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 601 to 650 of 1,192

Entries
WinstonRedGuard MCP Serverio.github.WRG-11/wrg-mcp-server
Word Orb — English vocabulary for reader glossariesio.github.nicoletterankin/orb-platform
Workfileio.github.illodev/workfile
WorkingMemoryai.workingmemory/memory
Workledgeai.workledge/workledge
Worldku Memorycom.worldku/memory
Wuniq KE (Knowledge Engine)com.wuniq/wuniq
XMemoio.github.yonro/xmemo
Xentropy Notes — Memory Layer for AIio.github.xjpru/xentropy-notes
Yagami AI Context Firewallio.github.MatthewTracy/yagami
Yapsio.github.richawo/yaps
Yempik Company Brainai.yempik/company-brain
YourMemoryio.github.sachitrafa/yourmemory
Zekraio.github.fadymondy/zekra
ZenBrain Memoryai.zensation/zenbrain
ZenVaulteu.zenvault/zenvault
Zenfinancetech.zenfin/zenfinance
ZettelForgeio.github.rolandpg/zettelforge
Zeus Memory — Enterprise Intelligence Platformio.analyticlabs/zeus-memory
Zikkaronio.github.amanhij/zikkaron
adrkit decision memorydev.adrkit/mcp
agentic-recallio.github.dfrancislyondflabc-tech/agentic-recall
agentmemio.github.Thezenmonster/agentmem
agentmemio.github.oxgeneral/agentmem
agenttooldev.agenttool/agenttool
ai.atlaso/mcpai.atlaso/mcp
ai.butlerbrain/mcpai.butlerbrain/mcp
ai.dataecho/mcpai.dataecho/mcp
ai.emberverse/emberverseai.emberverse/emberverse
ai.getthroughline/throughlineai.getthroughline/throughline
ai.meminal/meminalai.meminal/meminal
ai.mitosislabs/mitosisai.mitosislabs/mitosis
ai.multi-turn/enactaai.multi-turn/enacta
ai.nocturnus/logic-serverai.nocturnus/logic-server
ai.odei/connectai.odei/connect
ai.orgsdk/mcpai.orgsdk/mcp
MCP server in namespace ai.smitheryai.smithery/Leghis-smart-thinking
ai.sovantica/engravaai.sovantica/engrava
ai.taskive/mcpai.taskive/mcp
ai.tigertiger/tigertigerai.tigertiger/tigertiger
ai.zimac/mnemaai.zimac/mnema
ai.zine/mcpai.zine/mcp
aicooliesio.github.rasitakyol/aicoolies
aide-memoryio.github.aide-memory/aide-memory
aisio.github.Anode1/ais
alethechio.github.eddyflores100-lang/alethech
amu-pgvectorio.github.sangaraju1988/amu-pgvector
anairyspiritio.github.Seventhwalllab/anairyspirit
app.anamneseai/anamneseapp.anamneseai/anamnese
app.twiceshy/twiceshyapp.twiceshy/twiceshy

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=13