SERVER

engram

Rank #4,945

glama/raya-ac/engram

A cognitive memory system for MCP that provides hybrid retrieval, memory layers, entity graph, and 83 tools for recall, remember, codebase scanning, and more.

First listed
Apr 22, 2026
Last publish date
Sep 20, 2026
OVERVIEW

engram is a Model Context Protocol (MCP) server published by raya-ac. It ranks #4,945 of 137,492 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. engram is listed on Glama, with 11 release tags tracked from its GitHub repository. It was first listed on Apr 22, 2026 and most recently updated on Sep 20, 2026.

STANDING
#4,945of 137,492 tracked serversTop 5%

Ranks ahead of 132,547 of 137,492 servers on MCP Toplist.

CONNECT

Use engram

No setupRuns out of the box

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.

BADGE

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MCP Toplist: Top 5% of 137,492
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fraya-ac%2Fengram.svg)](https://mcptoplist.com/server/glama%2Fraya-ac%2Fengram)
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<a href="https://mcptoplist.com/server/glama%2Fraya-ac%2Fengram"><img src="https://mcptoplist.com/badge/glama%2Fraya-ac%2Fengram.svg" alt="MCP Toplist: Top 5% of 137,492" /></a>

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REGISTRIES

Listed on 1 registry

ORGANIZATION

raya-ac

Organization
Servers in org
1
Versions across org
11
VERSIONS

GitHub releases (11)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

v0.3.2 · Apr 22, 2026v0.4.1 · Apr 22, 2026v0.5.0 · Apr 23, 2026v0.5.1 · Apr 23, 2026v0.5.2 · Apr 23, 2026v0.6.0 · Sep 18, 2026v0.6.1 · Sep 18, 2026v0.6.2 · Sep 19, 2026v0.7.0 · Sep 20, 2026v0.8.0 · Sep 20, 2026v0.8.1 · Sep 20, 2026Apr 22, 2026Sep 20, 2026
VersionPublished
v0.8.1Sep 20, 2026
v0.8.0Sep 20, 2026
v0.7.0Sep 20, 2026
v0.6.2Sep 19, 2026
v0.6.1Sep 18, 2026
v0.6.0Sep 18, 2026
v0.5.2Apr 23, 2026
v0.5.1Apr 23, 2026
v0.5.0Apr 23, 2026
v0.4.1Apr 22, 2026
v0.3.2Apr 22, 2026
FAQ

Frequently asked questions

Who maintains engram?
engram is maintained by raya-ac, which publishes 1 MCP server (11 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 11 release tags from its GitHub repository, most recently published on Sep 20, 2026.
Where can I find the source code for engram?
The source code for engram is hosted at github.com/raya-ac/engram.
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