mesh-memory
Rank #115,469glama/dklymentiev/mesh-memory
Self-hosted semantic memory for AI agents. Save worklogs, decisions, and notes via MCP, then recall them across sessions by meaning rather than keyword. Backed by Postgres + pgvector with local embeddings (multilingual-e5-base).
What you can do with mesh-memory
mesh-memory is a Model Context Protocol (MCP) server published by dklymentiev. It ranks #115,469 of 150,963 active servers on MCP Toplist, and its repository has 1 GitHub stars. mesh-memory is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on May 25, 2026.
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 mesh-memory 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 mesh-memory
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
Declared by Glama, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect mesh-memory 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 mesh-memoryyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- May 25, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 22, 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 22, 2026
- Glama ↗listed since May 26, 2026 · still listed
Do you maintain mesh-memory? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does 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 35,494 of 150,963 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%2Fdklymentiev%2Fmesh-memory)<a href="https://mcptoplist.com/server/glama%2Fdklymentiev%2Fmesh-memory"><img src="https://mcptoplist.com/badge/glama%2Fdklymentiev%2Fmesh-memory.svg" alt="MCP Toplist: #115,469 of 150,963" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains mesh-memory?
- mesh-memory is maintained by dklymentiev, which publishes 2 MCP servers (1 total version) tracked on MCP Toplist.
- Is mesh-memory listed on the Official MCP Registry?
- mesh-memory is not on the Official MCP Registry. It is listed on Glama.
- How many versions does mesh-memory have?
- Version information is unavailable for mesh-memory: 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 mesh-memory?
- The source code for mesh-memory is hosted at github.com/dklymentiev/mesh-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.