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 251 to 300 of 850
| Octobrain | io.github.Muvon/octobrain |
|---|---|
| On Board | io.github.swisspra/On_Board |
| OneDroid Engram | ai.onedroid/engram |
| OntoRamp Knowledge Cartographer | com.ontoramp/knowledge-cartographer |
| Open Brain | io.github.Bobby-cell-commits/open-brain |
| OpenAkashic | io.github.szara7678/openakashic |
| OpenOCD Debugger | io.github.microhenrio/openocd-mcp |
| Opentargets | io.github.pipeworx-io/opentargets |
| Operations Pulse | org.openlyuseful/operations-pulse |
| Orb Platform | io.github.nicoletterankin/orb-platform |
| Orbismo | com.orbismo/orbismo |
| PMB AI | io.github.oleksiijko/pmb-ai |
| Palace | io.github.AncientiCe/palace-rs |
| Palim | io.github.joleschmidt/palim |
| Palinode | io.github.phasespace-labs/palinode |
| Panella | io.github.panellatech/panella |
| Pastepile | com.pastepile/mcp |
| Pathrule | io.pathrule/pathrule-remote-mcp |
| Penfield Memory | io.github.penfieldlabs/penfield-mcp |
| Pensyve | io.github.major7apps/pensyve |
| Perenna | io.github.scarletkc/perenna |
| Performance Co-Pilot | io.github.major/pcp |
| Perseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents | io.github.Perseus-Computing-LLC/mimir |
| Perseus Vault — persistent, encrypted memory for AI agents | io.github.Perseus-Computing-LLC/perseus-vault |
| Perseus — Live Context Engine for AI Agents | io.github.tcconnally/perseus |
| Persis | io.github.alright-alright/persis |
| Persome | io.github.Intuition-Lab/personal-model |
| Pharaoh | so.pharaoh/pharaoh |
| Polypack Memory | io.github.imattau/polypack-mcp |
| Postgram | io.github.ivo-toby/postgram |
| Procheiron | io.github.logotheusneuro-cpu/procheiron |
| Provenio — Art Intelligence | io.github.mildo-ai/provenio |
| Pseudolife Memory | io.github.Pseudogiant-xr/pseudolife-mcp |
| Queue AIops | io.github.AIops-tools/queue-aiops |
| QuillCaddie MCP | com.quillcaddie.www/mcp |
| RAWThink | io.github.ygtalp/rawthink-mcp |
| RE-call MCP Memory Server | io.github.GiulioDER/re-call |
| Rarefied Earth Groundwork MCP | io.github.Rarefied-Earth/groundwork |
| Ratary Memory MCP | io.github.ontorata/ratary |
| Recall | io.github.mcp-dir/recall-mcp |
| Recall — persistent memory for agents | dev.workers.notdown-app.recall/memory |
| RecallChecker — Vehicle Safety Recalls | com.checkrecall/vehicle-recalls |
| RecallMax-Neural | io.github.Evozim/recallmax |
| Recite MCP | io.github.rivradev/recite-mcp |
| Recognitium | com.recognitium/recognitium |
| Remembra — AI Memory Layer | io.github.remembra-ai/remembra |
| RemembrallMCP | io.github.cdnsteve/remembrallmcp |
| Repo Memory | io.github.yubinkim444/repo-memory |
| ResumeQuick | app.resumequick/resumequick |
| Runlog | org.runlog/runlog |
All 850 entries in the list, with filters and pagination
tracevero · https://tracevero.com/themen/einsatz-gedaechtnis?seite=6