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 1 to 50 of 850
| 0Latency Memory | io.github.jghiglia2380/0latency |
|---|---|
| 6DuckLearn MCP | com.6ducklearn/mcp |
| AI Agent Memory | io.github.xiangzi1126/ai-agent-memory-mcp |
| AI Context Flow | network.plurality/ai-context-flow |
| AI Cortex Storage | dev.aic0rt3x.memory/mcp |
| AIm | com.aim-journal/aim |
| Ace Memory | io.github.rudedoggg/ace-memory |
| Achriom | com.achriom/achriom |
| Acta — Verifiable Agent Memory | io.github.Kylewilson04/acta-mcp |
| Adaptive Memory Graph | io.github.raskolnikovdd/adaptive-memory-graph |
| Afterpaths | io.github.burnssa/afterpaths |
| Agendum | io.github.sralli/agendum |
| Agent Memory MCP | io.github.ipiton/agent-memory-mcp |
| AgentBrink | com.agentbrink.www/mcp |
| AgentPlaybooks | ai.agentplaybooks/agentplaybooks |
| Agentage Memory | io.agentage/memory |
| Agentic Task System (ATS) | io.github.renezander030/agentic-task-system |
| Agently Brain | dev.agently/brain |
| Agentmemory MCP | space.agentmemory/agentmemory-mcp |
| Agentverse Memory | io.github.fetchai/agentverse-memory |
| AiAkiv Memory | com.aiakiv/memory |
| AiPayGen — 65+ AI Tools as an MCP Server | io.github.Damien829/aipaygen |
| Aiqbee Brain | com.aiqbee/brain |
| AitherOS ADK | io.github.Aitherium/aither-adk |
| Amber | com.ambermem/amber |
| Ambix | ai.ambix/ambix |
| Anamnesis | io.github.oscardvs/anamnesis |
| AnchorDB | io.github.jolovicdev/anchordb |
| Andish | ru.andish/andish-mcp |
| Arc | ai.megastructure/arc |
| Arc Research | com.getarcresearch/arc-research |
| Arca | build.arca.mcp/arca-mcp-server |
| Archivist AI | io.github.Astrotomic/archivist-ai |
| Ariadne | io.github.mclaut/ariadne |
| ArkHive MCP | io.github.sammyboi81/arkhive |
| Armbrain | io.github.benfinklea/armbrain |
| Artel | io.github.NicolasPrimeau/artel |
| Attestari | io.github.attestari/attestari |
| Attestor | io.github.bolnet/attestor |
| Aura | dev.rohnelt.aura/aura |
| BanditDB | com.banditdb/mcp |
| Banyan Memory | io.github.labacacia/banyan-memory |
| Bee by HEOSSI | io.github.heossihq/bee-public |
| Bhived MCP | io.github.ArtKeyAi/bhived-mcp |
| Bilinc | io.github.atakanelik34/bilinc |
| Booboo | io.github.jessedu29260-netizen/booboo |
| Booboo | io.github.jessymariau/booboo |
| Bourdon | ai.bourdon/bourdon |
| BrainBrainBrains | io.github.aiaiohhh/bbb-mcp-server |
| Brainbox | dev.thexi/brainbox |
All 850 entries in the list, with filters and pagination
tracevero · https://tracevero.com/themen/einsatz-gedaechtnis