Skip to content

MCP servers for agent memory

MCP servers whose description speaks of memory, persistent context or recalling earlier sessions.

in this excerpt 855 of 25,181 in the registry
in this excerpt 3.4 % of 25,181 in the registry

What this excerpt selects

What this excerpt selects
Field of useMemory
derived from: Description (raw)

A derived value carries its raw declaration beside it; the derivation rule is published, with a version, on the methodology page.

What this excerpt does not say

Every sentence here follows from the condition above, not from an assessment.

How this excerpt is distributed

Delivery form (raw)

855
Delivery form (raw)
paket552 65 %
remote245 29 %
paket und remote43 5.0 %
keines15 1.8 %

Execution location

855
Execution location
local591 69 %
remote264 31 %

Credentials required

855
Credentials required
no715 84 %
yes140 16 %

Repository platform (raw)

855
Repository platform (raw)
github730 85 %
nothing declared124 15 %
gitlab1 0.1 %

Repository URL listed

855
Repository URL listed
yes731 85 %
no124 15 %

Schema version of the raw record (raw)

855
Schema version of the raw record (raw)
https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json785 92 %
https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json38 4.4 %
https://static.modelcontextprotocol.io/schemas/2025-10-17/server.schema.json17 2.0 %
https://static.modelcontextprotocol.io/schemas/2025-07-09/server.schema.json13 1.5 %
https://static.modelcontextprotocol.io/schemas/2025-09-16/server.schema.json2 0.2 %

Per property, the measured values inside this excerpt. The share refers to the 855 entries of the excerpt, not to the registry. Shown are 6 of 8 properties: those whose values spread the most inside this excerpt.

The same excerpt 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. 855 entries at 200 each are 5 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 excerpt. The feed carries an identifier of its own, so a feed reader keeps it apart from the full stream.

Excerpts sharing entries with this one

MCP servers as a PyPI package only 3,126 entries in this excerpt204 shared Local MCP servers as a PyPI package only 3,107 entries in this excerpt200 shared Local MCP servers without credentials 9,378 entries in this excerpt506 shared MCP servers available as a package only 10,865 entries in this excerpt552 shared MCP servers over stdio only 10,062 entries in this excerpt511 shared Local MCP servers with a repository URL 11,739 entries in this excerpt568 shared

Per neighbour its own size and the counted number of shared entries. An excerpt without a single shared entry is not listed here.

Entries

Entries 801 to 850 of 855

Entries
xaip-mcp-server in namespace io.githubio.github.xkumakichi/xaip-mcp-server
agent-memory-mcp in namespace io.githubio.github.xultrax-web/agent-memory-mcp
instinct in namespace io.githubio.github.yakuphanycl/instinct
agent-memory-os in namespace io.githubio.github.yamantaka520/agent-memory-os
nexusmem in namespace io.githubio.github.yaminbkk/nexusmem
yantrikdb-mcp in namespace io.githubio.github.yantrikos/yantrikdb-mcp
gmem in namespace io.githubio.github.yksanjo/gmem
statecore-mcp in namespace io.githubio.github.yul761/statecore-mcp
memory-mcp in namespace io.githubio.github.yuvalsuede/memory-mcp
knowledge-graph-mcp in namespace io.githubio.github.zcsabbagh/knowledge-graph-mcp
zdravo-cursor in namespace io.githubio.github.zdravo-ai/zdravo-cursor
io.tooloracle/memoryoracleio.tooloracle/memoryoracle
io.wordlift/mcp-serverio.wordlift/mcp-server
kgio.github.nnar1o/kg-mcp
knowmindio.github.Schubeler-Consulting/knowmind
knowmindio.github.WhoSoEverM8/knowmind
lean-memoryio.github.Wuesteon/lean-memory
lk.ghosts/wyrmlk.ghosts/wyrm
mail-indexio.github.alunsoldantarctica/mail-index
mail-indexio.github.unsoldgroup/mail-index
mcp-memory-rsio.github.DioNanos/mcp-memory-rs
mcp-vl-msa-rsio.github.DioNanos/mcp-vl-msa-rs
me.ai-know/memoryme.ai-know/memory
me.pi22by7/in-memoriame.pi22by7/in-memoria
me.reefwith/reefme.reefwith/reef
memexio.github.ayushagrawal288/memex
memexio.github.kioie/memex
memgitdev.memgit/memgit
memoio.github.jagoff/memo
memsproutcom.memsprout/memsprout
metabrainio.github.ariaxhan/metabrain
mnemeio.github.TheGoatPsy/mneme
mneme Recordio.github.OnourImpram/mneme
mwe-mcp — Memory Wiki Engineio.github.Fr4nZ82/mwe-mcp
nMEMORYio.github.menot-you/n-memory
naia GEO Autopilottoday.naia/platform
net.nymbo/toolsnet.nymbo/tools
nlqdb — analytical memory for AI agentscom.nlqdb/nlqdb
page.notepad/notepadpage.notepad/notepad
projectmindio.github.Nodemint-dev/projectmind
rag-ratio.github.cq27-dev/rag-rat
remem-mcp — Local-first MCP Memory + CodeGraph + Wikiio.github.tinhien11/remem-mcp
rmbrio.github.SRock44/rmbr
robo-cortexio.github.robotel-limited/robo-cortex
second-brain MCPio.github.ddmanyes/mcp-second-brain
shynday.shyn/shyn
simulis — marketing brainio.simulis/brain
stagenth · AI 记忆库com.stagenth/memory-kit
state-traceio.github.razroo/state-trace
sysmcpio.github.arunmm8335/sysmcp

All 855 entries in the list, with filters and pagination

tracevero · https://tracevero.com/themen/einsatz-gedaechtnis?seite=17