io.github.epistemedeus/ai-readiness
AI Readiness
Is the AI Readiness MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-01.
Check if a website is visible to AI search (ChatGPT, Perplexity, Claude) and get per-gap fixes.
alive probed 2026-11-15 · unchanged since 2026-11-01
- Bundle
- https://github.com/epistemedeus/ai-readiness/releases/download/v1.1.3/ai-readiness.mcpb (MCPB, for a client that installs bundles; probed in a container with the network off)
- Host
- github.com
- Reports itself as
- ai-readiness 1.1.3
- Capabilities
- tools
- Instructions
- none
- Of a 1M window
- <0.1 % of a 1M context window
- Count
- 422 tokens in Claude Opus 5.5, exact, measured 2026-11-01. With the Claude Code prefix mcp__…__ on each tool name: 444. The o200k_base estimate is 244. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/epistemedeus/ai-readiness
- Website
- https://samedaydesk.com/tools/ai-readiness
- Registry
- active, updated 2026-06-24 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.73×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| check_ai_readiness | 221 | 128 | 52 % |
| generate_ai_readiness_fixes | 201 | 116 | 48 % |
Compare this server with others.
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Servers that mention readiness.
- One-Page Readiness Check — 10 Signals, Arabic or English ai.advisorsai/store-readiness · alive
- ASRM (AI Search Rank Monitor) ai.asrm/asrm · alive
- b/cited ai.bcited/bcited · alive
- ai.obaron/aeo · no DNS
- ai.sitepulsar/mcp · alive
- ai.webmatik/audit · alive
- Zaira Labs Guide ai.zairalabs/guide · alive
- Merron app.merron/ai-act-check · alive
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.