Ext Ops Panel
Open dashboard

AX Audit MCP Server

Scan any website for AI-agent readiness: 0-100 score, grade, and agent-simulation audit.

MCP server · by AINative-Studio

About

AX Audit MCP Server is an MCP server published by AINative-Studio. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-27 and have recorded no change since. As of our marketplace pass on 2026-11-07.

What it asks for

  • Runs remotely

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a remote MCP server

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport http ax-audit https://ainative.ax/mcp
Codex~/.codex/config.toml
[mcp_servers.ax-audit]
url = "https://ainative.ax/mcp"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "ax-audit": {
      "url": "https://ainative.ax/mcp"
    }
  }
}

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 1.0.0 No figure published Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

  1. Became a product we track
  2. Official MCP Registry: appeared

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • agentfit io.github.CloudCorpRecords/agentfit

    Is your website ready for AI agents? Free preview: 0-100 score, A-F grade and category scores.

    by CloudCorpRecords · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • GenReady

    Scan a website for AI search and agent readiness, then get a fix checklist for your agent.

    by odb366 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Myagi - Open Agent Registry

    Score any website's AI-agent readiness. Open Agent Registry scanner + platform tools.

    by myagi.bot · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Agent Ready

    Score any website out of 100 for how well AI agents can find, understand and use it.

    by agentready.sneeze.it · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • agentgauge io.github.GlassCaseOfEmotion/agentgauge

    Scan any website's AI readiness: AI search visibility and AI agent usability. Free, no auth.

    by GlassCaseOfEmotion · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Agent Readiness Auditor

    Audits any website for AI agent readiness and safety, scoring prompt injection risk and llms.txt.

    by asish-singh · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • AgentReady

    Is your website ready for AI agents? 0-100 score, A-F grade and fixes. By Crypto Money Maker

    by youraitools.co · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Agent Ready Report

    Scan any public website and see how ready it is for AI agents and AI search, explained plainly.

    by agenticplug.ai · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • agent-readiness com.webmcp-tool/agent-readiness

    Scores any public website on how usable it is by AI agents, with per-check evidence.

    by webmcp-tool.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • AIready (aiready.nz)

    AIready (aiready.nz): AI/agent readiness scans, Agentic Readiness Check quotes, and reports.

    by aiready.nz · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • sosa-compliance-checker

    Audit your Claude plugins, skills, and coding agents against the SOSA methodology — Supervised Orchestrated Secured Agents. Scans your entire plugin ecosystem and evaluates each…

    by MSApps-Mobile · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • agent-discover io.github.keshrath/agent-discover

    Find, install and enable MCP servers mid-session on any host, with consent and tool pinning

    by keshrath · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community, npm registry (MCP servers) · Describes nearly the same job

  • Iris

    Stop shipping agents on vibes. Score every agent output for quality, safety, and cost.

    by iris-eval · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community · Describes nearly the same job

  • evalview-mcp io.github.hidai25/evalview-mcp

    Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

    by hidai25 · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community · Describes nearly the same job

  • reco

    Reco SaaS & AI security — query app risks, shadow IT, AI agents, user posture, and access events directly from Claude Code

    by RecoLabs · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • DeepEval

    Skills for adding DeepEval evaluations, tracing, datasets, Confident AI reports, and iterative improvement loops to AI applications.

    by confident-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Community GitHub marketplaces · Describes nearly the same job

  • Setup Agent Analytics

    Detect AI agents in your codebase and instrument them with Pendo Agent Analytics via the best-fit path: Python SDK, TypeScript SDK, client-side trackAgent, or the Conversations…

    by pendo-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • Dynatrace

    Dynatrace observability skills: DQL query patterns, application and infrastructure monitoring, log analysis, problem investigation, and incident response workflows, with the…

    by Dynatrace · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • aws-agents

    Build, deploy, and operate AI agents on AWS. Skills for scaffolding agents with Amazon Bedrock AgentCore, connecting tools, memory, policies, evaluation, debugging, and production…

    by aws · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • playwright-mcp io.github.microsoft/playwright-mcp

    Playwright Tools for MCP

    by microsoft · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Cursor: cursor/plugins, Docker MCP Catalog, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • AI-Firstify

    AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp

    by techwolf-ai · Plugin bundle

    Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    by langfuse · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • Grafana Cloud MCP

    Hosted MCP server for AI-assisted Grafana Cloud observability — no local installation required.

    by grafana · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • Synthflow

    Connects Claude Code to the Synthflow AI voice-agent platform through its hosted MCP server, with skills for reviewing calls and auditing agent prompts, plus a docs-search…

    by SynthFlowAI · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • vanta

    The Vanta plugin connects Claude Code to Vanta's security and compliance platform through the Vanta MCP server. It combines Vanta's test-specific remediation intelligence with…

    by VantaInc · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • OpenAI Developers

    Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Datadog (Preview)

    Available for US1 customers only. Analyze, investigate, and act on your Datadog telemetry directly from ChatGPT using natural language. Ask questions about your production…

    by Datadog · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Cloudflare

    Cloudflare platform plugin with curated skills for Workers, Wrangler, and Agents SDK plus the official Cloudflare API MCP server.

    by Cloudflare · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Codex Security

    Codex Security workflows for security scans, analysis, and investigation.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • iFixAi

    Third-party auditing for AI agents. Run by a human or by the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing its actual job?

