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 51 to 100 of 850
| Brains | io.github.brainsforai/brains-mcp-connector |
|---|---|
| BrainstormRouter MCP Server | io.github.justinjilg/brainstormrouter |
| CLS++ Memory | io.github.rajamohan1950/cls-memory |
| CPersona | io.github.Cloto-dev/cpersona |
| Cairn | io.github.jasondostal/cairn-mcp |
| Calera FINSEC — Certified SEC Memory | io.github.CaseyYahbara/finsec |
| Callosium | io.github.callosium/callosium |
| Cambium | io.github.jarmstrong158/cambium |
| Career Craft.ing | io.github.AndreaBarghigiani/career-crafting |
| Cathedral — Persistent Memory for AI Agents | io.github.AILIFE1/cathedral-mcp |
| ChangePacket | io.github.MisfitMEdiAhouse/changepacket |
| ChatCrystal | io.github.ZengLiangYi/chatcrystal |
| Citadel | dev.citadeldb/mcp |
| ClariLayer | io.github.clarilayer/clarilayer |
| Codebase Memory | io.github.DeusData/codebase-memory-mcp |
| CogniRelay | io.github.stef-k/cognirelay |
| CommitLore | io.github.MongLong0214/commitlore |
| Compartment | io.github.MaxFreedomPollard/compartment |
| Context Fabric | io.github.VIKAS9793/context-fabric |
| ContextBridge | io.github.ThunderEagle/context-bridge |
| ContextDB Memory | io.github.mikhailbovt/contextdb-memory |
| ContextLattice | io.github.sheawinkler/contextlattice |
| ContextLayer | io.github.DotNova/context-layer |
| ContextStream | io.contextstream/mcp |
| ContextStream MCP Server | io.github.contextstreamio/mcp-server |
| Contexta | cc.contexta/contexta-mcp |
| Contextful | io.github.Inferensys/contextful |
| Conventions MCP | io.github.FedgeNo/conventions-mcp |
| Copilot Memory MCP | io.github.LabForgeDev/copilot-memory-mcp |
| Cortex | io.github.FilippoPilo/cortex |
| Cortex Memory Engine | io.github.gambletan/cortex |
| CrowTerminal - External Brain for AI Agents | io.github.WillNigri/crowterminal |
| CryptoAgentMail | io.github.influqa/crypto-agent-mail |
| DELPHI Oracle | io.github.achilliesbot/delphi-oracle |
| DIS — Singular Intelligence Domain | live.sidai/dis |
| DataGraph | io.github.team-earth/datagraph |
| DeepMem | io.github.deepmemteam/deepmem |
| Delimit | io.github.delimit-ai/delimit |
| Dense Knowledge | io.github.Lucky44k/dense-knowledge-mcp |
| DevTime | io.github.Shakargy/devtime |
| Diffbot | io.github.pipeworx-io/diffbot |
| Dijin Memory | co.dijin/memory |
| DistributionOS | dev.distributionos/distributionos |
| DocDeploy | io.docdeploy.www/mcp-server |
| Docmancer | dev.docmancer/docmancer |
| DollhouseMCP | io.github.DollhouseMCP/mcp-server |
| DoneThat | ai.donethat/donethat |
| Doriku | io.doriku/task-manager |
| Droste | io.github.lorismascio17/droste-memory |
| DunSocial | com.dunsocial/dunsocial |
All 850 entries in the list, with filters and pagination
tracevero · https://tracevero.com/themen/einsatz-gedaechtnis?seite=2