Ext Ops Panel
Open dashboard

io.github.neo4j-contrib/mcp-neo4j-memory

MCP Neo4j Knowledge Graph Memory Server

MCP server · by neo4j-contrib

About

io.github.neo4j-contrib/mcp-neo4j-memory is an MCP server published by neo4j-contrib. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). The last change we recorded was on 2026-10-17. As of our marketplace pass on 2026-10-17.

What it asks for

  • Runs on your machine
  • Secrets: 1
  • Settings: 10
  • Tools: 9

Tools it declares: 9. As declared on: Docker MCP Catalog.

  • add_observations
  • create_entities
  • create_relations
  • delete_entities
  • delete_observations
  • delete_relations
  • find_memories_by_name
  • read_graph
  • search_memories

Requires: NEO4J_PASSWORD (secret), NEO4J_URI, NEO4J_USERNAME

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Package

PyPI mcp-neo4j-memory (mcp-neo4j-memory on PyPI)

  • PyPI downloads/week: 3 565 (2026-10-13)
  • PyPI downloads/month: 23 826 (2026-10-13)
  • Latest version on PyPI: 0.4.5, published 2026-02-23

No known vulnerabilities in OSV for 0.4.2 (checked 2026-10-14)

PyPI facts come from pypi.org, PyPI downloads from pypistats.org. Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero. Vulnerability records come from OSV.dev (CC BY 4.0) and concern the declared version only; a listing that declares no version gets no answer. We do not scan code.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a local MCP server: PyPI package

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --env "NEO4J_PASSWORD=<YOUR_NEO4J_PASSWORD>" --env "NEO4J_URI=<YOUR_NEO4J_URI>" --env "NEO4J_USERNAME=<YOUR_NEO4J_USERNAME>" --transport stdio mcp-neo4j-memory -- uvx mcp-neo4j-memory
Codex~/.codex/config.toml
[mcp_servers.mcp-neo4j-memory]
command = "uvx"
args = ["mcp-neo4j-memory"]

[mcp_servers.mcp-neo4j-memory.env]
NEO4J_PASSWORD = "<YOUR_NEO4J_PASSWORD>"
NEO4J_URI = "<YOUR_NEO4J_URI>"
NEO4J_USERNAME = "<YOUR_NEO4J_USERNAME>"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "mcp-neo4j-memory": {
      "command": "uvx",
      "args": [
        "mcp-neo4j-memory"
      ],
      "env": {
        "NEO4J_PASSWORD": "<YOUR_NEO4J_PASSWORD>",
        "NEO4J_URI": "<YOUR_NEO4J_URI>",
        "NEO4J_USERNAME": "<YOUR_NEO4J_USERNAME>"
      }
    }
  }
}

Replace the values in angle brackets with your own. We show the names of the settings, never values.

Optional settings it also lists: NEO4J_DATABASE, NEO4J_NAMESPACE.

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 1.0.0 Downloads/month (PyPI): 23 826
Downloads/week (PyPI): 3 565
Forks (GitHub): 263
Stars (GitHub): 988
Not marked
Docker MCP Catalog (Open on Docker Hub) Listed sha256:0f04105a1006 Forks (GitHub): 263
Pulls (Docker Hub): 37 891
Stars (Docker Hub): 9
Stars (GitHub): 988
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

How its figures have moved

Pulls (Docker Hub)
+455 since 12.10
37.4k-37.9k · 6 readings
  1. 2026-10-1237.4k
  2. 2026-10-1337.7k
  3. 2026-10-1437.7k
  4. 2026-10-1537.8k
  5. 2026-10-1637.8k
  6. 2026-10-1737.9k

Each dot is a day we read a different number; flat stretches are days the number did not move. Figures of different marketplaces are never added up.

What changed

Nothing has moved on this plugin since we started watching it.

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • Memory (Reference)

    Knowledge graph-based persistent memory system.

    by modelcontextprotocol · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • knowmind

    AI agent memory & knowledge graph, hosted in Germany (GDPR). Recall, relations, store via MCP.

    by Schubeler-Consulting · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Agentverse Memory

    Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.

    by fetchai · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Memory Engine MCP

    Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

    by SimoneB79 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Maindex Expert Memory Service

    Full-control memory API for AI agents — memories, collections, links, search, and bulk operations.

    by maindex.io · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Locul Cloud Memory

    Recall memories, entity profiles and source notes from your Locul cloud brain in any AI chat.

    by locul.ai · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Nuzo Memory

    Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.

    by fabionfsc · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • MemoCat — Shared AI Memory

    One shared, persistent memory across AI agents and systems, with semantic recall and live updates.

    by MontyGovernance · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Graph-Mem

    Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

    by Sathvik-1007 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • SAME - Stateless Agent Memory Engine

    Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.

    by sgx-labs · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • claude-code-plugin-for-goodmem-a-memory-infra-for-agents

    With this plugin, you can operate Goodmem's memory infra in plain English, to create, manage, and orchestrate embedders, rerankers, and LLMs, to ingest and create memories from…

    by PAIR-Systems-Inc · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • Memex — Local AI Memory

    Local AI memory system for Claude Code and Cursor. Remembers your preferences, decisions, and project context across sessions using a Go HTTP service and Qdrant vector database…

    by Shvmvrshny · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • agent-recall

    Persistent memory for AI coding agents. SQLite knowledge graph with scoped entities, MCP tools, and LLM-summarized briefings.

