Agent Readiness MCP server
Agent Readiness MCP — the free Agent Readiness scanner as an MCP server. Measures your ASO Score.
not scanned yet
0 stars233 downloads/wk
Reviews
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If you have run it, two minutes of your experience saves the next person an afternoon.
Agent Readiness tools
No tool declarations could be read from the package source. They show once the server is installed.
How Agent Readiness compares
Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 91/100
- higher than 88% of 4,461 AI and agents servers
- Downloads a week
- 233
- more than 76% of 1,554 AI and agents servers with a package
Release history: 3 versions in the registry since 2026-09-01, latest 2026-11-02, typically one every 37 days.
Install Agent Readiness in Claude Code, Cursor or VS Code
Runs npx -y @forgemeshlabs/agent-readiness-mcp on your machine. Read the scan report first; the gateway never runs local packages.
claude mcp add agent-readiness-mcp -- npx -y @forgemeshlabs/agent-readiness-mcp
What the publisher says
From the Agent Readiness repository's README, as published. We do not edit it. Read it on GitHub
agent-readiness-mcp — the free Agent Readiness Scanner
What's your ASO score?
SEO made you visible to search engines. ASO (Agent Signal Optimization) makes you discoverable, trustable, and payable by the AI agents that are becoming the web's next visitors.
agent-readiness-mcp is the free, open-source Agent Readiness MCP — an MCP server that scans any website and produces an Agent Readiness Report scored on the open ASO framework. The beta npm package is @forgemeshlabs/agent-readiness-mcp.
This release tracks Google's current agent-readiness guidance without overstating it: Google Search says traditional SEO fundamentals still apply to generative AI search, llms.txt is ignored by Google Search itself, and browser agents benefit from clean DOM, screenshot, and accessibility-tree signals. The scanner keeps llms.txt because non-Google agents use it, and adds a browser-agent UX check for semantic controls, linked labels, ARIA/role fallbacks, and hidden-overlay risk.
Beta. Experimental ASO scanner for evaluating whether agents can discover, trust, understand, and use a website/API/tool. ASO scoring is experimental and will evolve as agent standards mature.
=== Agent Readiness Report: https://example.com ===
ASO Score: 70/100
Agent Readiness: Ready
Level: ASO-4 Trustable — Agents can verify trust, reputation, and operational signals.
Discoverability 20/20 Identity 15/20 Trust 11/15
Commerce 5/15 Reputation 4/15 Memory 15/15What it checks — 34 signals across 6 pillars
Find gaps in discovery, trust, interoperability, and commerce — every emerging agent standard in one scan:
Every check returns pass / partial / fail with concrete evidence and a fix recommendation. Results roll up into the six ASO pillars (Discoverability 20, Identity 20, Trust 15, Commerce 15, Reputation 15, Memory 15) → your ASO Score and maturity level.
Install
Requires Node.js ≥ 18. Published on npm as @forgemeshlabs/agent-readiness-mcp — no clone or build needed.
npm install -g @forgemeshlabs/agent-readiness-mcpOr skip the install entirely and run it with npx (recommended for MCP clients):
npx -y @forgemeshlabs/agent-readiness-mcpClaude Code
claude mcp add aso -- npx -y @forgemeshlabs/agent-readiness-mcpShortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Agent Readiness: common questions
- Is Agent Readiness MCP server safe?
- Yes, by our scan: it is graded A (91/100). Read the Agent Readiness safety report
- How do I install Agent Readiness?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Agent Readiness need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Agent Readiness maintained?
- The last commit was 28 days ago (2026-10-08). The latest release is v0.2.7.
- What can I use instead of Agent Readiness?
- Servers from other publishers that do the same job: Agent Security Scanner MCP server.
- How does Agent Readiness compare with other AI and agents MCP servers?
- safety score 91/100 (higher than 88% of 4,461 AI and agents servers); downloads a week 233 (more than 76% of 1,554 AI and agents servers with a package). Full comparison.
Alternatives to Agent Readiness
Same job from other publishers: the closest match first, then the best rated.
- Agent Security ScannerSecurity layer for AI agents: blocks prompt injection, detects fake packages, scans vulnerabilities.not reviewedEstablishedC