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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 850 of 25,100 in the registry
in this excerpt 3.4 % of 25,100 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)

850
Delivery form (raw)
paket549 65 %
remote244 29 %
paket und remote42 4.9 %
keines15 1.8 %

Execution location

850
Execution location
local587 69 %
remote263 31 %

Credentials required

850
Credentials required
no712 84 %
yes138 16 %

Repository platform (raw)

850
Repository platform (raw)
github726 85 %
nothing declared123 14 %
gitlab1 0.1 %

Repository URL listed

850
Repository URL listed
yes727 86 %
no123 14 %

Schema version of the raw record (raw)

850
Schema version of the raw record (raw)
https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json780 92 %
https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json38 4.5 %
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 850 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 3,120 entries in this excerpt200 shared Local MCP servers as a PyPI package only 3,101 entries in this excerpt196 shared Local MCP servers without credentials 9,365 entries in this excerpt504 shared MCP servers available as a package only 10,841 entries in this excerpt549 shared MCP servers over stdio only 10,041 entries in this excerpt508 shared Local MCP servers with a repository URL 11,717 entries in this excerpt564 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 451 to 500 of 850

Entries
datamcp — Hosted Model Context Protocol for Databases, APIs, and Agent Memoryio.github.mironovisa/datamcp
dev.memnode/memnodedev.memnode/memnode
dev.veritap/agent-memorydev.veritap/agent-memory
dev.veritap/lockerdev.veritap/locker
dev.workers.perch-app.corvid/corviddev.workers.perch-app.corvid/corvid
ellmos Homebaseio.github.ellmos-ai/ellmos-homebase-mcp
emem, the verifiable memory protocol for the physical worldio.github.Vortx-AI/emem
fish-bridge — Session Knowledge Graphio.github.MakeaMouse/fish-bridge-mcp
garnet-mcpio.github.tarazou9/garnet-mcp
hmem — Humanlike Memory for AI Agentsio.github.Bumblebiber/hmem-mcp
in.creo-memories/mcp-serverin.creo-memories/mcp-server
info.mosaique/mcpinfo.mosaique/mcp
innernetlive.innernet/innernet
io.br8n/mcpio.br8n/mcp
io.brainfile/brainfileio.brainfile/brainfile
bettermemory in namespace io.githubio.github.0Mattias/bettermemory
sutra in namespace io.githubio.github.4rgon4ut/sutra
adaptive-recall in namespace io.githubio.github.AIAppsAPI/adaptive-recall
ainative-memory-mcp in namespace io.githubio.github.AINative-Studio/ainative-memory-mcp
ainative-opencode-memory-mcp in namespace io.githubio.github.AINative-Studio/ainative-opencode-memory-mcp
ainative-zerodb-memory-mcp in namespace io.githubio.github.AINative-Studio/ainative-zerodb-memory-mcp
yodmcp in namespace io.githubio.github.ANAMIZED/yodmcp
Waggle-mcp in namespace io.githubio.github.Abhigyan-Shekhar/Waggle-mcp
neurohive in namespace io.githubio.github.AdelElo13/neurohive
neuromcp in namespace io.githubio.github.AdelElo13/neuromcp
mcp-server in namespace io.githubio.github.Agentled/mcp-server
MCP server in namespace io.githubio.github.AiDimag/aidimag
central-intelligence in namespace io.githubio.github.AlekseiMarchenko/central-intelligence
genesys-memory in namespace io.githubio.github.Astrix-Labs/genesys-memory
tokenmaxxen-mcp in namespace io.githubio.github.AustinMunday/tokenmaxxen-mcp
total-recall in namespace io.githubio.github.Avi-Bendetsky/total-recall
total-recall in namespace io.githubio.github.BAS-More/total-recall
beever-atlas in namespace io.githubio.github.Beever-AI/beever-atlas
seam-runtime in namespace io.githubio.github.BlackhatShiftey/seam-runtime
memory-search-mcp in namespace io.githubio.github.CSOAI-ORG/memory-search-mcp
meok-ev-recall-transport-mcp in namespace io.githubio.github.CSOAI-ORG/meok-ev-recall-transport-mcp
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
dakera-mcp in namespace io.githubio.github.Dakera-AI/dakera-mcp
inspeximus in namespace io.githubio.github.DanceNitra/inspeximus
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

All 850 entries in the list, with filters and pagination

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