Ainative Memory MCP

Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.

Connector by AINative-Studio · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)

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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/ainative-studio-ainative-memory-mcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 3 read · 3 write · 3 delete · 1 not yet classified
Secrets: None asked for
Install scripts: Not scanned yet
Runs as: Node.js package

Tools by what they do 10

Read from the source code; the running server may list different tools.

Read 3 · Look things up without changing anything.

read_graph
search_nodes
search_nodes_semantic

Write 3 · Create, change, send or run things.

add_observations
create_entities
create_relations

Delete 3 · Delete, drop, revoke or wipe things.

delete_entities
delete_observations
delete_relations

Not yet classified 1 · We could not tell from the name and description.

open_nodes

Tools (10)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

add_observations
Add new observations to existing entities in the knowledge graph.
create_entities
Create multiple new entities in the knowledge graph. Entities are the fundamental nodes with a name, type, and list of observations. Stored in ZeroDB cloud — persists across sessions and devices.
create_relations
Create multiple new relations between entities in the knowledge graph. Relations should be in active voice.
delete_entities
Delete multiple entities and their associated relations from the knowledge graph.
delete_observations
Delete specific observations from entities in the knowledge graph.
delete_relations
Delete multiple relations from the knowledge graph.
open_nodes
Open specific nodes in the knowledge graph by their names.
read_graph
Read the entire knowledge graph from ZeroDB cloud storage.
search_nodes
Search for nodes in the knowledge graph based on a text query. Matches against entity names, types, and observation content (case-insensitive substring match).
search_nodes_semantic
Search for nodes in the knowledge graph using semantic vector similarity. Unlike search_nodes which does exact text matching, this finds entities by meaning — e.g., searching "machine learning frameworks" would find entities about "PyTorch" or "TensorFlow" even without those exact words.

Signals

Stars: 0
Forks: 0
Open issues: 0
Last commit: Sep 25, 2026 (1 month ago)
Last release: Aug 1, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name: io.github.AINative-Studio/ainative-memory-mcp
Version: 1.0.1
Auth: No auth
Packages: npm ainative-memory-mcp
License: MIT
Repository: github.com/AINative-Studio/ainative-memory-mcp
First seen: Oct 24, 2026
Last checked: Oct 25, 2026
Source: Official MCP Registry github-graphql

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Cite this page

Ainative Memory MCP. Agent Mart. https://agentmart.dev/connectors/ainative-studio-ainative-memory-mcp (last updated 2026-10-25)