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MCP servers by use case / Agent memory

Agent memory MCP servers

MCP servers that give an agent long-term memory: store facts, recall them by meaning and build knowledge graphs.

20 servers, ranked by relevance and trust

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WorkingMemory

ai.workingmemory/memory
R0· no sign-inquality 97 · strongtrust 75

Persistent personal memory for AI assistants — save, search, and recall across every MCP client.

matchedsave_memorymanage_memorycapture_memorysearch_memory· 4 tools · ai-ml, productivityno-repository

Cairn.ink Memory

ink.cairn/memory
R2· OAuth, oncequality 83 · goodtrust 95

Cross-session memory for AI agents with a Source Receipt for every memory, over MCP.

0 tools · ai-ml

AiAkiv Memory

com.aiakiv/memory
R2· OAuth, oncequality 100 · strongtrust 100

Shared long-term memory for AI agents: save and recall context as a searchable knowledge graph.

0 tools · ai-ml

Korely Memory

ai.korely/memory
R2· OAuth, oncequality 83 · goodtrust 96

Memory for AI agents that knows what is still true. Typed bi-temporal facts, EU-hosted.

0 tools · ai-ml

Aziel Runtime

io.github.AzielEliab/aziel-runtime
R0· no sign-inquality 80 · goodtrust 96

Governed MCP: agent audit, provenance, deterministic checks, and receipt-backed FragGate execution.

matchedmemory_getmemory_resolvememory_calibratememory_observe· 36 tools · cloud-devops, developer-tools

mitosis

ai.mitosislabs/mitosis
R0· no sign-inquality 83 · goodtrust 88

Mitosis agent-memory platform: pricing, docs search, platform status, agent skills. No auth.

matchedcortex_askcortex_remembercortex_statussearch· 20 tools · cloud-devops, databases

MeshMarket

ai.meshtool/meshmarket
R0· no sign-inquality 81 · newtrust 96

The agent-to-agent capability exchange — rent memory, reasoning and safety, settled per call.

matchedagent-memoryagent-brainagent-brain-smart· 63 tools · ai-ml, commerce

Mnemoverse Memory

io.github.mnemoverse/mcp-memory-server
R2· OAuth, oncequality 83 · goodtrust 97

Hosted agent memory that learns from outcomes, with shared rooms. No key: mcp.mnemoverse.com/mcp

0 tools · ai-ml

Kortexio Memory

io.kortexio/memory
not classifiednot scoredtrust 96

Hosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.

0 tools · files-storage, ai-ml

Worldku Memory

com.worldku/memory
R2· OAuth, oncequality 100 · strongtrust 92

Save AI conversations into your Worldku memory and recall them from any MCP client.

0 tools · ai-ml

MCP Memory

io.github.GermaniU/mcp-memory
L0· runs locallynewtrust 90

Local persistent memory for AI agents: SQLite + FTS5 (BM25) lexical search, zero external infra.

0 tools · ai-ml

Mem0 Cloud

com.saastemly/mem0-cloud
R0· no sign-inquality 79 · goodtrust 82

A hosted agent-memory API shaped like mem0's REST API (an alternative to running mem0 yourself):...

matchedsearch_memoriesadd_memorydelete_memoriesget_memories· 4 tools · files-storage, cloud-devopsno-repository

Gnosis Memory

com.gnosismemory/memory
R2· OAuth, oncequality 83 · goodtrust 88

Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.

0 tools · ai-ml

memory

com.humaux/memory
R2· OAuth, oncequality 83 · goodtrust 88

Persistent long-term memory for AI agents: semantic search, knowledge graph, and task canvas.

0 tools · ai-ml

core.blue

blue.core/memory
R0· no sign-inquality 86 · goodtrust 83

Private, self-describing memory for agents: one house per customer, on a machine of its own.

10 tools · files-storage, ai-mlno-repository

Valet

io.github.valetdotdev/valet
R0· no sign-inquality 89 · goodtrust 77

Get share links, publish and manage websites, artifacts and agents. No account needed.

matchedlist_memoriesset_memorydestroy_memory· 58 tools · developer-tools, web-searchno-repository

MemoryRouter

ai.memoryrouter/memoryrouter
R0· no sign-inquality 94 · strongtrust 79

Persistent AI memory shared across Claude, ChatGPT, coding agents, and compatible MCP clients.

matchedinspect_memorysearch_memoriesforget_all_memoriesdelete_memories· 10 tools · ai-ml, developer-toolsno-repository

Kythene

com.kythene/kythene
R0· no sign-inquality 89 · goodtrust 97

Your AI's work, reviewed by your team, remembered - shared artifacts with review, plus team memory.

matchedrecalllink_memoryrememberdeprecate· 48 tools · developer-tools, productivity

The list follows the registry live: it is what search for “memory” returns, without listings scored poor, published under many names from one repository, or with nothing to connect to. A score is evidence anyone can check, not an audit.