MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

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

Read-only probes

MCP server · Code & DevOps

AIMALL (搜蚁智选)

Pay-per-use API marketplace for AI agents: LLMs, image, TTS, search. Free trial, x402.

Checks passed
13 / 22

2 failed · 7 not measured

Median response
2165 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
7

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Check failed

The last measured handshake failed. Open the listing for evidence.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
410
Reliability & speedDoes it respond consistently and quickly?
103
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
402

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 2139 ms.

  • Fail
    Valid handshake

    initialize did not return a supported protocolVersion and serverInfo.name.

  • Pass
    Lists tools

    tools/list returned 7 tools.

  • Pass
    Current protocol

    Negotiated 2026-07-28. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 2165 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 2188 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

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

    14 of 14 parameters have a description (100%). The bar is 80%.

  • Fail
    Safety hints

    7 tools set neither readOnlyHint nor 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.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-09-09T02:21:37.479161Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using AIMALL (搜蚁智选)

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 aimall https://souyi.net.cn/api/v1/mcp

Capabilities

Tools 7

ai_estimate

在不扣费的情况下预估一次 AI 调用的费用(USD)。调用前用它做预算闸门。可匿名使用(无需 key)。

Discovered
ai_request

调用搜蚁智选的某个 AI 资产(大模型对话或工具),按量计费并返回结果、订单号与余额。

Discovered
bootstrap_account

(可选)自助注册账号并创建 Agent,返回可用的 API Key。会创建真实账号,仅首次接入时使用。

Discovered
get_onboarding

返回搜蚁智选的接入指引与机器可读文档链接。

Discovered
list_assets

列出搜蚁智选市场中的可用 AI 资产(大模型 / 工具 / 数据),含 asset_id、类型与单价。先用它找到要调用的 asset_id。要用 900+ 免费公共 API 请改用 list_categories / search_free_apis。

Discovered
list_categories

返回免费公共 API 的 25 个分类及每个分类的资产数量,用于分层浏览(不消耗额度)。

Discovered
search_free_apis

在 900+ 免费免鉴权公共 API 中按关键词/分类检索可用资产(不消耗额度)。先 list_categories 看全部分类,再用本工具精确定位 asset_id。

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected2139 ms7
Connected2191 ms7