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Lanmao AI MCP server

Which MCP servers are Lanmao AI's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-28

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Whose server it is
  • Registry nameai.lanmao/free-ai-creditsverified in the MCP registry

The registry name sits under lanmao.ai. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-28
  • Stateanswerschecked 2026-10-28
  • Tools5
  • Server calls itselflanmao-free-offers
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-10-28 the server answered initialize and tools/list without a sign-in. First answer in 84 ms.

Should an agent connect itNot proven either way yet
  • Its tools do every use case we checked: Browse verified free AI API credits and trials; Have an AI assistant pick credits matching a stated need.
  • Checked on 6 of the 7 days it takes to judge reliability.

Once connected

  • For "Browse verified free AI API credits and trials", the likely first call is list_offers.
  • For "Have an AI assistant pick credits matching a stated need", the likely first call is list_offers.
  • Parameters are untyped or undescribed in 5 of 5 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 6, the first on 2026-10-28
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 6 so far
  • What an agent can do with it2 of 2 use cases
  • Answeredmeasuring6 of the 7 daily checks it takes to print a share
  • Median first answer108 ms
  • Space in an agent's context≈ 438 tokensthe definitions of all its tools (5), which an agent carries on every turn
  • Tool definitionsB · 83 of 100
  • Typed results0 of 5 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 5 of 5

What an agent can do with it

  • can do · Browse verified free AI API credits and trials
  • not sure · Get alerts for newly added free AI credits
  • can do · Have an AI assistant pick credits matching a stated need

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers5 tools · read 2026-10-28
  • list_offers

    按目标 / 地区 / 模型标签筛选免费 AI 额度列表。List free AI credit offers filtered by goal, region, or model tag.

  • get_offer

    按 id 取一条免费额度的全部字段。Get all fields of one free AI credit offer by id.

  • search_offers

    在名称 / 厂商 / 模型 / 额度描述里做不区分大小写的子串搜索。Case-insensitive substring search across name, vendor, models, and quota text.

  • list_coding_clients

    列出可作为免费 AI 编程客户端的条目,与 /zh/clients/ 同口径。List entries usable as free AI coding clients (same set as /zh/clients/).

  • recent_changes

    按时间倒序取最近的数据变更记录。Recent changelog entries, newest first.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "free-ai-credits": {
      "type": "http",
      "url": "https://lanmao.ai/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http lanmao https://lanmao.ai/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://lanmao.ai/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.