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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.

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. 850 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 3,120 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 151 to 200 of 850

Entries
JProfilerio.github.ej-technologies/jprofiler-mcp
Jade Noteapp.jadenote/jade-note
Junêio.github.Junemind/june-mcp
JustOnceai.justonce/memory
Kai CSV Profilerio.dedyn.kai-system-agent/csv-profiler
Kawa Codeai.kawacode/mcp
Khwanai.khwan/khwan-mcp
Kindexio.github.jmcentire/kindex
Kirok Memoryio.github.TadFuji/kirok-mcp
Konstructio.github.alright-alright/konstruct
Kortexio Memoryio.kortexio/memory
Kythenecom.kythene/kythene
LadderFlowai.ladderflow/mcp
Leteoio.github.asanabrial/leteo
Lexdev.smartergpt/lex
Lexio.github.Guffawaffle/lex
Lians Agent Memoryio.github.ebeirne/lians
Liminaryio.liminary.api/mcp
LinkLoreio.linklore/llre
Linux MCPio.github.Mohabdo21/linux-mcp
Lithtrix — Identity, Memory & Trust for AI Agentsai.lithtrix/lithtrix-mcp
Living Memoryto.viibe/living-memory
Local Memoryio.github.studiomeyer-io/local-memory-mcp
LocalKeepio.github.zuneracodes/localkeep
Localize.ioio.localize/localize-io
LogiSheetsio.github.logisky/logisheets-mcp
Longhandio.github.Wynelson94/longhand
Loreio.github.agentkitai/lore
Lore Contextio.github.Lore-Context/lore-context-mcp
LuckMeAIcom.luckmeai/mcp
M3 Memoryio.github.skynetcmd/m3-memory
MADB — Agent Memory Databaseio.github.spshkar84/madb-memory
MCP Assist — Coordination Memoryio.github.aliomraniH/mcp-assist-memory
MCP AutoMemio.github.verygoodplugins/mcp-automem
MCP Memory Graphio.github.RetroRobAI/mcp-memory-graph
MCP OpenClaw Extensionsio.github.romainsantoli-web/mcp-openclaw
MINDio.github.theastraway/mind
MPM-Codingio.github.halflifezyf2680/mpm-coding
Maindex Expert Memory Serviceio.maindex/expert
Maindex Smart Memory Serviceio.maindex/smart
Marrowid.marrow/marrow
Marrowio.github.aryawidjaja/marrow
MarsNMeio.github.Marsmanleo/marsnme
MemHeaven — Self-hosted Remote MCP Memory for ChatGPTio.github.nazar256/memheaven
Mementoio.github.scrypster/memento
MemoFS MCP Serverdev.memofs/mcp-server
Memocoreai.memocore/mcp
Memoire partageelive.alpic.memoire-partagee-ffe6c8c2/Memoire-partagee
MemoraEUio.github.pquattro/memoraeu
MemoraEUio.github.pquattro/memoraeu-mcp

All 850 entries in the list, with filters and pagination

tracevero · https://tracevero.com/themen/einsatz-gedaechtnis?seite=4