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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 1,051 to 1,100 of 1,192

Entries
live-memory in namespace io.githubio.github.shofer-dev/live-memory
tether in namespace io.githubio.github.sidyellur/tether
minutes in namespace io.githubio.github.silverstein/minutes
memdocs in namespace io.githubio.github.silversurfer562/memdocs
mnemex in namespace io.githubio.github.simplemindedbot/mnemex
lightning-memory in namespace io.githubio.github.singularityjason/lightning-memory
solucortex-mcp in namespace io.githubio.github.soluai-spa/solucortex-mcp
brains in namespace io.githubio.github.spacecowboyian/brains
memorymesh in namespace io.githubio.github.sparkvibe-io/memorymesh
engram in namespace io.githubio.github.spectra-g/engram
lain in namespace io.githubio.github.spuentesp/lain
neither-mcp in namespace io.githubio.github.stonianua/neither-mcp
adam-framework in namespace io.githubio.github.strangeadvancedmarketing/adam-framework
suma-memory in namespace io.githubio.github.sumanaddanki/suma-memory
MCP server in namespace io.githubio.github.sverklo/sverklo
zaxy in namespace io.githubio.github.syndicalt/zaxy
memory-pulse in namespace io.githubio.github.t-crew/memory-pulse
cosmos-mcp in namespace io.githubio.github.teampolarity/cosmos-mcp
memkeeper in namespace io.githubio.github.teflon07/memkeeper
brainbox in namespace io.githubio.github.thebasedcapital/brainbox
tclp-mcp in namespace io.githubio.github.thechancerylaneproject/tclp-mcp
myco-brain in namespace io.githubio.github.thegoodguysla/myco-brain
memdata in namespace io.githubio.github.thelabvenice/memdata
agent-memory in namespace io.githubio.github.theprodsde/agent-memory
agentbay-mcp in namespace io.githubio.github.thomasjumper/agentbay-mcp
threadctx-mcp in namespace io.githubio.github.threadctx-dev/threadctx-mcp
memory-mcp-lite in namespace io.githubio.github.thuupx/memory-mcp-lite
tdai-memory-mcp in namespace io.githubio.github.tinhien11/tdai-memory-mcp
mnemograph in namespace io.githubio.github.tm42/mnemograph
cozo-memory in namespace io.githubio.github.tobs-code/cozo-memory
mcp-adr-analysis-server in namespace io.githubio.github.tosin2013/mcp-adr-analysis-server
engram in namespace io.githubio.github.tstockham96/engram
mem-context in namespace io.githubio.github.turbyho/mem-context
mindpm in namespace io.githubio.github.umitkavala/mindpm
mcp in namespace io.githubio.github.uuaid/mcp
pindoc in namespace io.githubio.github.var-gg/pindoc
mif-tools in namespace io.githubio.github.varun29ankuS/mif-tools
shodh-memory in namespace io.githubio.github.varun29ankuS/shodh-memory
superlocalmemory in namespace io.githubio.github.varun369/superlocalmemory
mcp-server in namespace io.githubio.github.vectros-ai/mcp-server
veracium in namespace io.githubio.github.veracium-ai/veracium
MCP server in namespace io.githubio.github.verbative/verbative-memory
vibo-mcp in namespace io.githubio.github.vnbochkarev-netizen/vibo-mcp
vibo-memory in namespace io.githubio.github.vnbochkarev-netizen/vibo-memory
flakiness-knowledge-graph-mcp in namespace io.githubio.github.vola-trebla/flakiness-knowledge-graph-mcp
memforge-memory in namespace io.githubio.github.volsier/memforge-memory
deja-vu in namespace io.githubio.github.vshulcz/deja-vu
kireo in namespace io.githubio.github.wang1051992187/kireo
nexo in namespace io.githubio.github.wazionapps/nexo
webbersites-x402-data-api in namespace io.githubio.github.webberdesign/webbersites-x402-data-api

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=22