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MCP servers for agent memory

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

1,192 servers 2.8% of 43,176 in the directory

This category in numbers

The most frequent value per property, counted across the entries of this category. The full distribution is further down.

Entries

Filter further

Entries 951 to 1,000 of 1,192

Entries
agent-knowledge in namespace io.githubio.github.keshrath/agent-knowledge
agent-memory-mcp in namespace io.githubio.github.kira-autonoma/agent-memory-mcp
krimto in namespace io.githubio.github.krimto-labs/krimto
echocache in namespace io.githubio.github.kskurtveit/echocache
claudex in namespace io.githubio.github.kunwar-shah/claudex
memory-fts in namespace io.githubio.github.kurovu146/memory-fts
agence in namespace io.githubio.github.l-agence/agence
sage in namespace io.githubio.github.l33tdawg/sage
MCP server in namespace io.githubio.github.lanbass869-cell/memtether
memharness in namespace io.githubio.github.las7/memharness
agent-memory in namespace io.githubio.github.lazymac2x/agent-memory
KIP in namespace io.githubio.github.ldclabs/KIP
MCP server in namespace io.githubio.github.learningloons-hash/lithtrix
loreweave in namespace io.githubio.github.lets-order-some-fries/loreweave
author-mcp-server in namespace io.githubio.github.litheonhq/author-mcp-server
MCP server in namespace io.githubio.github.lithtrix/lithtrix
personalbrain-mcp in namespace io.githubio.github.lonniev/personalbrain-mcp
lynx in namespace io.githubio.github.lorenzo-cambiaghi/lynx
melchizedek in namespace io.githubio.github.louis49/melchizedek
mismem in namespace io.githubio.github.lucasmella-stack/mismem
agent-infra-mcp in namespace io.githubio.github.lulzasaur9192/agent-infra-mcp
memini in namespace io.githubio.github.lumayapartners/memini
spomory in namespace io.githubio.github.lyf-wxy/spomory
acmi-mcp in namespace io.githubio.github.madezmedia/acmi-mcp
smolmux-gdb-mcp in namespace io.githubio.github.magnusmalm/smolmux-gdb-mcp
gpp in namespace io.githubio.github.mahabubul470/gpp
thread-mind in namespace io.githubio.github.mahmoud-nb/thread-mind
remem in namespace io.githubio.github.majiayu000/remem
lindas-mcp in namespace io.githubio.github.malkreide/lindas-mcp
longmem in namespace io.githubio.github.marerem/longmem
consensus in namespace io.githubio.github.masterblaster14/consensus
claude-code-organizer in namespace io.githubio.github.mcpware/claude-code-organizer
agent-loop-mcp in namespace io.githubio.github.meharajM/agent-loop-mcp
mem0 in namespace io.githubio.github.mem0ai/mem0
MCP server in namespace io.githubio.github.memoweft/memoweft
MCP server in namespace io.githubio.github.memtomem/memtomem
hot-memory-mcp in namespace io.githubio.github.michael-denyer/hot-memory-mcp
linksee-memory in namespace io.githubio.github.michielinksee/linksee-memory
mifactory-agent-memory in namespace io.githubio.github.mifactory-bot/mifactory-agent-memory
brainllm in namespace io.githubio.github.miisodev/brainllm
sdk in namespace io.githubio.github.mnemopay/sdk
tradememory-protocol in namespace io.githubio.github.mnemox-ai/tradememory-protocol
privacyscrubber-mcp in namespace io.githubio.github.moxno/privacyscrubber-mcp
ztds in namespace io.githubio.github.moxno/ztds
universal-research-mcp in namespace io.githubio.github.mp-juns/universal-research-mcp
open-zk-kb in namespace io.githubio.github.mrosnerr/open-zk-kb
casemgr-mcp in namespace io.githubio.github.mstang/casemgr-mcp
mcp-probe-kit in namespace io.githubio.github.mybolide/mcp-probe-kit
memento-protocol in namespace io.githubio.github.myrakrusemark/memento-protocol
better-code-review-graph in namespace io.githubio.github.n24q02m/better-code-review-graph

All 1,192 entries in the list, with filters and pagination

What this category selects

What this category selects
Field of use, derived from the vendor descriptionMemory
derived from: Description (raw)

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

Caveats, distribution and query

What this category does not say

  • Field of use, derived from the vendor description is not declared but computed: from Description (raw). The rule is published, with a version, on the methodology page.

What is measured is what a manifest declares, not what a piece of software does. This registry fetches no repository URL, no endpoint and no package index; nothing here is verified. Which value comes from which source, and by which rule it was formed, is set out in the Methodology.

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

How this category is distributed

Delivery form (raw)

1,192
Delivery form (raw)
package707 59 %
remote396 33 %
package and remote66 5.5 %
neither23 1.9 %

Execution location

1,192
Execution location
local775 65 %
remote417 35 %

Repository platform (raw)

1,192
Repository platform (raw)
github985 83 %
nothing declared204 17 %
gitlab3 0.3 %

Repository URL listed

1,192
Repository URL listed
yes988 83 %
no204 17 %

Required secrets declared

1,192
Required secrets declared
no1,002 84 %
yes190 16 %

Icon formats (raw)

1,192
Icon formats (raw)
nothing declared1,091 92 %
image/png53 4.4 %
image/svg+xml27 2.3 %
image/png, image/svg+xml19 1.6 %
image/jpeg1 0.1 %
image/webp1 0.1 %

Per property, the measured values inside this category. The share refers to the 1,192 entries of the category, not to the registry. Shown are 6 of 8 properties: those whose values spread the most inside this category.

The same category 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. 1,192 entries at 200 each are 6 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 category. The feed carries an identifier of its own, so a feed reader keeps it apart from the full stream.

Categories sharing entries with this one

MCP servers as a PyPI package only 4,007 entries in this category268 shared Local MCP servers as a PyPI package only 3,972 entries in this category262 shared Local MCP servers without declared required secrets 13,474 entries in this category665 shared MCP servers available as a package only 14,991 entries in this category707 shared MCP servers over stdio only 13,935 entries in this category658 shared Local MCP servers with a repository URL 16,422 entries in this category737 shared

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

tracevero · https://tracevero.com/themen/einsatz-gedaechtnis?seite=20