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 301 to 350 of 850
| SAKH — Ayatollah Khamenei Research Corpus | uk.sadiqoon/sakh |
|---|---|
| SAME - Stateless Agent Memory Engine | io.github.sgx-labs/same |
| SENATRAN: Recall | io.github.mcp-dir/senatran_recall-mcp |
| SMRITI Memory | io.github.shivamtyagi18/smriti-memory |
| SMRITI Memory | io.github.smriti-memcore/smriti-memory |
| SNHP — free negotiation math + agent memory | io.github.ryuxik/snhp |
| SPM - Structured Project Memory | com.getspm/spm |
| SUBSTRATE | io.github.PKaldone/substrate |
| Safe-Check (recall + counterfeit) | com.dropwatchhq/safe-check |
| Salesforce AgentForce CKG | io.github.Yarmoluk/ckg-agentforce |
| Savantis Memory | com.savantisai/savantis-memory |
| Seamless | io.github.0spoon/seamless |
| Session Forge | io.github.420247jake/session-forge |
| Snipara Project Intelligence | io.github.Snipara/snipara |
| Spectral — verified-knowledge oracle | com.seespectral/oracle |
| Sprintra | io.github.Sprintra-io/sprintra |
| Squirrel Brain | com.squirrelbrainapp/squirrel-brain |
| Stable Baseline | io.stablebaseline/sb |
| Statement Normalizer | io.github.jfortier93/statement-normalizer-mcp |
| Stellar Memory | io.github.sangjun0000/stellar-memory |
| Sthayi | io.github.sthayi-ai/sthayi |
| Stompy – AI Memory for Claude & MCP Agents | ai.stompy/stompy |
| StremAI | io.github.thomasjumper/stremai |
| StudioMeyer MCP Suite | io.studiomeyer/mcp-suite |
| StudioMeyer Memory | io.studiomeyer/memory |
| Subconscious | io.github.vishaltorc/subconscious-mcp |
| Synap Memory | ai.maximem/synap |
| Synapse Layer — Trust Infrastructure for AI Agents | io.github.SynapseLayer/synapse-layer |
| Synapse Layer — Zero-Knowledge Memory | io.github.SynapseLayer/synapse-secure-memory |
| Synaptic Code Intelligence | io.github.ColinVaughn/synaptic |
| Synchronex | ai.synchronex/mcp-proxy |
| Syntology | ai.syntology/graph |
| THOR | io.github.nworks3d/thor |
| TMCRA Agent Memory | io.github.reshuibuduo/tmcra-mcp-server |
| Tabula | io.github.nikhilbhima/tabula |
| Talamus | io.github.ampres-ai/talamus |
| Taproot | com.taproothq/taproot |
| TeamShared | io.github.xhad/teamshared |
| Telys — on-device memory | io.github.thyn-ai/telys |
| Tempreon — Personal AI Memory | com.tempreon/tempreon |
| Tentra — Memory for AI Coding Agents | io.github.rdanieli/tentra |
| TestGraph | io.github.BBCBasic/testgraph |
| Thronglets | io.github.Shangri-la-0428/thronglets |
| Titen Memory | io.github.RamaAditya49/titen-memory |
| TokenKnows | io.github.johnnywuj81/tokenknows |
| Toolbelt | io.github.toolbeltai/toolbelt |
| Toon Memory | io.github.LuiggiVal08/toon-memory |
| Tribal | io.github.tribal-memory/tribal |
| Tulimoa Gateway | com.tulimoa/gateway |
| Tycana | io.github.tycana/tycana |
All 850 entries in the list, with filters and pagination
tracevero · https://tracevero.com/themen/einsatz-gedaechtnis?seite=7