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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.

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Changes to these entries

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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 551 to 600 of 855

Entries
graphkeeper in namespace io.githubio.github.RudrenduPaul/graphkeeper
memtrust in namespace io.githubio.github.RudrenduPaul/memtrust
swarm-rd-orchestrator in namespace io.githubio.github.RudrenduPaul/swarm-rd-orchestrator
swarmmesh in namespace io.githubio.github.RudrenduPaul/swarmmesh
saihm-mcp in namespace io.githubio.github.SAIHM-Admin/saihm-mcp
saihm-mcp-server-pro in namespace io.githubio.github.SAIHM-Admin/saihm-mcp-server-pro
timps in namespace io.githubio.github.Sandeeprdy1729/timps
world-model-mcp in namespace io.githubio.github.SaravananJaichandar/world-model-mcp
filamental in namespace io.githubio.github.Scottnine/filamental
alaya-mcp in namespace io.githubio.github.SecurityRonin/alaya-mcp
tokenmizer in namespace io.githubio.github.Shweta-Mishra-ai/tokenmizer
slimdex-mcp in namespace io.githubio.github.Siddhukaushik/slimdex-mcp
claude-amplifier in namespace io.githubio.github.Sisuthros/claude-amplifier
shelbymcp in namespace io.githubio.github.Studio-Moser/shelbymcp
amnesic in namespace io.githubio.github.SurajKGoyal/amnesic
telemem in namespace io.githubio.github.TeleAI-UAGI/telemem
tinycontext in namespace io.githubio.github.TinySuiteHQ/tinycontext
memory in namespace io.githubio.github.VelixarAi/memory
peon-mem in namespace io.githubio.github.VineetV2/peon-mem
wander-agent in namespace io.githubio.github.VirajMishra1/wander-agent
yggdrasil in namespace io.githubio.github.VonderVuflya/yggdrasil
context-first-mcp in namespace io.githubio.github.XJTLUmedia/context-first-mcp
redis-mcp in namespace io.githubio.github.YawLabs/redis-mcp
mcp-memory-graph in namespace io.githubio.github.YonasValentin/mcp-memory-graph
ori-memory in namespace io.githubio.github.aayoawoyemi/ori-memory
context-cloud in namespace io.githubio.github.abhinavala/context-cloud
robrain in namespace io.githubio.github.adelinamart/robrain
strata in namespace io.githubio.github.agenerationforwordz-tech/strata
color-engine-mcp in namespace io.githubio.github.aimsise/color-engine-mcp
meridian in namespace io.githubio.github.ajc3xc/meridian
contextforge-mcp in namespace io.githubio.github.alfredoizdev/contextforge-mcp
mengram in namespace io.githubio.github.alibaizhanov/mengram
cli in namespace io.githubio.github.aligndottech/cli
ai-memory in namespace io.githubio.github.alphaonedev/ai-memory
elefante in namespace io.githubio.github.amenophis1er/elefante
jamgate in namespace io.githubio.github.amirj4m/jamgate
mcp-memento in namespace io.githubio.github.annibale-x/mcp-memento
mcp-webgate in namespace io.githubio.github.annibale-x/mcp-webgate
MCP server in namespace io.githubio.github.anup-khanal/aidimag
tempera in namespace io.githubio.github.anvanster/tempera
MCP server in namespace io.githubio.github.archetypal-ai/archetypal-ai
nativ in namespace io.githubio.github.ashish-nativ/nativ
fusionpact-vectordb in namespace io.githubio.github.atul-fusionpact/fusionpact-vectordb
memocall in namespace io.githubio.github.baodq06/memocall
project-knowledge-mcp in namespace io.githubio.github.batook22/project-knowledge-mcp
changegamer in namespace io.githubio.github.beneb89/changegamer
todox in namespace io.githubio.github.beydemirfurkan/todox
memoir in namespace io.githubio.github.bighippoman/memoir
memory-arbiter-mcp in namespace io.githubio.github.billy12151/memory-arbiter-mcp
omni-mcp-server in namespace io.githubio.github.bitofacoder/omni-mcp-server

All 855 entries in the list, with filters and pagination

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