ai-memory MCP servers

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

Browse within: agent-memory 46knowledge-graph 25local-first 24model-context-protocol 21chatgpt 11knowledge-management 11markdown 9ai-tools 8context-engineering 8embeddings 8claude-code-plugin 7ai-memory-system 6context-management 6agent-framework 5

penfield-mcp

49

penfieldlabs/penfield-mcp

MCP server Claude CodeCodexCursor +2

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more. Remote server at mcp.penfield.app.

not rated 6 5mo ago A tokens not measured AGPL-3.0

memory

50

studiomeyer-io/studiomeyer-memory

MCP server Claude CodeCodexCursor +2

MCP server "memory", hosted remotely at memory.studiomeyer.io, as configured in studiomeyer-io/studiomeyer-memory.

not rated 6 16d ago A tokens not measured original MIT

cortex

51

Remskill/Cortex

MCP server Claude CodeCodexCursor +2

MCP server "cortex" as configured in Remskill/Cortex. Runs locally from the @remskill/cortex npm package.

not rated 7 8mo ago A tokens not measured original MIT

afair

52

afairai/afair

MCP server Claude CodeCodexCursor +2

MCP server "afair" as configured in afairai/afair. Runs locally from the afair Python package.

not rated 6 4d ago A tokens not measured AGPL-3.0

neuron

53

recla93/Neuron

MCP server Claude CodeCodexCursor +2

Empirically-based simulator for modeling neurons and networks of neurons. Runs locally from the neuron Python package.

not rated 6 15d ago A tokens not measured

genome

54

NORTHTEKDevs/genome

MCP server Claude CodeCodexCursor +2

DNA-inspired memory layer for AI agents: zero-LLM-call ingestion, retrieval that beats full-context on overflowing histories. Runs locally from the genome-memory Python package.

not rated 5 yesterday A tokens not measured original Apache-2.0

mind

55

theastraway/mind-mcp-server

MCP server Claude CodeCodexCursor +2

Personal knowledge graph AI memory. 15 tools, 89 actions. Emotional intelligence, CRM, social. Runs locally from the @astramindapp/mcp-server npm package. Needs 2 environment variables to run.

not rated 5 4mo ago A tokens not measured original MIT

mif-tools

56

varun29ankuS/mif-spec

MCP server Claude CodeCodexCursor +2

MIF (Memory Interchange Format) — vendor-neutral memory portability for AI agents. Runs locally from the mif-tools Python package.

not rated 5 6mo ago A tokens not measured original Apache-2.0

rememb

57

LuizEduPP/Rememb

MCP server Claude CodeCodexCursor +2

Persistent memory standard for AI agents — local, portable, zero config. Runs locally from the rememb Python package.

not rated 4 1mo ago A tokens not measured original MIT

memoweft

58

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.

not rated 4 yesterday A tokens not measured original MIT

tdai-memory-mcp

59

tinhien11/tdai-memory-mcp

MCP server Claude CodeCodexCursor +2

Local-first MCP memory server for coding agents. No API key, no cloud. SQLite + FTS5 + sqlite-vec. Runs locally from the tdai-memory-mcp npm package.

not rated 4 21d ago A tokens not measured archived

vulcanus

60

sunsatosolutions/Vulcanus

MCP server Claude CodeCodexCursor +2

A validated Markdown memory vault your coding agent can recall, project by project. Runs locally from the @sunsato/vulcanus npm package.

not rated 4 18d ago A tokens not measured original MIT

apajon/mempalace-mcp-bridge

MCP server Claude CodeCodexCursor +2

MCP server "mempalace-mcp-bridge" as configured in apajon/mempalace-mcp-bridge. Runs locally from the mempalace-mcp-bridge Python package.

not rated 4 3mo ago A tokens not measured original MIT

elesync

62

darknodebros/EleSync

MCP server Claude CodeCodexCursor +2

Local-first AI project workspace — a private vault where approved assistants share context, knowledge, and tasks. Runs locally from the elesync Python package. Needs 1 environment variable to run.

not rated 4 5d ago A tokens not measured original MIT

avvarre

63

PralhadYadawad/avvarre

MCP server Claude CodeCodexCursor +2

Harness the true power of agentic coding. Stop re-explaining context to your AI. Just Avvarre it: persistent memory, 650+ style rules, and self-correcting autopilot loops for autonomous agents. Runs locally from the avvarre npm package.

not rated 4 +1 8d ago A tokens not measured original MIT

thor

64

nworks3d/THOR-memory-bible-for-AI

MCP server Claude CodeCodexCursor +2

MCP server "thor" as configured in nworks3d/THOR-memory-bible-for-AI. Runs in Docker (ghcr.io/nworks3d/thor-mcp:2.1.1).

not rated 4 2d ago A tokens not measured GPL-3.0

logic-server

65

Auctalis/nocturnusai

MCP server Claude CodeCodexCursor +2

Agent reasoning, memory, and token-optimized context for AI applications. Runs locally from the nocturnusai-mcp npm package. Needs 4 environment variables to run.

not rated 3 21d ago A tokens not measured

memory-os-ai

66

romainsantoli-web/Memory-os-ai

MCP server Claude CodeCodexCursor +2

MCP server "memory-os-ai" as configured in romainsantoli-web/Memory-os-ai. Runs memory_os_ai.server with /Users/romain/Memory-os-ai/.venv/bin/python. Needs 5 environment variables to run.

not rated 3 6mo ago A tokens not measured GPL-3.0

cosmos-mcp

67

teampolarity/cosmos-mcp

MCP server Claude CodeCodexCursor +2

Personal knowledge graph every MCP client reads from and writes to. Portable across agents. Runs locally from the @polarity-lab/cosmos-mcp npm package. Needs 1 environment variable to run.

not rated 3 10d ago A tokens not measured original MIT

weasley-deepmind

68

potatohoney-p/weasley-deepmind

MCP server Claude CodeCodexCursor +2

Secure, fragment-based long-term memory for MCP-compatible AI agents. Runs locally from the weasley-deepmind npm package. Needs 3 environment variables to run.

not rated 3 1mo ago A tokens not measured original Apache-2.0

norn

69

samad001z/Norn

MCP server Claude CodeCodexCursor +2

Norn MCP server with remember, recall, forget, and list tools over stdio. Runs locally from the @samad001z/norn-server npm package.

not rated 3 1mo ago A tokens not measured original MIT

aifp-mcp

70

wjabanjj/aifp-mcp

MCP server Claude CodeCodexCursor +2

Persistent memory MCP server for AI coding assistants. Chinese-first and fully local. Runs locally from the aifp-mcp npm package. Needs 1 environment variable to run.

not rated 4 16d ago A tokens not measured

muninn

71

ravnltd/muninn

MCP server Claude CodeCodexCursor +2

It parses the html and collects the requested data as desired. Runs locally from the muninn npm package.

not rated 3 21d ago A tokens not measured

cmeans/mcp-awareness

MCP server Claude CodeCodexCursor +2

MCP server "mcp-awareness-server" as configured in cmeans/mcp-awareness. Runs locally from the mcp-awareness-server Python package.

not rated 3 1mo ago A tokens not measured AGPL-3.0