mcpbeat

stagenth · AI 记忆库 MCP Server

com.stagenth/memory-kit
answering

stagenth · AI 记忆库 is answering right now. Last checked 14 min ago. It exposes 5 tools.

Hosted persistent memory with semantic search, importance and TTL for AI agents.

Uptime history 42 hours of history
42 hours agonow
100.0%
Uptime 24h
91 of 91 checks
5
Tools
read from the server
1270 ms
Response time
average over 24h
open, no key
Access
streamable-http

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 14 min ago.

run in your terminal
claude mcp add memory-kit --transport http https://stagenth.com/mcp/memory-kit/
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "memory-kit": {
      "url": "https://stagenth.com/mcp/memory-kit/"
    }
  }
}
~/.codex/config.toml
[mcp_servers.memory-kit]
url = "https://stagenth.com/mcp/memory-kit/"
.cursor/mcp.json
{
  "mcpServers": {
    "memory-kit": {
      "url": "https://stagenth.com/mcp/memory-kit/"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "memory-kit": {
      "url": "https://stagenth.com/mcp/memory-kit/"
    }
  }
}

Available tools 5

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

memory
memory_add
保存一条持久记忆（1 credit/次）。跨会话、跨客户端（Claude Code/Cline/Cursor）都能取回。 自动计算语义向量供 memory_search 语义检索；同内容自动去重（只刷新时间不重复扣存储条数）； 每用户上限 2000 条。失败自动退款。
memory_delete
批量删除记忆（只能删自己的；返回 deleted/not_found 明细）。免费(0 credit)。
memory_list
按最近更新列出记忆（分页，返回 total 总数）。免费(0 credit)。
memory_search
语义检索记忆：按意思匹配（如「界面配色偏好」能找到「喜欢 dark mode」），免费(0 credit)。 余弦相似 + 关键词命中加权 + 重要度加权混合排序，返回 score；嵌入服务离线自动降级为关键词模式。 会话开始 / 回答涉及用户偏好、历史决策前先搜一把，把命中的记忆带进上下文。
memory_update
更新一条记忆（content/tags/importance/ttl_days 至少给一个；改 content 自动重算语义向量）。免费(0 credit)。

Endpoints

URLTransportStateLatencyChecked
https://stagenth.com/mcp/memory-kit/ streamable-http answering 1403 ms 14 min ago

stagenth · AI 记忆库 — questions

Answers built from our own checks of this server.

What can stagenth · AI 记忆库 do?
It exposes 5 tools, read directly from the server on our last check. Among them: memory_add, memory_delete, memory_list, memory_search, memory_update. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is stagenth · AI 记忆库 working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 1270 ms. The bar chart above shows every period we have measured.
How do I connect stagenth · AI 记忆库?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does stagenth · AI 记忆库 need an API key?
No. stagenth · AI 记忆库 completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 5 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is stagenth · AI 记忆库?
It answers our handshake in 1270 ms on average, which is faster than 3% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.