Engram
Rank #4,210glama/staticroostermedia-arch/engram
Headless geometric memory engine for AI agents — no Vector DB, no cloud, no API key. Store and retrieve by meaning using native Vector Symbolic Architecture (NVSA) math over O_DIRECT NVMe mapping. Runs entirely on your machine via MCP.
Engram is a Model Context Protocol (MCP) server published by staticroostermedia-arch. It ranks #4,210 of 132,046 servers tracked on MCP Toplist, and its repository has 18 GitHub stars. Engram is listed on Glama, with 9 release tags tracked from its GitHub repository. It was first listed on Apr 15, 2026 and most recently updated on Aug 4, 2026.
Ranks ahead of 127,836 of 132,046 servers on MCP Toplist.
Use Engram
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%2Fstaticroostermedia-arch%2Fengram)<a href="https://mcptoplist.com/server/glama%2Fstaticroostermedia-arch%2Fengram"><img src="https://mcptoplist.com/badge/glama%2Fstaticroostermedia-arch%2Fengram.svg" alt="MCP Toplist: Top 5% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
staticroostermedia-arch
GitHub releases (9)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.7.0-beta.12 | Aug 4, 2026 |
| v0.7.0-beta.5 | Jun 30, 2026 |
| v0.7.0-beta.4 | Jun 25, 2026 |
| v0.7.0-beta.3 | Jun 21, 2026 |
| v0.7.0-beta.2 | Jun 16, 2026 |
| v0.7.0-beta.1 | Jun 14, 2026 |
| v0.6.0 | Jun 12, 2026 |
| v0.5.0 | Jun 11, 2026 |
| v0.4.0 | Apr 24, 2026 |
Frequently asked questions
- Who maintains Engram?
- Engram is maintained by staticroostermedia-arch, which publishes 1 MCP server (9 total versions) tracked on MCP Toplist.
- Is Engram listed on the Official MCP Registry?
- Engram is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Engram have?
- No registry surfaces explicit version metadata for Engram; MCP Toplist tracks 9 release tags from its GitHub repository, most recently published on Aug 4, 2026.
- Where can I find the source code for Engram?
- The source code for Engram is hosted at github.com/staticroostermedia-arch/engram.
Do you run this server?
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