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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 1 to 50 of 850

Entries
0Latency Memoryio.github.jghiglia2380/0latency
6DuckLearn MCPcom.6ducklearn/mcp
AI Agent Memoryio.github.xiangzi1126/ai-agent-memory-mcp
AI Context Flownetwork.plurality/ai-context-flow
AI Cortex Storagedev.aic0rt3x.memory/mcp
AImcom.aim-journal/aim
Ace Memoryio.github.rudedoggg/ace-memory
Achriomcom.achriom/achriom
Acta — Verifiable Agent Memoryio.github.Kylewilson04/acta-mcp
Adaptive Memory Graphio.github.raskolnikovdd/adaptive-memory-graph
Afterpathsio.github.burnssa/afterpaths
Agendumio.github.sralli/agendum
Agent Memory MCPio.github.ipiton/agent-memory-mcp
AgentBrinkcom.agentbrink.www/mcp
AgentPlaybooksai.agentplaybooks/agentplaybooks
Agentage Memoryio.agentage/memory
Agentic Task System (ATS)io.github.renezander030/agentic-task-system
Agently Braindev.agently/brain
Agentmemory MCPspace.agentmemory/agentmemory-mcp
Agentverse Memoryio.github.fetchai/agentverse-memory
AiAkiv Memorycom.aiakiv/memory
AiPayGen — 65+ AI Tools as an MCP Serverio.github.Damien829/aipaygen
Aiqbee Braincom.aiqbee/brain
AitherOS ADKio.github.Aitherium/aither-adk
Ambercom.ambermem/amber
Ambixai.ambix/ambix
Anamnesisio.github.oscardvs/anamnesis
AnchorDBio.github.jolovicdev/anchordb
Andishru.andish/andish-mcp
Arcai.megastructure/arc
Arc Researchcom.getarcresearch/arc-research
Arcabuild.arca.mcp/arca-mcp-server
Archivist AIio.github.Astrotomic/archivist-ai
Ariadneio.github.mclaut/ariadne
ArkHive MCPio.github.sammyboi81/arkhive
Armbrainio.github.benfinklea/armbrain
Artelio.github.NicolasPrimeau/artel
Attestariio.github.attestari/attestari
Attestorio.github.bolnet/attestor
Auradev.rohnelt.aura/aura
BanditDBcom.banditdb/mcp
Banyan Memoryio.github.labacacia/banyan-memory
Bee by HEOSSIio.github.heossihq/bee-public
Bhived MCPio.github.ArtKeyAi/bhived-mcp
Bilincio.github.atakanelik34/bilinc
Boobooio.github.jessedu29260-netizen/booboo
Boobooio.github.jessymariau/booboo
Bourdonai.bourdon/bourdon
BrainBrainBrainsio.github.aiaiohhh/bbb-mcp-server
Brainboxdev.thexi/brainbox

All 850 entries in the list, with filters and pagination

tracevero · https://tracevero.com/themen/einsatz-gedaechtnis