ai-memory MCP servers

165 tagged ai-memory, measured the same way as everything else here.

Browse within: agent-memory 47knowledge-graph 25local-first 24model-context-protocol 21chatgpt 11knowledge-management 11markdown 9context-engineering 8embeddings 8claude-code-plugin 7ai-memory-system 6context-management 6agent-framework 5ai-coding 5

playwright

25

syahiidkamil/vibe-ai-partner-entity

MCP server Claude CodeCodexCursor +2

Lets the agent drive a real browser: open pages, click, type, take screenshots and read the accessibility tree, using Playwright. Runs locally from the @playwright/mcp npm package.

not rated 22 1mo ago A tokens not measured

lexwiki

26

wouldbe12/lexwiki

MCP server Claude CodeCodexCursor +2

MCP server "lexwiki" as configured in wouldbe12/lexwiki. Runs locally from the lexwiki Python package. Needs 2 environment variables to run.

not rated 22 4mo ago A tokens not measured AGPL-3.0

mcp-memory-server

27

mnemoverse/mcp-memory-server

MCP server Claude CodeCodexCursor +2

Hosted memory for AI agents that learns from outcomes — one key across Claude, Cursor & ChatGPT. Runs locally from the @mnemoverse/mcp-memory-server npm package. Needs 2 environment variables to run.

not rated 21 yesterday A tokens not measured original MIT

zaxy

28

syndicalt/zaxy

MCP server Claude CodeCodexCursor +2

Coordinator memory for auditable multi-agent projects. Runs locally from the zaxy-memory Python package.

not rated 17 25d ago A tokens not measured original MIT

elefante

29

amenophis1er/elefante

MCP server Claude CodeCodexCursor +2

Open, Git-native memory protocol for MCP agents. Portable, versioned, human-editable. Runs locally from the elefante-mcp npm package.

not rated 15 4mo ago A tokens not measured

remembra

30

remembra-ai/remembra

MCP server Claude CodeCodexCursor +2

Universal memory layer for AI applications. Self-host in minutes. Runs locally from the remembra Python package.

not rated 15 1mo ago A tokens not measured original MIT

memoir

31

camgitt/memoir

MCP server Claude CodeCodexCursor +2

Persistent memory for AI coding tools via MCP. Remembers across sessions and machines. Runs locally from the memoir-cli npm package.

not rated 14 16d ago A tokens not measured original MIT

kairn

32

primeline-ai/kairn

MCP server Claude CodeCodexCursor +2

MCP server "kairn" as configured in primeline-ai/kairn. Launched with https://github.com/primeline-ai/kairn/releases/download/v0.2.1/kairn-0.2.1.mcpb. Needs 1 environment variable to run.

not rated 13 9d ago A tokens not measured original MIT

memento-vault

33

sandsower/memento-vault

MCP server Claude CodeCodexCursor +2

MCP server "memento-vault" as configured in sandsower/memento-vault. Runs locally from the memento-vault Python package.

not rated 12 21d ago A tokens not measured original MIT

octobrain

34

Muvon/octobrain

MCP server Claude CodeCodexCursor +2

MCP server "octobrain" as configured in Muvon/octobrain. Launched with https://github.com/Muvon/octobrain/releases/download/0.9.4/octobrain-0.9.4-aarch.

not rated 12 2d ago A tokens not measured original Apache-2.0

local-memory-mcp

35

studiomeyer-io/local-memory-mcp

MCP server Claude CodeCodexCursor +2

Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys. Runs locally from the @studiomeyer/local-memory-mcp npm package. Needs 4 environment variables to run.

not rated 12 yesterday A tokens not measured original MIT

anneal-memory

36

phillipclapham/anneal-memory

MCP server Claude CodeCodexCursor +2

Living memory for AI agents. Episodes compress into identity. Runs locally from the anneal-memory Python package.

not rated 11 21d ago A tokens not measured original MIT

memory_vault

37

wusaki0723/memory-template

MCP server Claude CodeCodexCursor +2

MCP server "memoryvault" as configured in wusaki0723/memory-template. Launched with sh -c python3 "${CLAUDE_PROJECT_DIR:-$PWD}/.claude/mcp/memory-vault/server.py".

not rated 10 1mo ago A tokens not measured

dakera-mcp

38

Dakera-AI/dakera-mcp

MCP server Claude CodeCodexCursor +2

MCP server "dakera-mcp" as configured in Dakera-AI/dakera-mcp. Runs in Docker (ghcr.io/dakera-ai/dakera-mcp:0.9.8).

not rated 8 yesterday A tokens not measured

klypix-mcp

39

dahshanlabs/klypix-mcp

MCP server Claude CodeCodexCursor +2

Active state management for multi-agent coding: a shared, versioned project brain over MCP. Runs locally from the klypix-mcp npm package. Needs 1 environment variable to run.

not rated 8 2d ago A tokens not measured original Apache-2.0

callosium

40

callosium/callosium

MCP server Claude CodeCodexCursor +2

One shared memory for every AI you use, in plain Markdown files you own. Runs locally from the callosium npm package. Needs 1 environment variable to run.

not rated 8 5d ago A tokens not measured original Apache-2.0

sovseal-memory

41

sovseal/core

MCP server Claude CodeCodexCursor +2

Local-first, zero-knowledge AI memory across Claude, Cursor, and every MCP client. 0 RTT reads. Runs locally from the @sovseal/mcp-server npm package.

not rated 7 1mo ago A tokens not measured original Apache-2.0

marsnme

42

Marsmanleo/MarsNMe

MCP server Claude CodeCodexCursor +2

Agent-agnostic memory backend that preserves continuity between humans and AI over time. Runs locally from the @marsnme/mcp-gateway npm package. Needs 5 environment variables to run.

not rated 7 1mo ago A tokens not measured original Apache-2.0

mneme-ai

43

patsa2561-art/mneme-ai

MCP server Claude CodeCodexCursor +2

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP. Runs locally from the mneme-ai npm package.

not rated 7 2mo ago A tokens not measured original MIT

memory

44

Kortexio/ContextMemory

MCP server Claude CodeCodexCursor +2

Hosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth. Remote server at mcp.kortexio.io.

not rated 7 4d ago A tokens not measured AGPL-3.0

cogmemai

45

hifriendbot/cogmemai-mcp

MCP server Claude CodeCodexCursor +2

Persistent cloud memory for Ai coding assistants. 29 MCP tools. Encrypted at rest. Runs locally from the cogmemai-mcp npm package. Needs 1 environment variable to run.

not rated 7 4d ago A tokens not measured original MIT

engram

46

HBarefoot/engram

MCP server Claude CodeCodexCursor +2

Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud. Runs locally from the @hbarefoot/engram npm package.

not rated 7 1mo ago A tokens not measured original MIT

memory-arbiter-mcp

47

billy12151/memory-arbiter-mcp

MCP server Claude CodeCodexCursor +2

Local MCP memory with evidence-based recall and explicit conflict governance. Runs locally from the memory-arbiter-mcp Python package. Needs 3 environment variables to run.

not rated 7 yesterday A tokens not measured original Apache-2.0

mcp-server

48

memo-fs/memofs

MCP server Claude CodeCodexCursor +2

Persistent memory and virtual filesystem MCP server for AI agents. Runs locally from the @memofs/mcp-server npm package. Needs 2 environment variables to run.

not rated 6 3d ago A tokens not measured original MIT