Ainative Memory MCP-Server | PlugMCP
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Dokumentation 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.
Beliebiges Tool in beliebigen Agenten. MCP-Verzeichnis für Leute, die keine Server schreiben.
Produkt
Verzeichnis
Entwickler
Unternehmen
2026-11-08
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
Verzeichnis-Score 20/100 Gelistet 10 von 10
In der offiziellen MCP Registry 18 von 18
Vom Maintainer beansprucht 0 von 8
Antwortet mit einer Tool-Liste 0 von 12
GitHub-Sterne 0 von 16
Wöchentliche Downloads 0 von 10
Graphify Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, e Understand Anything Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, Sequential Thinking Step-by-step problem solving for agents: break a problem into thoughts, revise them and branch. The reference server from the Model Context Protocol project. Memory Persistent memory for agents as a local knowledge graph of entities, relations and observations. The reference server from the Model Context Protocol project. Ruflo 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, feder Codegraph Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, CoPilot, and Hermes Agent — fewer tokens, fewer tool calls, 100% loca Codebase Memory Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection. Codebase Memory Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens. Codebase Memory Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection. Context Mode Free, local plugin that keeps tool output out of your coding agent's context window. Sandbox and SQLite FTS5 search, 99% fewer bytes in context. Works with Claude Code, Codex, Pi, OMP, OpenCode, Gemin MaxKB 🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 Xerj AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory a MCP-Server für Knowledge and memory Die besten MCP-Server für Knowledge and memory
Noch keine Tool-Liste. Remote-Server erhalten eine nach dem ersten Health-Check.
Wie installiere ich Ainative Memory? Kopieren Sie auf dieser Seite die stdio-Konfiguration für Cursor, Claude Desktop, Claude Code oder VS Code. Sie nutzt die Installation des Herausgebers, keinen PlugMCP-Proxy.
Benötigt Ainative Memory einen API-Schlüssel? In diesem Eintrag ist keine erforderliche Umgebungsvariable aufgeführt.
Welchen Transport verwendet Ainative Memory? Ainative Memory läuft lokal über stdio.
Wann wurde Ainative Memory zuletzt geprüft? Zuletzt geprüft: 2026-11-08. Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.
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