Skip to content

MCP servers for agent memory

MCP servers whose description speaks of memory, persistent context or recalling earlier sessions.

1,192 servers 2.8% of 43,176 in the directory

This category in numbers

The most frequent value per property, counted across the entries of this category. The full distribution is further down.

Entries

Filter further

Entries 901 to 950 of 1,192

Entries
nexsus in namespace io.githubio.github.dbnexsus/nexsus
prism-coder in namespace io.githubio.github.dcostenco/prism-coder
agent-immune in namespace io.githubio.github.denial-web/agent-immune
claims-mcp in namespace io.githubio.github.dgonzap30/claims-mcp
memex in namespace io.githubio.github.dioniipereyraa/memex
akb in namespace io.githubio.github.dnotitia/akb
ossian-mcp in namespace io.githubio.github.dockndevai/ossian-mcp
neurakeep in namespace io.githubio.github.dominiclachance/neurakeep
keymem in namespace io.githubio.github.donggyun112/keymem
engrm in namespace io.githubio.github.dr12hes/engrm
pmll-memory-mcp in namespace io.githubio.github.drQedwards/pmll-memory-mcp
openeye in namespace io.githubio.github.dumbspacecookie/openeye
looktwice-mcp in namespace io.githubio.github.eason4kim-rocket/looktwice-mcp
nucleus in namespace io.githubio.github.eidetic-works/nucleus
MCP server in namespace io.githubio.github.ejentum/ejentum-mcp
MCP server in namespace io.githubio.github.elephia/elephia
evc-mesh-mcp in namespace io.githubio.github.entire-vc/evc-mesh-mcp
dbgprobe-mcp-server in namespace io.githubio.github.es617/dbgprobe-mcp-server
agentprofile in namespace io.githubio.github.everyai-com/agentprofile
vanguard-memory-node in namespace io.githubio.github.ezumba/vanguard-memory-node
essentials in namespace io.githubio.github.fieldcure/essentials
al-buddy-memory in namespace io.githubio.github.flytomoon/al-buddy-memory
knowledge-mcp in namespace io.githubio.github.fulminate-io/knowledge-mcp
gitmem in namespace io.githubio.github.gitmem-dev/gitmem
knownissue in namespace io.githubio.github.gong8/knownissue
link in namespace io.githubio.github.gowtham0992/link
a2apay in namespace io.githubio.github.groundhogday2011-byte/a2apay
agent-magnet in namespace io.githubio.github.helinakdogan/agent-magnet
cogmemai in namespace io.githubio.github.hifriendbot/cogmemai
edition-api in namespace io.githubio.github.hiroshic9-png/edition-api
google-knowledge-graph in namespace io.githubio.github.houtini-ai/google-knowledge-graph
gather in namespace io.githubio.github.hunta-ai/gather
memex in namespace io.githubio.github.iamtouchskyer/memex
memshelf-mcp in namespace io.githubio.github.ignatenkofi/memshelf-mcp
atlaso in namespace io.githubio.github.imashishkh21/atlaso
mcp-memory in namespace io.githubio.github.infoinlet-marketplace/mcp-memory
tacitus-mcp-server in namespace io.githubio.github.ionasrobert/tacitus-mcp-server
memstack in namespace io.githubio.github.isiomaC/memstack
engram-server in namespace io.githubio.github.jamjet-labs/engram-server
context-keeper in namespace io.githubio.github.jarmstrong158/context-keeper
goldhold in namespace io.githubio.github.jerrysrodz/goldhold
codeseeker in namespace io.githubio.github.jghiringhelli/codeseeker
neurodivergent-memory in namespace io.githubio.github.jmeyer1980/neurodivergent-memory
lore in namespace io.githubio.github.jordanhindo/lore
wikimoth in namespace io.githubio.github.juliangeymonat-jpg/wikimoth
agenticmemory in namespace io.githubio.github.jyswee/agenticmemory
ainpc-cli in namespace io.githubio.github.jyswee/ainpc-cli
project-memory-mcp in namespace io.githubio.github.kaaustubh/project-memory-mcp
engram in namespace io.githubio.github.kael-bit/engram
glasp in namespace io.githubio.github.kazuki-sf/glasp

All 1,192 entries in the list, with filters and pagination

What this category selects

What this category selects
Field of use, derived from the vendor descriptionMemory
derived from: Description (raw)

A derived value carries its original data beside it; the derivation rule is published, with a version, on the methodology page.

Caveats, distribution and query

What this category does not say

  • Field of use, derived from the vendor description is not declared but computed: from Description (raw). The rule is published, with a version, on the methodology page.

What is measured is what a manifest declares, not what a piece of software does. This registry fetches no repository URL, no endpoint and no package index; nothing here is verified. Which value comes from which source, and by which rule it was formed, is set out in the Methodology.

Every sentence here follows from the condition above, not from an assessment.

How this category is distributed

Delivery form (raw)

1,192
Delivery form (raw)
package707 59 %
remote396 33 %
package and remote66 5.5 %
neither23 1.9 %

Execution location

1,192
Execution location
local775 65 %
remote417 35 %

Repository platform (raw)

1,192
Repository platform (raw)
github985 83 %
nothing declared204 17 %
gitlab3 0.3 %

Repository URL listed

1,192
Repository URL listed
yes988 83 %
no204 17 %

Required secrets declared

1,192
Required secrets declared
no1,002 84 %
yes190 16 %

Icon formats (raw)

1,192
Icon formats (raw)
nothing declared1,091 92 %
image/png53 4.4 %
image/svg+xml27 2.3 %
image/png, image/svg+xml19 1.6 %
image/jpeg1 0.1 %
image/webp1 0.1 %

Per property, the measured values inside this category. The share refers to the 1,192 entries of the category, not to the registry. Shown are 6 of 8 properties: those whose values spread the most inside this category.

The same category through the interface

curl -s "https://api.tracevero.com/v1/eintraege?art=mcp_server&einsatzgebiet=gedaechtnis&grenze=200"

The command carries exactly the condition of this page. 1,192 entries at 200 each are 6 requests; the total is in the X-Gesamt header.

Changes to these entries

https://tracevero.com/aenderungen.atom?thema=einsatz-gedaechtnis

Both addresses narrow the change stream to exactly the entries in this category. The feed carries an identifier of its own, so a feed reader keeps it apart from the full stream.

Categories sharing entries with this one

MCP servers as a PyPI package only 4,007 entries in this category268 shared Local MCP servers as a PyPI package only 3,972 entries in this category262 shared Local MCP servers without declared required secrets 13,474 entries in this category665 shared MCP servers available as a package only 14,991 entries in this category707 shared MCP servers over stdio only 13,935 entries in this category658 shared Local MCP servers with a repository URL 16,422 entries in this category737 shared

Per neighbour its own size and the counted number of shared entries. A category without a single shared entry is not listed here.

tracevero · https://tracevero.com/themen/einsatz-gedaechtnis?seite=19