long term memory mcp servers

25 tagged long term memory, measured the same way as everything else here.

Browse within: agent-memory 14ai-memory 5knowledge-graph 5

telemem

01

TeleAI-UAGI/telemem

MCP server Claude CodeCodexCursor +2

Long-term & multimodal memory for AI agents — character isolation, video pipeline, MCP server, mem0-compatible. Runs locally from the telemem Python package. Needs 3 environment variables to run.

486 8d ago A tokens not measured original Apache-2.0

memx

02

NeoLi00/memX

MCP server Claude CodeCodexCursor +2

MCP server "memx" as configured in NeoLi00/memX. Runs ${CLAUDE_PLUGIN_ROOT}/dist/.runtime/src/bin/memx-mcp.mjs with node. Needs 3 environment variables to run.

407 3mo ago A tokens not measured original MIT

deepmem

03

deepmemteam/deepmem

MCP server Claude CodeCodexCursor +2

Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically. Remote server at deepmem.dev.

98 15d ago A tokens not measured original MIT

emem

04

Vortx-AI/emem

MCP server Claude CodeCodexCursor +2

MCP server "emem" as configured in Vortx-AI/emem. Runs in Docker (ghcr.io/vortx-ai/emem:latest). Needs 5 environment variables to run.

56 4d ago A tokens not measured original Apache-2.0

zenbrain

05

zensation-ai/zenbrain

MCP server Claude CodeCodexCursor +2

Seven-layer agent memory: episodic, semantic, procedural and core. Local SQLite, no account. Runs locally from the @zensation/mcp npm package. Needs 2 environment variables to run.

21 2d ago A tokens not measured original Apache-2.0

memory-layer

06

runtimenoteslabs/memory-layer

MCP server Claude CodeCodexCursor +2

MCP server "memory-layer" as configured in runtimenoteslabs/memory-layer. Launched with mem serve --mcp. Needs 2 environment variables to run.

10 3mo ago A tokens not measured original MIT

distill-kura

07

lna-lab/distill-kura

MCP server Claude CodeCodexCursor +2

MCP server "distill-kura" as configured in lna-lab/distill-kura. Runs locally from the distill-kura Python package.

9 9d ago A tokens not measured original MIT

veracium

08

veracium-ai/Veracium

MCP server Claude CodeCodexCursor +2

Provenance-aware memory for AI agents. Runs locally from the veracium Python package. Needs 3 environment variables to run.

8 yesterday A tokens not measured original MIT

memoweft

09

memoweft/memoweft

MCP server Claude CodeCodexCursor +2

Portable AI memory as MCP tools: five reads and three controlled writes. Runs locally from the @memoweft/mcp-server npm package. Needs 1 environment variable to run.

4 8d ago A tokens not measured original MIT

pseudolife-memory

10

Pseudogiant-xr/Pseudolife-MCP

MCP server Claude CodeCodexCursor +2

MCP server "pseudolife-memory" as configured in Pseudogiant-xr/Pseudolife-MCP. Launched with C:\path\to\Pseudolife-MCP\.venv\Scripts\pseudolife-mcp.exe. Needs 3 environment variables to run.

4 yesterday A tokens not measured original Apache-2.0

pseudolife-mcp

11

Pseudogiant-xr/Pseudolife-MCP

MCP server Claude CodeCodexCursor +2

Pseudolife persistent long-term memory for MCP-compatible coding agents. Runs locally from the pseudolife-mcp Python package.

4 yesterday A tokens not measured original Apache-2.0

memheaven

12

nazar256/memheaven

MCP server Claude CodeCodexCursor +2

Self-hosted remote MCP memory server for ChatGPT and AI agents. Remote server at {worker_domain}.

2 19d ago A tokens not measured original MIT

memoryplugin

13

memoryplugin/agent-skills

MCP server Claude CodeCodexCursor +2

MCP server "memoryplugin", hosted remotely at www.memoryplugin.com, as configured in memoryplugin/agent-skills.

2 1mo ago A tokens not measured original MIT

mnesio

14

mnesio/mnesio

MCP server Claude CodeCodexCursor +2

MCP server "mnesio" as configured in mnesio/mnesio. Launched with mnesio-mcp. Needs 2 environment variables to run.

2 8d ago A tokens not measured

trinity-memory

15

trinity-tick/trinity

MCP server Claude CodeCodexCursor

Trinity v8.2.0: Memory Operating System — Multi-Agent Shared Memory, 50-Layer Guardian Chain, 129-Paper Brain-Inspired Alignment, GraphQL API, Raft Cluster, BM25+Jieba Chinese Retrieval. Runs locally from the trinity-memory Python package.

1 3d ago A tokens not measured original MIT

amber

16

ambermem/amber

MCP server Claude CodeCodexCursor

Long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics. Remote server at mcp.ambermem.com.

1 2d ago A tokens not measured original MIT

mindcore-memory

17

woshilaohei/mindcore-memory-mcp

MCP server Claude CodeCodexCursor

MCP Server for AI long-term memory and context management. Runs locally from the mindcore-memory Python package.

1 2mo ago A tokens not measured original MIT

sostenuto

18

llu929/sostenuto

MCP server Claude CodeCodexCursor

Selective long-term memory for AI companions — chosen memories sustain, the rest fades. Named for the piano pedal. Runs locally from the sostenuto npm package.

1 2mo ago A tokens not measured original MIT

organism

19

sunnsten/organism-memory

MCP server Claude CodeCodexCursor

MCP server "organism" as configured in sunnsten/organism-memory. Runs locally from the organism Python package.

1 2mo ago A tokens not measured original MIT

hebbrix-mcp

20

Hebbrix/hebbrix-mcp

MCP server Claude CodeCodexCursor

Hebbrix MCP server — long-term memory and knowledge graph for any MCP-compatible agent (Claude Desktop, Cline, Cursor, etc.). Runs locally from the hebbrix-mcp Python package.

1 5d ago A tokens not measured original MIT

memoryoracle

21

ToolOracle/memoryoracle

MCP server Claude CodeCodexCursor

MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction. Remote server at tooloracle.io.

0 4mo ago A tokens not measured

vibe-memory

22

shahrukh-hack/vibe-memory

MCP server Claude CodeCodexCursor

MCP server "vibe-memory" as configured in shahrukh-hack/vibe-memory. Runs locally from the vibe-memory npm package.

0 12d ago A tokens not measured

mnemic-memory

23

dongtang3/mnemic

MCP server Claude CodeCodexCursor

MCP server "mnemic-memory" as configured in dongtang3/mnemic. Launched with /bin/bash ./scripts/run-agent-memory-mcp.sh. Needs 1 environment variable to run.

0 18d ago A tokens not measured original MIT

memory-lancedb-mcp

24

cablate/memory-lancedb-mcp

MCP server Claude CodeCodexCursor

MCP server for LanceDB-backed long-term memory with hybrid retrieval (Vector + BM25), cross-encoder rerank, multi-scope isolation, and memory lifecycle management. Runs locally from the @cablate/memory-lancedb-mcp npm package.

0 4mo ago A tokens not measured original MIT