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
- 775 65 % Execution location: local
- 988 83 % Repository URL listed: yes
- 1,002 84 % Required secrets declared: no
- 707 59 % Delivery form (raw): package
The most frequent value per property, counted across the entries of this category. The full distribution is further down.
Entries
Filter further
- Execution location: local
- Execution location: remote
- Required secrets declared: no
- Required secrets declared: yes
- Repository URL listed: yes
- Repository URL listed: no
- recently updated first
Entries 51 to 100 of 1,192
| Armbrain | io.github.benfinklea/armbrain |
|---|---|
| Arroway | io.github.oaleviola/arroway |
| Artel | io.github.NicolasPrimeau/artel |
| Assertion Memory | io.github.Assertion-AI/assertion |
| Astria | io.github.Nodesify/astria |
| Attestari | io.github.attestari/attestari |
| Attested Memory Market | io.github.alexar76/attested-memory |
| Attestor | io.github.bolnet/attestor |
| Auditable memory (memory3l) | io.github.jayzht/memory3l-mcp |
| Aura | dev.rohnelt.aura/aura |
| Awareness Local | io.github.everest-an/awareness-local |
| BanditDB | com.banditdb/mcp |
| Banyan Memory | io.github.labacacia/banyan-memory |
| Baron Munchausen | io.github.shinegang/baron |
| Bee: Quantum Intelligence | io.github.heossihq/bee-public |
| Bhived MCP | io.github.ArtKeyAi/bhived-mcp |
| Bilinc | io.github.atakanelik34/bilinc |
| Blue Synergy Cortex | io.github.novotapeter-bs/cortex |
| Bluet | dev.bluet/bluet |
| Booboo | io.github.jessedu29260-netizen/booboo |
| Booboo | io.github.jessymariau/booboo |
| Bourdon | ai.bourdon/bourdon |
| BrainBrainBrains | io.github.aiaiohhh/bbb-mcp-server |
| Brainbox | dev.thexi/brainbox |
| Brainfeather | com.brainfeather/mcp |
| Brainiall Memory | com.brainiall/memory |
| Brains | io.github.brainsforai/brains-mcp-connector |
| BrainstormRouter MCP Server | io.github.justinjilg/brainstormrouter |
| Builderforce Memory | io.github.SeanHogg/builderforce-memory |
| CLIO Node Hardware | io.github.iowarp/node-hardware-mcp |
| CLS++ Memory | io.github.rajamohan1950/cls-memory |
| CP Memory | io.github.CJhuochai/cp-memory |
| CPersona | io.github.Cloto-dev/cpersona |
| Cairn | io.github.jasondostal/cairn-mcp |
| Cairn Remembers | io.github.CairnRemembers/cairn-remembers |
| Cairn.ink Memory | ink.cairn/memory |
| Calera FINSEC — Certified SEC Memory | io.github.CaseyYahbara/finsec |
| Callosium | io.github.callosium/callosium |
| Cambium | io.github.jarmstrong158/cambium |
| Capital Markets Agents: MCP+A2A Canada | io.github.allooloo/cm-kg |
| Career Craft.ing | io.github.AndreaBarghigiani/career-crafting |
| Cathedral — Persistent Memory for AI Agents | io.github.AILIFE1/cathedral-mcp |
| ChainMemory | io.github.chaelynet/chainmemory |
| ChangePacket | io.github.MisfitMEdiAhouse/changepacket |
| Chart Library — Market-state research | io.github.grahammccain/chart-library |
| ChatCrystal | io.github.ZengLiangYi/chatcrystal |
| Chief Dreamer | com.modernmustardseed/chief-dreamer |
| China Product Recall & Safety Search | io.github.huangjunsong404-crypto/china-product-recall-safety |
| Chip MCP | digital.chip-ai/chip |
| ChronoKey | io.github.Dyln01/chronokey |
All 1,192 entries in the list, with filters and pagination
What this category selects
| Field of use, derived from the vendor description | Memory 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| package | 707 59 % |
|---|---|
| remote | 396 33 % |
| package and remote | 66 5.5 % |
| neither | 23 1.9 % |
Execution location
1,192| local | 775 65 % |
|---|---|
| remote | 417 35 % |
Repository platform (raw)
1,192| github | 985 83 % |
|---|---|
| nothing declared | 204 17 % |
| gitlab | 3 0.3 % |
Repository URL listed
1,192| yes | 988 83 % |
|---|---|
| no | 204 17 % |
Required secrets declared
1,192| no | 1,002 84 % |
|---|---|
| yes | 190 16 % |
Icon formats (raw)
1,192| nothing declared | 1,091 92 % |
|---|---|
| image/png | 53 4.4 % |
| image/svg+xml | 27 2.3 % |
| image/png, image/svg+xml | 19 1.6 % |
| image/jpeg | 1 0.1 % |
| image/webp | 1 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
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=2