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 751 to 800 of 1,192

Entries
rag-knowledge-graph-mcp in namespace io.githubio.github.CSOAI-ORG/rag-knowledge-graph-mcp
vector-knowledge-graph-mcp in namespace io.githubio.github.CSOAI-ORG/vector-knowledge-graph-mcp
phloem in namespace io.githubio.github.CanopyHQ/phloem
claude-find in namespace io.githubio.github.Cavinooo/claude-find
ariel-memory in namespace io.githubio.github.Cipher208/ariel-memory
contextual in namespace io.githubio.github.Contextual-Laboratories/contextual
dakera-mcp in namespace io.githubio.github.Dakera-AI/dakera-mcp
mnemo in namespace io.githubio.github.DanceNitra/mnemo
repomemory in namespace io.githubio.github.DanielGuru/repomemory
forensic-deepdive in namespace io.githubio.github.Dhevenddra/forensic-deepdive
a-mem-mcp in namespace io.githubio.github.DiaaAj/a-mem-mcp
ace-context-mcp in namespace io.githubio.github.Dw-Dwain/ace-context-mcp
locus in namespace io.githubio.github.EDKarlsson/locus
audrey in namespace io.githubio.github.Evilander/audrey
gridually-mcp in namespace io.githubio.github.FSHolmberg/gridually-mcp
tensorcad in namespace io.githubio.github.Filip-Pajalic/tensorcad
fimemory in namespace io.githubio.github.FutureAiIndustries/fimemory
epiphany in namespace io.githubio.github.GATSV-tech/epiphany
gctrl in namespace io.githubio.github.GCTRL-TECH/gctrl
mcp-server in namespace io.githubio.github.GabrielaHdzMicrosoft/mcp-server
haki in namespace io.githubio.github.GetHaki/haki
agent-recall in namespace io.githubio.github.Goldentrii/agent-recall
context-oversharing-auditor in namespace io.githubio.github.GuardBee/context-oversharing-auditor
engram in namespace io.githubio.github.HBarefoot/engram
product-cli in namespace io.githubio.github.Hafeok/product-cli
collective-memory in namespace io.githubio.github.Hustada/collective-memory
devin-memory in namespace io.githubio.github.Icaro0310/devin-memory
rlhf-feedback-loop in namespace io.githubio.github.IgorGanapolsky/rlhf-feedback-loop
misakanet in namespace io.githubio.github.Ikalus1988/misakanet
memograph in namespace io.githubio.github.Indhar01/memograph
context-sync in namespace io.githubio.github.Intina47/context-sync
cognitive-substrate in namespace io.githubio.github.JaysonAIOnline/cognitive-substrate
lethe in namespace io.githubio.github.JesusGarcia9009/lethe
context-mem in namespace io.githubio.github.JubaKitiashvili/context-mem
limpet in namespace io.githubio.github.KSym04/limpet
memory-nexus-mcp in namespace io.githubio.github.KairosMobius/memory-nexus-mcp
nexus-memory-mcp in namespace io.githubio.github.KairosMobius/nexus-memory-mcp
khiip in namespace io.githubio.github.KhiipAI/khiip
cuba-memorys in namespace io.githubio.github.LeandroPG19/cuba-memorys
memory-industry in namespace io.githubio.github.LeandroPG19/memory-industry
rememb in namespace io.githubio.github.LuizEduPP/rememb
marm-mcp-server in namespace io.githubio.github.Lyellr88/marm-mcp-server
fixflow in namespace io.githubio.github.MagneticDogSon/fixflow
memorylens-mcp in namespace io.githubio.github.MarcelRoozekrans/memorylens-mcp
verifiable-memory in namespace io.githubio.github.Mars-proj/verifiable-memory
agent-memory in namespace io.githubio.github.MastadoonPrime/agent-memory
SmartMemory in namespace io.githubio.github.MauriceIsrael/SmartMemory
memori-mcp in namespace io.githubio.github.MemoriLabs/memori-mcp
token-savior in namespace io.githubio.github.Mibayy/token-savior
token-savior-recall in namespace io.githubio.github.Mibayy/token-savior-recall

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=16