# Ayebot buyer index

> Counts of acquirers by sector and Southeast Asian market, from ayebot.com. Aggregate only, no names.

- name: io.github.gweeyichen/ayebot
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 80/100 flags: no-repository
- quality: 91/100 (strong)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.gweeyichen%2Fayebot
- tools: https://api.protogrid.dev/v1/servers/io.github.gweeyichen%2Fayebot/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "ayebot": {
      "type": "http",
      "url": "https://ayebot.com/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 45
- drivers: +website +reachable +uptime-100% +updated-11d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 91/100 (strong)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 4 of 4 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 805 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 4, about 805 tokens to load them all
- tool set hash: 3d44c24f55aaace31acdd4aa699996b6
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.gweeyichen/ayebot.svg)](https://protogrid.dev/servers/io.github.gweeyichen/ayebot)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://ayebot.com/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (4)

- `buyer_appetite_summary`: Summarise acquirer appetite for one sector across Singapore, Malaysia, Indonesia, Thailand, Vietnam and the Philippines: per-market counts (ranked), the strategic / private equity / family office mix, and how many name the market directly versus cover it through a regional or global mandate. Use it for "where in Southeast Asia is buyer appetite strongest for my education business?". Aggregate counts only, never names. Links to the sector page on ayebot.com.
- `count_buyers`: Count how many acquirers on Ayebot's buyer register state an appetite for a sector in a Southeast Asian market. Use it for questions like "how many buyers are there for a healthcare business in Malaysia?" or "how many private equity buyers look at logistics in Singapore?". Give sector and market for one cell; sector only for that sector across all six markets; market only for every sector in that market; neither for register totals. Accepts keys (e.g. "fnb", "sg") or plain names (e.g. "food and beverage", "Singapore"). Returns aggregate counts split into strategic, private equity, family office and other. Never returns names. Call list_sectors_and_markets for valid values.
- `how_to_sell_next_steps`: Return links to Ayebot's free tools and to a human adviser, for a founder in Singapore or Southeast Asia who is considering selling a company: the buyer finder, buyers by sector, the sale readiness check, how valuation ranges work, what is free, the FAQ, and talking to an adviser at Growth Alliance Capital. Use it when the user asks what to do next, how to value or prepare a company for sale, or how to get advice. This server does not value companies; it points to the tools and to people.
- `list_sectors_and_markets`: List the 12 sectors and 6 Southeast Asian markets covered by the Ayebot buyer index, with the key to pass to count_buyers and buyer_appetite_summary, and the public page for each sector.