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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 1,001 to 1,050 of 1,192

Entries
crg in namespace io.githubio.github.n24q02m/crg
mnemo in namespace io.githubio.github.n24q02m/mnemo
mnemo-mcp in namespace io.githubio.github.n24q02m/mnemo-mcp
mcp-neo4j-memory in namespace io.githubio.github.neo4j-contrib/mcp-neo4j-memory
nex in namespace io.githubio.github.nex-crm/nex
iranti in namespace io.githubio.github.nfemmanuel/iranti
neural-memory in namespace io.githubio.github.nhadaututtheky/neural-memory
mnemon-mcp in namespace io.githubio.github.nikitacometa/mnemon-mcp
octopus-blackboard in namespace io.githubio.github.octoryn/octopus-blackboard
core in namespace io.githubio.github.omega-memory/core
enquire-mcp in namespace io.githubio.github.oomkapwn/enquire-mcp
mcp-server in namespace io.githubio.github.opencontext-team/mcp-server
openfuse-mcp in namespace io.githubio.github.openfused/openfuse-mcp
smara in namespace io.githubio.github.parallelromb/smara
plexus in namespace io.githubio.github.pcas-io/plexus
anneal-memory in namespace io.githubio.github.phillipclapham/anneal-memory
bolor-brain-mcp in namespace io.githubio.github.photoxpedia/bolor-brain-mcp
in-memoria in namespace io.githubio.github.pi22by7/in-memoria
kernal-mcp in namespace io.githubio.github.pintomatic/kernal-mcp
plur in namespace io.githubio.github.plur-ai/plur
cgraphy in namespace io.githubio.github.pmgarg/cgraphy
continuum in namespace io.githubio.github.pouyahasanamreji/continuum
memex in namespace io.githubio.github.pragneshbagary/memex
vin-recall-mcp in namespace io.githubio.github.pratikmehkarkar/vin-recall-mcp
pensieve in namespace io.githubio.github.praveen-ilangovan/pensieve
kairn in namespace io.githubio.github.primeline-ai/kairn
logbook in namespace io.githubio.github.promptwheel-ai/logbook
bsp-mcp in namespace io.githubio.github.pscale-commons/bsp-mcp
purmemo in namespace io.githubio.github.purmemo-ai/purmemo
codemesh in namespace io.githubio.github.pyalwin/codemesh
hypermarrow-mcp in namespace io.githubio.github.qianqiuwanzi/hypermarrow-mcp
memorykit in namespace io.githubio.github.rapozoantonio/memorykit
raras in namespace io.githubio.github.rarasAI/raras
llm-kosh in namespace io.githubio.github.rastogivaibhav/llm-kosh
mindmap-mcp-server in namespace io.githubio.github.ravi-labs/mindmap-mcp-server
rigour in namespace io.githubio.github.rigour-labs/rigour
projectmem in namespace io.githubio.github.riponcm/projectmem
mcp-ordali-memory in namespace io.githubio.github.robin-deruyck/mcp-ordali-memory
cap-shield in namespace io.githubio.github.robinlidberg-dot/cap-shield
perf in namespace io.githubio.github.rog0x/perf
cognitive-ai-memory in namespace io.githubio.github.sachitrafa/cognitive-ai-memory
mindforge in namespace io.githubio.github.sairam0424/mindforge
sentarion in namespace io.githubio.github.sammyboi81/sentarion
agentram-mcp in namespace io.githubio.github.seanmarkwei/agentram-mcp
clude in namespace io.githubio.github.sebbsssss/clude
automotive-mcp in namespace io.githubio.github.sercanmetalore/automotive-mcp
brain-protocol in namespace io.githubio.github.seritalien/brain-protocol
memory in namespace io.githubio.github.shackleai/memory
memory in namespace io.githubio.github.sharedmemoryai/memory
agoradm in namespace io.githubio.github.shichuanqiong/agoradm

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=21