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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 301 to 350 of 1,192

Entries
M1K3app.m1k3/m1k3
M3 Memoryio.github.skynetcmd/m3-memory
MADB — Agent Memory Databaseio.github.spshkar84/madb-memory
MCP Assist — Coordination Memoryio.github.aliomraniH/mcp-assist-memory
MCP AutoMemio.github.verygoodplugins/mcp-automem
MCP Context Cardio.github.Wolfe-Jam/mcp-context-card
MCP Light Memoryio.github.PeterPirog/mcp-light-memory
MCP Memory Graphio.github.RetroRobAI/mcp-memory-graph
MCP OpenClaw Extensionsio.github.romainsantoli-web/mcp-openclaw
MCPFax Vehicle Diagnosticscom.mcpscores/vehicle-fault-codes
MIMRYio.github.jbacalso24/mimry
MINDio.github.theastraway/mind
MMW Managed Memory Workspaceio.github.msingatullin/mmw
MPM-Codingio.github.halflifezyf2680/mpm-coding
Magnemoai.magnemo/magnemo
Maindex Expert Memory Serviceio.maindex/expert
Maindex Smart Memory Serviceio.maindex/smart
Marrowid.marrow/marrow
Marrowio.github.aryawidjaja/marrow
MarsNMeio.github.Marsmanleo/marsnme
Mash Primedev.mashprime/mashprime
Meeba Brainio.github.meemoprasad/meeba-brain
Megastructure Arcai.megastructure/arc
Mem0 Cloudcom.saastemly/mem0-cloud
MemAuthorityio.github.iasi777/memauthority
MemCellai.memcell/memcell
MemHeaven — Self-hosted Remote MCP Memory for ChatGPTio.github.nazar256/memheaven
MemPersistio.github.ravhirizaldi/mempersist
MemQ Team Syncai.multinex/memq
MemVault MCP Serverio.github.dreamor/memvault
Memantoio.github.moorcheh-ai/memanto
Memchatscom.memchats/memchats
Mementoio.github.scrypster/memento
Mementoio.github.jee1/memento-mcp-server
Mementoio.github.mementoagi/memento
MemoCat — Shared AI Memoryio.github.MontyGovernance/memocat-mcp
MemoFS MCP Serverdev.memofs/mcp-server
Memocoreai.memocore/mcp
Memoire partageelive.alpic.memoire-partagee-ffe6c8c2/Memoire-partagee
Memoize — persistent agent memoryio.github.harrisonford/memoize
MemoraEUio.github.pquattro/memoraeu
MemoraEUio.github.pquattro/memoraeu-mcp
Memorixio.github.AVIDS2/memorix
Memory Engine MCPio.github.SimoneB79/memory-engine-mcp
Memory Fabricio.github.elViRafa/memory-fabric
Memory Kernelio.github.Artem362/memory-kernel
Memory MCP Serverio.github.j0hanz/memory-mcp
Memory OS AIio.github.romainsantoli-web/memory-os-ai
Memory Vaultio.github.MihaiBuilds/memory-vault
Memory Vaultio.github.apurv101/memory-vault

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=7