MCP servers for agent memory
MCP servers whose description speaks of memory, persistent context or recalling earlier sessions.
What this excerpt selects
| Field of use | Memory 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
- Field of use is not declared but computed: from Description (raw). The rule is published, with a version, on the methodology page.
- None of this is verified. This registry fetches no repository URL, no endpoint and no package index. What is measured is what a manifest declares, not what a piece of software does.
Every sentence here follows from the condition above, not from an assessment.
How this excerpt is distributed
Delivery form (raw)
850| paket | 549 65 % |
|---|---|
| remote | 244 29 % |
| paket und remote | 42 4.9 % |
| keines | 15 1.8 % |
Execution location
850| local | 587 69 % |
|---|---|
| remote | 263 31 % |
Credentials required
850| no | 712 84 % |
|---|---|
| yes | 138 16 % |
Repository platform (raw)
850| github | 726 85 % |
|---|---|
| nothing declared | 123 14 % |
| gitlab | 1 0.1 % |
Repository URL listed
850| yes | 727 86 % |
|---|---|
| no | 123 14 % |
Schema version of the raw record (raw)
850| https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json | 780 92 % |
|---|---|
| https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json | 38 4.5 % |
| https://static.modelcontextprotocol.io/schemas/2025-10-17/server.schema.json | 17 2.0 % |
| https://static.modelcontextprotocol.io/schemas/2025-07-09/server.schema.json | 13 1.5 % |
| https://static.modelcontextprotocol.io/schemas/2025-09-16/server.schema.json | 2 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
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
| JProfiler | io.github.ej-technologies/jprofiler-mcp |
|---|---|
| Jade Note | app.jadenote/jade-note |
| Junê | io.github.Junemind/june-mcp |
| JustOnce | ai.justonce/memory |
| Kai CSV Profiler | io.dedyn.kai-system-agent/csv-profiler |
| Kawa Code | ai.kawacode/mcp |
| Khwan | ai.khwan/khwan-mcp |
| Kindex | io.github.jmcentire/kindex |
| Kirok Memory | io.github.TadFuji/kirok-mcp |
| Konstruct | io.github.alright-alright/konstruct |
| Kortexio Memory | io.kortexio/memory |
| Kythene | com.kythene/kythene |
| LadderFlow | ai.ladderflow/mcp |
| Leteo | io.github.asanabrial/leteo |
| Lex | dev.smartergpt/lex |
| Lex | io.github.Guffawaffle/lex |
| Lians Agent Memory | io.github.ebeirne/lians |
| Liminary | io.liminary.api/mcp |
| LinkLore | io.linklore/llre |
| Linux MCP | io.github.Mohabdo21/linux-mcp |
| Lithtrix — Identity, Memory & Trust for AI Agents | ai.lithtrix/lithtrix-mcp |
| Living Memory | to.viibe/living-memory |
| Local Memory | io.github.studiomeyer-io/local-memory-mcp |
| LocalKeep | io.github.zuneracodes/localkeep |
| Localize.io | io.localize/localize-io |
| LogiSheets | io.github.logisky/logisheets-mcp |
| Longhand | io.github.Wynelson94/longhand |
| Lore | io.github.agentkitai/lore |
| Lore Context | io.github.Lore-Context/lore-context-mcp |
| LuckMeAI | com.luckmeai/mcp |
| M3 Memory | io.github.skynetcmd/m3-memory |
| MADB — Agent Memory Database | io.github.spshkar84/madb-memory |
| MCP Assist — Coordination Memory | io.github.aliomraniH/mcp-assist-memory |
| MCP AutoMem | io.github.verygoodplugins/mcp-automem |
| MCP Memory Graph | io.github.RetroRobAI/mcp-memory-graph |
| MCP OpenClaw Extensions | io.github.romainsantoli-web/mcp-openclaw |
| MIND | io.github.theastraway/mind |
| MPM-Coding | io.github.halflifezyf2680/mpm-coding |
| Maindex Expert Memory Service | io.maindex/expert |
| Maindex Smart Memory Service | io.maindex/smart |
| Marrow | id.marrow/marrow |
| Marrow | io.github.aryawidjaja/marrow |
| MarsNMe | io.github.Marsmanleo/marsnme |
| MemHeaven — Self-hosted Remote MCP Memory for ChatGPT | io.github.nazar256/memheaven |
| Memento | io.github.scrypster/memento |
| MemoFS MCP Server | dev.memofs/mcp-server |
| Memocore | ai.memocore/mcp |
| Memoire partagee | live.alpic.memoire-partagee-ffe6c8c2/Memoire-partagee |
| MemoraEU | io.github.pquattro/memoraeu |
| MemoraEU | io.github.pquattro/memoraeu-mcp |
All 850 entries in the list, with filters and pagination
tracevero · https://tracevero.com/themen/einsatz-gedaechtnis?seite=4