Knowledge Graph Memory Server
Rank #19,017glama/T1nker-1220/memories-with-lessons-mcp-server
Enhances user interaction through a persistent memory system that remembers information across chats and learns from past errors by utilizing a local knowledge graph and lesson management.
What you can do with Knowledge Graph Memory Server
Knowledge Graph Memory Server is a Model Context Protocol (MCP) server published by t1nker-1220. It ranks #19,017 of 151,203 active servers on MCP Toplist, and its repository has 52 GitHub stars. Knowledge Graph Memory Server is listed across 3 registries — Glama, PulseMCP and mcp.so; no version information is available from the registries that list it or from its repository. It was first listed on Feb 13, 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
No registry MCP Toplist tracks declares this server’s credentials or configuration, and it has no public endpoint to probe. Check the repository README before installing.
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
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
- Feb 13, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- None — no registry declares requirements and there is no public endpoint to probe
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 23, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
- mcp.so ↗listed since Jun 4, 2026 · still listed
Do you maintain Knowledge Graph 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 132,186 of 151,203 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%2FT1nker-1220%2Fmemories-with-lessons-mcp-server)<a href="https://mcptoplist.com/server/glama%2FT1nker-1220%2Fmemories-with-lessons-mcp-server"><img src="https://mcptoplist.com/badge/glama%2FT1nker-1220%2Fmemories-with-lessons-mcp-server.svg" alt="MCP Toplist: Top 25% of 151,203" /></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 t1nker-1220, which publishes 2 MCP servers 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, PulseMCP and mcp.so.
- How many versions does Knowledge Graph Memory Server have?
- Version information is unavailable for Knowledge Graph 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 Knowledge Graph Memory Server?
- The source code for Knowledge Graph Memory Server is hosted at github.com/t1nker-1220/memories-with-lessons-mcp-server.
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.