# Shibley Aisotools MCP server

Source: https://glimind.com/server/mcp-registry%2Fio.github.shibley%2Faisotools
Registry id: `mcp-registry/io.github.shibley/aisotools`
Status: live (checked 2026-10-27T02:38:28.960Z)

## Verdict

Shibley Aisotools MCP server answered 97.87% of Glimind's liveness checks over 30 days, better than 5% of MCP servers, with 936 ms median handshake and 233 outages in 90 days. Its agent-readiness grade is A (97/100) across 6 tools, costing an agent about 991 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 97.87% | 5% of MCP servers |
| Median handshake latency | 936 ms | 23% of MCP servers |
| p95 handshake latency | 2814 ms | — |
| Checks in 30 days | 4,983 | — |
| Outages, 90 days | 233 | — |
| Median recovery | 7 min | — |
| Agent-readiness score | 97/100 (A) | 91% of MCP servers |
| Tools | 6 | — |
| Tool-list size for an agent | ~991 tokens | 73% of MCP servers |
| Days observed | 29 | — |

## Install

```json
{
  "mcpServers": {
    "shibley-aisotools-mcp-server": {
      "type": "http",
      "url": "https://aisotools.com/api/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http shibley-aisotools-mcp-server https://aisotools.com/api/mcp
```

## Tools (6)

- `check_ai_visibility`: Use this when the user wants to know whether AI assistants recommend their product, brand or app — for example 'does ChatGPT mention my product?' or 'which comp
- `compare_ai_tools`: Side-by-side comparison of 2-5 AI tools: pricing, rating, features, pros and cons. Use it when the user is choosing between named products.
- `find_ai_tool_alternatives`: Alternatives to a given AI tool, drawn from the catalog's curated alternative lists and falling back to same-category tools. Use it when the user wants to repla
- `get_ai_tool`: Full catalog record for one AI tool: description, features, pros, cons, who it is best for, pricing tiers, and alternatives. Accepts a slug or a display name.
- `list_ai_tool_categories`: Every category in the AISOTools catalog with its slug, subcategories, and how many tools it contains.
- `search_ai_tools`: Search the AISOTools catalog of AI tools by keyword, category slug, and pricing model. Returns ranked summaries with the canonical aisotools.com page for each r

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.