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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Ayebot buyer index

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

Checks passed
12 / 22

2 failed · 8 not measured

Median response
661 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
4

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
222

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 661 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name io.github.gweeyichen/ayebot.

  • Pass
    Lists tools

    tools/list returned 4 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 661 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 661 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    3 of 3 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Fail
    Repo owner matches

    The GitHub repository owner does not match the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-09T08:12:52.988856Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Ayebot buyer index

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http ayebot-buyer-index https://ayebot.com/mcp

Capabilities

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.

Discovered
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.

Discovered
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 valuation 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.

Discovered
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.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected661 ms4