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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 801 to 850 of 1,192

Entries
clarik-mcp-server in namespace io.githubio.github.Mikerichardmail/clarik-mcp-server
engram-cc in namespace io.githubio.github.Morous-Dev/engram-cc
ragmetric-mcp in namespace io.githubio.github.MukundaKatta/ragmetric-mcp
sentinal-mcp in namespace io.githubio.github.Musaraf-M/sentinal-mcp
genome in namespace io.githubio.github.NORTHTEKDevs/genome
nan-forget in namespace io.githubio.github.NaNMesh/nan-forget
locus in namespace io.githubio.github.Nano-Nimbus/locus
nativ in namespace io.githubio.github.Nativ-Technologies/nativ
vector-memory in namespace io.githubio.github.NeerajG03/vector-memory
korg-recall-mcp in namespace io.githubio.github.New1Direction/korg-recall-mcp
flutter_structure_mcp in namespace io.githubio.github.Nilesh9783/flutter_structure_mcp
claude-memory-manager in namespace io.githubio.github.NyxToolsDev/claude-memory-manager
crbro-memory in namespace io.githubio.github.Octonove/crbro-memory
agentos in namespace io.githubio.github.OfficialTanishSharma/agentos
kit-memory-demo in namespace io.githubio.github.PeterAtPondo/kit-memory-demo
one-brain in namespace io.githubio.github.Prophet-git/one-brain
lambdacad-mcp in namespace io.githubio.github.Psalmustrack/lambdacad-mcp
vasperamemory in namespace io.githubio.github.RCOLKITT/vasperamemory
context-vault in namespace io.githubio.github.RajdeepDas43/context-vault
recall in namespace io.githubio.github.RecallWorks/recall
graphkeeper in namespace io.githubio.github.RudrenduPaul/graphkeeper
memtrust in namespace io.githubio.github.RudrenduPaul/memtrust
swarm-rd-orchestrator in namespace io.githubio.github.RudrenduPaul/swarm-rd-orchestrator
swarmmesh in namespace io.githubio.github.RudrenduPaul/swarmmesh
saihm-mcp in namespace io.githubio.github.SAIHM-Admin/saihm-mcp
saihm-mcp-server-pro in namespace io.githubio.github.SAIHM-Admin/saihm-mcp-server-pro
timps in namespace io.githubio.github.Sandeeprdy1729/timps
world-model-mcp in namespace io.githubio.github.SaravananJaichandar/world-model-mcp
filamental in namespace io.githubio.github.Scottnine/filamental
alaya-mcp in namespace io.githubio.github.SecurityRonin/alaya-mcp
tokenmizer in namespace io.githubio.github.Shweta-Mishra-ai/tokenmizer
slimdex-mcp in namespace io.githubio.github.Siddhukaushik/slimdex-mcp
claude-amplifier in namespace io.githubio.github.Sisuthros/claude-amplifier
shelbymcp in namespace io.githubio.github.Studio-Moser/shelbymcp
amnesic in namespace io.githubio.github.SurajKGoyal/amnesic
telemem in namespace io.githubio.github.TeleAI-UAGI/telemem
tinycontext in namespace io.githubio.github.TinySuiteHQ/tinycontext
toolforte in namespace io.githubio.github.Toinedotcom/toolforte
memory in namespace io.githubio.github.VelixarAi/memory
peon-mem in namespace io.githubio.github.VineetV2/peon-mem
wander-agent in namespace io.githubio.github.VirajMishra1/wander-agent
yggdrasil in namespace io.githubio.github.VonderVuflya/yggdrasil
context-first-mcp in namespace io.githubio.github.XJTLUmedia/context-first-mcp
mcp-memory-graph in namespace io.githubio.github.YonasValentin/mcp-memory-graph
koda in namespace io.githubio.github.aabxtract/koda
ori-memory in namespace io.githubio.github.aayoawoyemi/ori-memory
context-cloud in namespace io.githubio.github.abhinavala/context-cloud
robrain in namespace io.githubio.github.adelinamart/robrain
strata in namespace io.githubio.github.agenerationforwordz-tech/strata
MCP server in namespace io.githubio.github.agtrepo/agtrepo-memory

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=17