universal-memory-service
Rank #57,613glama/clawdbrunner/universal-memory-service
Self-hosted service providing unified memory search and write operations across file-based memory, vector embeddings, and the Graphiti temporal knowledge graph, accessible via HTTP API or MCP stdio transport.
universal-memory-service is a Model Context Protocol (MCP) server published by clawdbrunner. It ranks #57,613 of 137,492 servers tracked on MCP Toplist, and its repository has 3 GitHub stars. universal-memory-service is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 21, 2026.
Ranks ahead of 79,879 of 137,492 servers on MCP Toplist.
Use universal-memory-service
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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%2Fclawdbrunner%2Funiversal-memory-service)<a href="https://mcptoplist.com/server/glama%2Fclawdbrunner%2Funiversal-memory-service"><img src="https://mcptoplist.com/badge/glama%2Fclawdbrunner%2Funiversal-memory-service.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
clawdbrunner
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains universal-memory-service?
- universal-memory-service is maintained by clawdbrunner, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is universal-memory-service listed on the Official MCP Registry?
- universal-memory-service is not on the Official MCP Registry. It is listed on Glama.
- How many versions does universal-memory-service have?
- universal-memory-service ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for universal-memory-service?
- The source code for universal-memory-service is hosted at github.com/clawdbrunner/universal-memory-service.
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.