SERVER

Engram

Rank #16,781

pulsemcp/oscillatelabs-engram

Event-sourced memory system with semantic vector search, DuckDB storage, multi-tenant groups, and temporal filtering.

10 release tags
6 GitHub stars
by oscillatelabsllc (2 servers)View repository ↗
First listed
Feb 7, 2026
Last publish date
Jul 8, 2026
PURPOSE

What you can do with Engram

Engram is a Model Context Protocol (MCP) server published by oscillatelabsllc. It ranks #16,781 of 144,396 active servers on MCP Toplist, and its repository has 6 GitHub stars. Engram is listed on PulseMCP, with 10 release tags tracked from its GitHub repository. It was first listed on Feb 7, 2026 and most recently updated on Jul 8, 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.

CAPABILITIES AND LIMITATIONS

What Engram can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Engram

Not verifiedRequirements not verified

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.

INSTALLATION AND FIRST TASK

Connect Engram and confirm it works

Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.

First successful task

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.

ALTERNATIVES

When to choose another server

Other servers by oscillatelabsllc
View all oscillatelabsllc servers →

No task-specific alternatives are catalogued for Engramyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Feb 7, 2026
Latest release tag
Jul 8, 2026
Version history
10 release tags tracked (below)
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
Aug 31, 2026
Registry sightings

Do you maintain Engram? to correct or enrich this profile.

VERSIONS

GitHub releases (10)

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

v2.2.2 · Mar 15, 2026v2.3.0 · Mar 23, 2026v2.4.0 · Mar 23, 2026v2.5.0 · Mar 25, 2026v2.5.1 · Apr 23, 2026v2.6.0 · Jul 4, 2026v2.6.1 · Jul 5, 2026v2.6.2 · Jul 7, 2026v2.7.0 · Jul 7, 2026v3.0.0 · Jul 8, 2026Mar 15, 2026Jul 8, 2026
VersionPublished
v3.0.0Jul 8, 2026
v2.7.0Jul 7, 2026
v2.6.2Jul 7, 2026
v2.6.1Jul 5, 2026
v2.6.0Jul 4, 2026
v2.5.1Apr 23, 2026
v2.5.0Mar 25, 2026
v2.4.0Mar 23, 2026
v2.3.0Mar 23, 2026
v2.2.2Mar 15, 2026
STANDING
#16,781of 144,396 active serversTop 25%

Ranks ahead of 127,615 of 144,396 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 25% of 144,396
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FAQ

Frequently asked questions

Who maintains Engram?
Engram is maintained by oscillatelabsllc, which publishes 2 MCP servers (18 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 PulseMCP.
How many versions does Engram have?
No registry surfaces explicit version metadata for Engram; MCP Toplist tracks 10 release tags from its GitHub repository, most recently published on Jul 8, 2026.
Where can I find the source code for Engram?
The source code for Engram is hosted at github.com/oscillatelabsllc/engram.
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