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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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No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

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 (2 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 Registrygithub-graphql

More from AINative-Studio

Cite this page

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