Neo4j Agent Memory Server
Rank #33,082smithery/knowall-ai/mcp-neo4j-agent-memory
Neo4j Agent Memory enables AI assistants to build and query persistent knowledge graphs. Store information as nodes, create meaningful relationships between them, and search across your connected data. Unlike simple key-value stores, this graph-based approach captures how information relates, providing rich context for more intelligent responses. ### Key Features: * **Store facts as nodes** - people, places, organizations, projects, events * **Connect with semantic relationships** - KNOWS, WORKS_AT, CREATED, MANAGES * **Word-tokenized search** - finds "John" OR "Smith" when searching "John Smith" * **Date filtering** - find memories created after specific dates * **Multi-hop traversal** - explore connections up to 3 levels deep * **Automatic timestamps** - track when memories were created * **Flexible schema** - use any label or property you need * **Relationship properties** - add context like "since: 2023" to connections * **10 specialized tools** - search, create, update, delete memories and connections * **LLM-friendly design** - simple atomic operations, AI handles the intelligence Build persistent, queryable knowledge graphs that grow smarter over time.
What you can do with Neo4j Agent Memory Server
Neo4j Agent Memory Server is a Model Context Protocol (MCP) server published by knowall-ai. It ranks #33,082 of 144,396 active servers on MCP Toplist, and its repository has 69 GitHub stars. Neo4j Agent Memory Server is listed across 3 registries — Smithery, PulseMCP and Glama; no version information is available from the registries that list it or from its repository. It was first listed on Nov 2, 2025.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Neo4j Agent Memory Server can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Neo4j Agent Memory Server
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Smithery, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Neo4j Agent Memory Server and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for Neo4j Agent Memory Serveryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Nov 2, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Smithery, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Smithery ↗listed since May 6, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · delisted, last seen Jun 4, 2026
- Glama ↗listed since Jun 4, 2026 · delisted, last seen Jun 4, 2026
Do you maintain Neo4j Agent Memory Server? to correct or enrich this profile.
Version information unavailable
The registries that list this server do not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 111,314 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/smithery%2Fknowall-ai%2Fmcp-neo4j-agent-memory)<a href="https://mcptoplist.com/server/smithery%2Fknowall-ai%2Fmcp-neo4j-agent-memory"><img src="https://mcptoplist.com/badge/smithery%2Fknowall-ai%2Fmcp-neo4j-agent-memory.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Neo4j Agent Memory Server?
- Neo4j Agent Memory Server is maintained by knowall-ai, which publishes 5 MCP servers (3 total versions) tracked on MCP Toplist.
- Is Neo4j Agent Memory Server listed on the Official MCP Registry?
- Neo4j Agent Memory Server is not on the Official MCP Registry. It is listed on Smithery, PulseMCP and Glama.
- How many versions does Neo4j Agent Memory Server have?
- Version information is unavailable for Neo4j Agent Memory Server: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for Neo4j Agent Memory Server?
- The source code for Neo4j Agent Memory Server is hosted at github.com/knowall-ai/mcp-neo4j-agent-memory.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.