Knowledge Graph Memory Server
Rank #62,737glama/guinacio/better-memory-mcp
A persistent memory system using a local knowledge graph that enables Claude to remember information about users across chats, with advanced search, graph traversal, and filtering capabilities for entities, relations, and observations.
What you can do with Knowledge Graph Memory Server
Knowledge Graph Memory Server is a Model Context Protocol (MCP) server published by guinacio. It ranks #62,737 of 144,396 active servers on MCP Toplist. Knowledge Graph Memory Server is listed on Glama, with 1 release tag tracked from its GitHub repository. It was first listed on Dec 16, 2025 and most recently updated on Dec 20, 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 Knowledge Graph 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 Knowledge Graph 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 Glama, 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 Knowledge Graph 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
- mcp-google-workspace#8,222
- LangChain MCP Client Streamlit App#18,749
- Google Calendar MCP Server#38,841
No task-specific alternatives are catalogued for Knowledge Graph Memory Serveryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Dec 16, 2025
- Latest release tag
- Dec 20, 2025
- Version history
- 1 release tag tracked (below)
- Requirements evidence
- Declared by Glama, 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
- Glama ↗listed since Apr 26, 2026 · still listed
Do you maintain Knowledge Graph Memory Server? to correct or enrich this profile.
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| extension | Dec 20, 2025 |
Ranks ahead of 81,659 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/glama%2Fguinacio%2Fbetter-memory-mcp)<a href="https://mcptoplist.com/server/glama%2Fguinacio%2Fbetter-memory-mcp"><img src="https://mcptoplist.com/badge/glama%2Fguinacio%2Fbetter-memory-mcp.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Knowledge Graph Memory Server?
- Knowledge Graph Memory Server is maintained by guinacio, which publishes 4 MCP servers (18 total versions) tracked on MCP Toplist.
- Is Knowledge Graph Memory Server listed on the Official MCP Registry?
- Knowledge Graph Memory Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Knowledge Graph Memory Server have?
- No registry surfaces explicit version metadata for Knowledge Graph Memory Server; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Dec 20, 2025.
- Where can I find the source code for Knowledge Graph Memory Server?
- The source code for Knowledge Graph Memory Server is hosted at github.com/guinacio/better-memory-mcp.
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.