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stagenth · AI 记忆库

by com.stagenth
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Server Details

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

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Status
Unhealthy
Uptime
63.2% over 38 days
Last Tested
Transport
Streamable HTTP
URL

TDQS

A4.2/5.0

Scored across 5 tools

Disambiguation5/5

Each tool has a clearly distinct role: add creates, delete removes, list enumerates, search queries semantically, and update modifies existing memories. There is no meaningful overlap between the five operations.

Naming Consistency5/5

All tools follow the same `memory_<verb>` pattern with simple, descriptive verbs: add, delete, list, search, update. The naming convention is uniform and predictable.

Tool Count5/5

Five tools is a well-scoped size for a memory store, covering the essential operations without unnecessary bloat. Each tool earns its place and the count feels natural for the server's purpose.

Completeness5/5

The toolkit provides full CRUD coverage plus semantic search, which is the core requirement for a persistent memory system. There are no obvious dead ends: add, read/search, update, and delete are all present and work together.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 3 tool updates
    • Changedmemory_add2 fields changed
      • addedInput schema / properties / importance
        Added value: +{
+  "default": 0,
+  "description": "重要度 0-5（检索排序加权，默认 0）",
+  "maximum": 5,
+  "minimum": 0,
+  "title": "Importance",
+  "type": "integer"
+}
      • addedInput schema / properties / ttl_days
        Added value: +{
+  "default": 0,
+  "description": "保留天数，0=永久；到期自动清理（临时上下文适用）",
+  "maximum": 3650,
+  "minimum": 0,
+  "title": "Ttl Days",
+  "type": "integer"
+}
    • Changedmemory_search2 fields changed
      • addedInput schema / properties / mode
        Added value: +{
+  "default": "auto",
+  "description": "auto=语义检索（嵌入离线自动降级关键词）/ semantic=强制语义 / keyword=纯关键词",
+  "title": "Mode",
+  "type": "string"
+}
      • changedInput schema / properties / query / description
        Previous value: -"检索关键词；空格分隔多个词=AND 逐词匹配 content/tags"New value: +"检索内容：自然语言描述（语义匹配）或关键词（空格分隔=AND）"
    • Changedmemory_update2 fields changed
      • addedInput schema / properties / importance
        Added value: +{
+  "anyOf": [
+    {
+      "maximum": 5,
+      "minimum": 0,
+      "type": "integer"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "新重要度 0-5；缺省不改",
+  "title": "Importance"
+}
      • addedInput schema / properties / ttl_days
        Added value: +{
+  "anyOf": [
+    {
+      "maximum": 3650,
+      "minimum": 0,
+      "type": "integer"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "重设保留天数（从现在起算），0=改为永久；缺省不改",
+  "title": "Ttl Days"
+}
  2. 5 tool updates
    • First observedmemory_add
    • First observedmemory_delete
    • First observedmemory_list
    • First observedmemory_search
    • First observedmemory_update

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