
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
- 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.
- 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.
- 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.
- 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 →
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/mcpclaude.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.
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