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Documentación 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.
Conecta cualquier herramienta a cualquier agente. Directorio MCP para quien no escribe servidores.
Producto
Directorio
Desarrolladores
Empresa
2026-11-08
Estrellas —
Herramientas —
Disponibilidad —
Quick 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 searchAll 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 youCheck .env or ~/.ainative/config.json for your project ID if you miss it
Aún no hay lista de herramientas. Los servidores remotos la reciben tras la primera comprobación de estado.
Preguntas ¿Cómo instalo Ainative Memory? Copia en esta página la configuración stdio para Cursor, Claude Desktop, Claude Code o VS Code. Usa la instalación del publicador, no un proxy de PlugMCP.
¿Ainative Memory necesita una clave de API? Este registro no indica ninguna variable de entorno obligatoria.
¿Qué transporte usa Ainative Memory? Ainative Memory se ejecuta localmente por stdio.
¿Cuándo se comprobó Ainative Memory por última vez? Última comprobación: 2026-11-08. Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.
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