    by mnardit · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • context-vault

    Persistent structured memory for Claude Code. SQLite JSONB vault with 7 MCP tools for entity CRUD, todos with dependencies, and context injection across compactions.

    by hazyhaar · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • claude-memory

    A Claude Code plugin that adds structured, categorized memory to your projects.

    by tars23364-bit · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • remember

    Continuous memory for Claude Code. Extracts, summarizes, and compresses conversations into tiered daily logs. Claude remembers what you did yesterday.

    by Digital-Process-Tools · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • duckdb-skills

    DuckDB-powered skills for Claude Code: read any data file, attach and query DuckDB databases, search DuckDB/DuckLake docs, search past session logs, and install/update DuckDB…

    by duckdb · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describes nearly the same job

  • alloydb

    Create, connect, and interact with an AlloyDB for PostgreSQL database and data.

    by gemini-cli-extensions · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • neon

    Manage your Neon projects and databases with the neon-postgres agent skill and the Neon MCP Server.

    by neondatabase · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • atlan

    Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…

    by atlanhq · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • atlan

    Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…

    by atlanhq · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Pixeltable

    Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.

    by pixeltable · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    by langfuse · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • sanity

    Sanity content platform integration with MCP server, agent skills, and slash commands. Query and author content, build and optimize GROQ queries, design schemas, and set up Visual…

    by sanity-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • cockroachdb

    Connect Claude Code directly to your CockroachDB clusters for hands-on database work — explore schemas, write optimized SQL, debug queries, and manage distributed database…

    by cockroachdb · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Airtable

    Bring operational data and context into the flow of your ChatGPT conversations. You can ask questions, create and update records, and analyze your data—all through conversation…

    by Airtable · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Notion

    Notion workflows for implementation planning, research synthesis, meeting preparation, and knowledge capture.

    by Notion · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Supabase

    Manage Supabase projects directly through ChatGPT. Execute SQL queries on PostgreSQL databases, design and modify table schemas, deploy serverless edge functions, and configure…

    by Supabase · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Data Analytics

    Answer product and business questions with data

    by Data Analytics Maintainers · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • PostHog

    PostHog gives your AI agent direct access to your product analytics, feature flags, experiments, error tracking, surveys, logs, and LLM analytics. Ask questions about your data…

    by PostHog Inc. · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • bettermemory io.github.0Mattias/bettermemory

    Memory for coding agents, checked against the filesystem and git before it is believed.

    by 0Mattias · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge g

    FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge graph (graphify…

    by adelaidasofia · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • duckdb-skills

    DuckDB-powered skills for Claude Code: read any data file, attach and query DuckDB databases, search DuckDB/DuckLake docs, search past session logs, and install/update DuckDB…

    by duckdb · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describes nearly the same job

  • alloydb

    Create, connect, and interact with an AlloyDB for PostgreSQL database and data.

    by gemini-cli-extensions · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • atlan

    Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…

    by atlanhq · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • TimeBase

    Explore and query TimeBase streams, schemas, QQL, symbols, and server status via MCP.

    by epam · MCP server

    Listed on: Official MCP Registry, Copilot CLI: github/awesome-copilot, Community GitHub marketplaces · Describes nearly the same job

  • anarlog

    Query Anarlog meetings locally, or connect through OAuth to read opted-in Cloud snapshots.

    by fastrepl · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • chronicle-stats

    See your local Copilot token usage by day, model, and session, and get tips to use it more efficiently.

    by Julia Muiruri · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • dataverse

    Build and manage Microsoft Dataverse solutions using natural language. Includes table/column creation, solution lifecycle, data operations, and MCP server configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot, Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • doublecheck

    Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq-productivity

    WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes a similar job

Has a listing on Cursor: cursor/plugins (5)
  • Mem

    Capture, search, and organize notes and collections.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Continual Learning

    Incremental transcript-driven memory updates for AGENTS.md using high-signal bullet points only.

    by Eric Zakariasson · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Fireflies

    Search meeting transcripts, summaries, and action items.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Circleback

    Search meetings, transcripts, action items, and emails.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Google Cloud BigQuery

    Explore datasets and tables and run SQL queries.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • Memory (Reference)

    Knowledge graph-based persistent memory system.

    by modelcontextprotocol · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • mcp-neo4j-cypher io.github.neo4j-contrib/mcp-neo4j-cypher

    A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.

    by neo4j-contrib · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • Amazon Neptune

    Graph database queries with Cypher and Gremlin.

    by awslabs · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Neo4j

    Official MCP server for Neo4j. Interact with Neo4j using Cypher graph queries.

    by neo4j · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Omi

    A Model Context Protocol server for Omi interaction and automation. This server provides tools to read, search, and manipulate Memories and Conversations.

    by BasedHardware · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • knowmind

    AI agent memory & knowledge graph, hosted in Germany (GDPR). Recall, relations, store via MCP.

    by Schubeler-Consulting · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Agentverse Memory

    Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.

    by fetchai · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Memory Engine MCP

    Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

    by SimoneB79 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Maindex Expert Memory Service

    Full-control memory API for AI agents — memories, collections, links, search, and bulk operations.

    by maindex.io · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Locul Cloud Memory

    Recall memories, entity profiles and source notes from your Locul cloud brain in any AI chat.

    by locul.ai · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Want this mark on your plugin in our catalog?

Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works

You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built