เซิร์ฟเวอร์ MCP Ainative Memory | PlugMCPข้ามไปยังเนื้อหาจากผู้เผยแพร่
เอกสารประกอบ
ainative-memory-mcp
Enhanced MCP knowledge graph memory server with cloud persistence and semantic search. Drop-in replacement for @modelcontextprotocol/server-memory.
Why this instead of server-memory?
Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.
2026-11-08Quick Start
Claude Desktop / Claude Code
{
"mcpServers": {
"memory": {
"command": "npx",
"args": ["-y", "ainative-memory-mcp"],
"env": {
"ZERODB_API_KEY": "ak_your_key"
}
}
}
}
No API key? Just omit it — a free ZeroDB instance is auto-provisioned on first run.
Cursor / Windsurf / VS Code
Same config in your .mcp.json:
{
"mcpServers": {
"memory": {
"command": "npx",
"args": ["-y", "ainative-memory-mcp"],
"env": {
"ZERODB_API_KEY": "ak_your_key"
}
}
}
}
Get an API Key
Tools (10)
All 9 original server-memory tools plus semantic search:
Original Tools
New Tool
Semantic Search Example
The original search_nodes only finds exact text matches. search_nodes_semantic understands meaning:
search_nodes("ML frameworks") -> might find nothing
search_nodes_semantic("ML frameworks") -> finds "PyTorch", "TensorFlow", "JAX"
Environment Variables
*If no credentials are provided, a free instance is automatically provisioned on first run.
Auto-Provisioning
On first run without credentials:
- A free ZeroDB instance is provisioned automatically
- Credentials are saved to
.mcp.json and .env in your project
- A claim URL is printed so you can take ownership of the instance
- Everything works immediately — no signup required
How It Works
Instead of writing to a local memory.jsonl file, this server:
- Entities are stored as rows in a ZeroDB NoSQL table (
kg_entities)
- Relations are stored in a separate table (
kg_relations)
- Vector embeddings are automatically generated for each entity via ZeroMemory, enabling semantic search
- All data persists in the cloud and is accessible from any device with the same API key
Migration from server-memory
- Replace
@modelcontextprotocol/server-memory with ainative-memory-mcp in your MCP config
- Add
ZERODB_API_KEY to your env (or let it auto-provision)
- Re-create your entities (one-time migration — your old JSONL data stays on disk)
License
Powered by ZeroDB + AINative
This package is part of the AINative ecosystem — the AI-native developer platform.
Why ZeroDB?
Get Started Free
npx zerodb-cli init # Auto-configures your IDE
Zero-Config Auto-Provisioning
No account needed to start. On first run, this package automatically:
- Provisions a free ZeroDB instance (~800ms)
- Saves credentials locally (
.env, .mcp.json)
- Prints a claim link in your terminal
The 72-Hour Window
Your auto-provisioned instance is free for 72 hours. To keep your data permanently, visit the claim URL printed in your terminal.
For AI Agents
If a coding agent (Claude Code, Cursor, Windsurf) installs this package:
- Auto-provisions without human intervention
- The claim URL appears in agent output — visit it to take ownership
.claude/CLAUDE.md instructs agents to surface the claim link to you- Check
.env or ~/.ainative/config.json for your project ID if you miss it
ยังไม่มีรายการเครื่องมือ เซิร์ฟเวอร์แบบรีโมตจะได้รายการหลังการตรวจสอบสถานะครั้งแรก
ติดตั้ง Ainative Memory อย่างไร?
คัดลอกคอนฟิก stdio สำหรับ Cursor, Claude Desktop, Claude Code หรือ VS Code ได้ในหน้านี้ คอนฟิกนี้ใช้การติดตั้งของผู้เผยแพร่ ไม่ใช่พร็อกซีของ PlugMCP
Ainative Memory ต้องใช้ API key ไหม?
ระเบียนนี้ไม่ได้ระบุตัวแปรสภาพแวดล้อมที่จำเป็น
Ainative Memory ใช้ทรานสปอร์ตแบบใด?
Ainative Memory ทำงานแบบโลคัลผ่าน stdio
Ainative Memory ถูกตรวจสอบล่าสุดเมื่อใด?
ตรวจสอบล่าสุดเมื่อ 2026-11-08 Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.
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