raw.githubusercontent.com/GlassCaseOfEmotion/agentgauge-skill/main/SKILL.md \
  -o ~/.claude/skills/agentgauge/SKILL.md

Use

/agentgauge scan mysite.com

or just ask: "check my site's AI readiness and fix what's failing". The skill scans, prioritizes the findings (spec MUSTs first), implements fixes in your repo, and re-scans after deploy to verify the grade actually moved.

What gets checked

31 checks across 6 categories: Discoverability, Content for Agents, AI Visibility (GEO), Capabilities (MCP/A2A/OpenAPI), Identity & Access, and Commerce.

Built by AgentGauge · Weekly monitoring: Watch by AgentGauge · Contact: support@agentgauge.ai

Nothing above is checked by us. What we check is on the safety report.

Agentgauge: common questions

Is Agentgauge MCP server safe?
Mostly: it is graded B (72/100). Read the Agentgauge safety report
How do I install Agentgauge?
It runs remotely at mcp.agentgauge.ai. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Agentgauge need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Agentgauge maintained?
The last commit was 144 days ago (2026-06-13). The latest release is v1.0.0.
Is Agentgauge up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Agentgauge?
Servers from other publishers that do the same job: Butterbase AI MCP server, Skillsmith MCP server and Agent Security Scanner MCP server.
How does Agentgauge compare with other AI and agents MCP servers?
safety score 72/100 (higher than 40% of 4,460 AI and agents servers); tools 1 (the typical AI and agents server has 6); tools that change things 100% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Agentgauge

Same job from other publishers: the closest match first, then the best rated.

  • Butterbase AI
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    A
  • Skillsmith
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    B
  • Agent Security Scanner
    Security layer for AI agents: blocks prompt injection, detects fake packages, scans vulnerabilities.
    C
  • Agent Comms
    Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP
    A