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 101 to 150 of 850
| ENYAL by Greenland AI | ai.enyal/enyal |
|---|---|
| EP AgentIAM | io.github.achilliesbot/ep-agentiam |
| EchoVault Memory | io.github.go-ports/echovault |
| Emercoin Agent | io.github.emercoin/emercoin-agent |
| Engram | io.github.debragail/engram |
| Engram | io.github.rwnalds/engram |
| Epitome | io.github.gunning4it/epitome-mcp |
| Era Context | app.era/context |
| EvolutionDB Long-Term Memory | io.github.alptekin/evolutiondb-memory |
| Exomem | io.github.Artexis10/exomem |
| FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge g | io.github.adelaidasofia/graph-autotagger-mcp |
| FastMCP server for surgical queries against a vault knowledge graph (NetworkX no | io.github.adelaidasofia/graph-query-mcp |
| Fireweed | io.github.Starksood/fireweed-mcp |
| Forage - MCP Server for AI Agents | io.github.ErnestaLabs/forage |
| Forge Cascade MCP Memory Server | io.github.SunFlash12/forge-cascade-mcp |
| FrameOn | com.frameonlab/frameon |
| GPU MCP Server | io.github.pmady/gpu-mcp-server |
| Giskard Memory | io.github.giskard09/memory |
| Global Agent Memory | io.github.ozankasikci/global-agent-memory |
| Gnosem | dev.gnosem/gnosem |
| Gnosis Memory | com.gnosismemory/memory |
| GoodMemory | io.github.hjqcan/goodmemory |
| GopherHole Agent Hub | io.github.helixdata/gopherhole |
| Granoflow | com.granoflow/mcp-server |
| GrantAi Memory | com.solonai/grantai |
| Graph-Mem | io.github.Sathvik-1007/graphmem-mcp |
| GraphPilot | io.github.graphpilot-oss/graphpilot |
| GrayMatter | io.github.angelnicolasc/graymatter |
| Gryz | io.github.grtwo-jcansler/gryz |
| Handoff | io.github.kirill-sviridov/handoff-mcp |
| Handoff Tracker | io.github.Evozim/handoff-tracker |
| Heartwood Memory — governed memory for AI agents | io.github.jermayne36/heartwood-memory |
| Hebbian Mind | io.github.For-Sunny/hebbian-mind-enterprise |
| Heirmos | com.heirmos/memory |
| HexWitness | io.github.siaginw/hexwitness |
| Hindsight MemPalace | io.github.holetron/hindsight-mempalace |
| Hipocampo MCP | io.github.carrasquelalex1/hipocampo |
| HippoDid MCP Server | io.github.snowmanjy/hippodid-mcp-server |
| Historis | io.github.SvenLC/historis |
| HiveMind | io.github.srotzin/hivemind |
| Hokmah | io.github.davidangularme/hokmah |
| Homestead Memory | io.github.fuckbigtech-ai/homestead-memory |
| Honcho | io.github.plastic-labs/honcho |
| Hoshin Kanri X-Matrix | io.github.wellknownmcp/hoshin-kanri |
| ITHZ MCP | dev.ithz/ithz-mcp |
| IWE | io.github.iwe-org/iwe |
| Infimium | io.github.aryankumar06/infimium |
| InfoLang Memory | ai.infolang/mcp |
| Inite Brain | io.github.inite-ai/inite-brain-service |
| Inkwell | io.github.veronchenko/inkwell-memory |
All 850 entries in the list, with filters and pagination
tracevero · https://tracevero.com/themen/einsatz-gedaechtnis?seite=3