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)
855| paket | 552 65 % |
|---|---|
| remote | 245 29 % |
| paket und remote | 43 5.0 % |
| keines | 15 1.8 % |
Execution location
855| local | 591 69 % |
|---|---|
| remote | 264 31 % |
Credentials required
855| no | 715 84 % |
|---|---|
| yes | 140 16 % |
Repository platform (raw)
855| github | 730 85 % |
|---|---|
| nothing declared | 124 15 % |
| gitlab | 1 0.1 % |
Repository URL listed
855| yes | 731 85 % |
|---|---|
| no | 124 15 % |
Schema version of the raw record (raw)
855| https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json | 785 92 % |
|---|---|
| https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json | 38 4.4 % |
| 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 855 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. 855 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 801 to 850 of 855
| xaip-mcp-server in namespace io.github | io.github.xkumakichi/xaip-mcp-server |
|---|---|
| agent-memory-mcp in namespace io.github | io.github.xultrax-web/agent-memory-mcp |
| instinct in namespace io.github | io.github.yakuphanycl/instinct |
| agent-memory-os in namespace io.github | io.github.yamantaka520/agent-memory-os |
| nexusmem in namespace io.github | io.github.yaminbkk/nexusmem |
| yantrikdb-mcp in namespace io.github | io.github.yantrikos/yantrikdb-mcp |
| gmem in namespace io.github | io.github.yksanjo/gmem |
| statecore-mcp in namespace io.github | io.github.yul761/statecore-mcp |
| memory-mcp in namespace io.github | io.github.yuvalsuede/memory-mcp |
| knowledge-graph-mcp in namespace io.github | io.github.zcsabbagh/knowledge-graph-mcp |
| zdravo-cursor in namespace io.github | io.github.zdravo-ai/zdravo-cursor |
| io.tooloracle/memoryoracle | io.tooloracle/memoryoracle |
| io.wordlift/mcp-server | io.wordlift/mcp-server |
| kg | io.github.nnar1o/kg-mcp |
| knowmind | io.github.Schubeler-Consulting/knowmind |
| knowmind | io.github.WhoSoEverM8/knowmind |
| lean-memory | io.github.Wuesteon/lean-memory |
| lk.ghosts/wyrm | lk.ghosts/wyrm |
| mail-index | io.github.alunsoldantarctica/mail-index |
| mail-index | io.github.unsoldgroup/mail-index |
| mcp-memory-rs | io.github.DioNanos/mcp-memory-rs |
| mcp-vl-msa-rs | io.github.DioNanos/mcp-vl-msa-rs |
| me.ai-know/memory | me.ai-know/memory |
| me.pi22by7/in-memoria | me.pi22by7/in-memoria |
| me.reefwith/reef | me.reefwith/reef |
| memex | io.github.ayushagrawal288/memex |
| memex | io.github.kioie/memex |
| memgit | dev.memgit/memgit |
| memo | io.github.jagoff/memo |
| memsprout | com.memsprout/memsprout |
| metabrain | io.github.ariaxhan/metabrain |
| mneme | io.github.TheGoatPsy/mneme |
| mneme Record | io.github.OnourImpram/mneme |
| mwe-mcp — Memory Wiki Engine | io.github.Fr4nZ82/mwe-mcp |
| nMEMORY | io.github.menot-you/n-memory |
| naia GEO Autopilot | today.naia/platform |
| net.nymbo/tools | net.nymbo/tools |
| nlqdb — analytical memory for AI agents | com.nlqdb/nlqdb |
| page.notepad/notepad | page.notepad/notepad |
| projectmind | io.github.Nodemint-dev/projectmind |
| rag-rat | io.github.cq27-dev/rag-rat |
| remem-mcp — Local-first MCP Memory + CodeGraph + Wiki | io.github.tinhien11/remem-mcp |
| rmbr | io.github.SRock44/rmbr |
| robo-cortex | io.github.robotel-limited/robo-cortex |
| second-brain MCP | io.github.ddmanyes/mcp-second-brain |
| shyn | day.shyn/shyn |
| simulis — marketing brain | io.simulis/brain |
| stagenth · AI 记忆库 | com.stagenth/memory-kit |
| state-trace | io.github.razroo/state-trace |
| sysmcp | io.github.arunmm8335/sysmcp |
All 855 entries in the list, with filters and pagination
tracevero · https://tracevero.com/themen/einsatz-gedaechtnis?seite=17