    by iFixAi · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • evaluate-agent

    Set up evaluation of AI agents with tool call validation, correctness checks, and task completion using Dokimos

    by Dokimos Contributors · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • AI Agents API Library

    Find third-party APIs and MCP servers for any capability an agent lacks, with auth method, free tier, MCP endpoint and docs.

    by Marek Papis · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • baizhi-agent-toolkit

    Connect Baizhi Agent Toolkit through an authenticated remote MCP server, with an optional skill for bounded research and source verification. Requires a Baizhi account and API…

    by ct-jaryn · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • Trustabl

    Find and fix reliability and safety gaps in agent code, across nine agent SDKs.

    by trustabl · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • crowdstrike-charlotte-ai-agentworks

    CrowdStrike Charlotte AI AgentWorks skills for creating, managing, and invoking AI agents via external Falcon API Gateway endpoints. Includes agent lifecycle management…

    by CrowdStrike · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • BLEA

    Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.

    by Nitmi · MCP server

    Listed on: Official MCP Registry, Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • skills-for-copilot-studio

    Microsoft Copilot Studio YAML authoring toolkit. Create, edit, validate, and test Copilot Studio agents using YAML files.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • microsoft-foundry

    Skills and interactive Copilot canvas for designing, configuring, testing and deploying agents to Microsoft Foundry.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • doublecheck

    Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • advanced-security

    Advanced Security plugin for GitHub Copilot.

    by github · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes a similar job

  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins, npm registry (MCP servers) · Describes a similar job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes a similar job

Has a listing on Cursor: cursor/plugins (5)
  • Agent Compatibility

    CLI-backed repo compatibility scans plus agents that audit startup, validation, and docs against reality.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • playwright-mcp io.github.microsoft/playwright-mcp

    Playwright Tools for MCP

    by microsoft · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Cursor: cursor/plugins, Docker MCP Catalog, Community GitHub marketplaces · Describes nearly the same job

  • Vanta

    Query and remediate compliance tests, controls, frameworks, risks, and vulnerabilities in Vanta.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Profound

    Track AI visibility, sentiment, and citations.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • TinyFish

    Browse and automate the web with TinyFish: run multi-step web automations, search the web, extract clean page content, and drive remote stealth browser sessions.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • Wayfound

    Wayfound’s MCP server allows business users to govern, supervise, and improve AI Agents.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • OpenMesh

    Discover and connect to a curated marketplace of MCP servers for extending AI agent capabilities.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Postman MCP Server

    Give your AI agents trusted access to the full Postman platform.

    by postman.com · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog, npm registry (MCP servers) · Describes nearly the same job

  • Opik

    Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

    by comet-ml · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog, PyPI (MCP servers) · Describes nearly the same job

  • SmartBear MCP

    MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.

    by smartbear.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • agentfit io.github.CloudCorpRecords/agentfit

    Is your website ready for AI agents? Free preview: 0-100 score, A-F grade and category scores.

    by CloudCorpRecords · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • GenReady

    Scan a website for AI search and agent readiness, then get a fix checklist for your agent.

    by odb366 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Myagi - Open Agent Registry

    Score any website's AI-agent readiness. Open Agent Registry scanner + platform tools.

    by myagi.bot · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Agent Ready

    Score any website out of 100 for how well AI agents can find, understand and use it.

    by agentready.sneeze.it · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • agentgauge io.github.GlassCaseOfEmotion/agentgauge

    Scan any website's AI readiness: AI search visibility and AI agent usability. Free, no auth.

    by GlassCaseOfEmotion · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Has a listing on PyPI (MCP servers) (5)
  • mcpscore

    Audit an MCP server and get a scored, actionable quality report in seconds.

    by mcp-box · MCP server

    Listed on: PyPI (MCP servers) · Describes nearly the same job

  • PraisonAI

    AI Agents Framework with Self Reflection and MCP support

    by MervinPraison · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • WaveXisMCP

    220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python.

    by MathiasPaulenko · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • air-blackbox-mcp io.github.airblackbox/air-blackbox-mcp

    EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.

    by airblackbox · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • Deep Agentic Core MCP

    Unified MCP server for AgenticLens and Agentic Chaos capabilities.

    by DeepAgentLabs · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

Has a listing on npm registry (MCP servers) (5)
  • @forkpoint/agent-lighthouse-mcp

    Model Context Protocol (MCP) server that lets Claude, Cursor, and agentic IDEs audit website AI-agent readiness with Agent Lighthouse

    by ForkPoint · MCP server

    Listed on: npm registry (MCP servers) · Describes nearly the same job

  • @danielsogl/lighthouse-mcp

    A comprehensive Model Context Protocol (MCP) server that provides web performance auditing, accessibility testing, SEO analysis, security assessment, and Core Web Vitals…

    by danielsogl · MCP server

    Listed on: npm registry (MCP servers) · Describes nearly the same job

  • Website Auditor

    AI visibility in ChatGPT, Gemini, Claude, Perplexity, Copilot & AI Overviews, plus site audits.

    by SpikeyCoder · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • RankCLI

    Free, local SEO + GEO audits for AI assistants - no signup, nothing leaves your machine.

    by integrallis · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • crawl-readiness io.github.Grubbomatic/crawl-readiness

    Check what AI crawlers may read and what a page permits, generate llms.txt and schema.

    by Grubbomatic · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Want this mark on your plugin in our catalog?

Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works

You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built