io.github.pulse-digital-dev/mcp-ai-visibility-index
AI Visibility Index
AI visibility rankings for 104 Japanese EC companies across ChatGPT, Claude, Gemini, Perplexity.
alive probed 2026-10-05 · HTTP 200
3tools
631tokens in Claude Opus 5.5
682tokens in Claude Code
0.3 %of a 200k context window
367o200k_base estimate
314 msto initialize
576 msto list tools
- Endpoint
- https://ai-visibility-index.dev/mcp (streamable-http)
- Host
- ai-visibility-index.dev
- Protocol
- 2025-03-26
- Reports itself as
- ai-visibility-index 1.0.0
- Capabilities
- tools
- Instructions
- none
- Claude count
- Claude Opus 5.5, measured 2026-10-05. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/pulse-digital-dev/mcp-ai-visibility-index.git
- Website
- https://ai-visibility-index.dev/
- Registry
- active, updated 2026-06-16 · registry entry
- Reachable
- 6 of the last 6 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| check_ai_visibility | 176 | 48 % |
| get_ai_visibility_methodology | 99 | 27 % |
| list_ai_visibility_industries | 92 | 25 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-05 15:34 | alive | 314 ms | 3 | 631 | 367 |
| 2026-10-05 00:45 | alive | 191 ms | 3 | 367 | |
| 2026-10-04 10:06 | alive | 289 ms | 3 | 367 | |
| 2026-10-04 08:00 | alive | 454 ms | 3 | 367 | |
| 2026-10-03 20:39 | alive | 341 ms | 3 | 367 | |
| 2026-10-03 17:54 | alive | 267 ms | 3 | 367 |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.pulse-digital-dev/mcp-ai-visibility-index)
An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.