agent memory mcp servers

311 tagged agent memory, measured the same way as everything else here.

Browse within: ai-memory 47local-first 37context-engineering 25knowledge-graph 25knowledge-base 17knowledge-management 17embeddings 14long-term-memory 14human-in-the-loop 13coding-agents 12python 11RAG 10llm-memory 9markdown 7

personal-model

01

Intuition-Lab/personal-model

MCP server Claude CodeCodexCursor +2

Local-first macOS Runtime for screen-context memory, personal modeling, and MCP. Runs locally from the personal-model Python package.

1.3k 10d ago A tokens not measured original Apache-2.0

lycheemem

02

LycheeMem/LycheeMem

MCP server Claude CodeCodexCursor +2

MCP server "lycheemem", hosted remotely at 127.0.0.1, as configured in LycheeMem/LycheeMem.

1.2k 25d ago A tokens not measured original Apache-2.0

iai-pme

03

CodeAbra/iai-personal-memory-engine

MCP server Claude CodeCodexCursor +2

MCP server "iai-pme" as configured in CodeAbra/iai-personal-memory-engine. Launched with ${CLAUDE_PLUGIN_ROOT}/bin/iai-pme-mcp.

828 +3 4d ago A tokens not measured original MIT

deja

04

vshulcz/deja-vu

MCP server Claude CodeCodexCursor +2

MCP server "deja" as configured in vshulcz/deja-vu. Launched with deja mcp.

740 yesterday A tokens not measured original MIT

deja-vu

05

vshulcz/deja-vu

MCP server Claude CodeCodexCursor +2

Local memory for coding agents: search, MCP recall, auto-recall, secret redaction, SSH sync. Runs locally from the @vshulcz/deja-vu npm package.

740 yesterday A tokens not measured original MIT

memora

06

agentic-box/memora

MCP server Claude CodeCodexCursor +2

MCP server "memora" as configured in agentic-box/memora. Launched with memora-server. Needs 3 environment variables to run.

709 +2 5d ago A tokens not measured original MIT

compartment

07

MaxFreedomPollard/Compartment

MCP server Claude CodeCodexCursor +2

Compartment - high-security, fully offline, encrypted vector memory for AI agents (MCP). Runs locally from the compartment Python package.

587 3d ago A tokens not measured original Apache-2.0

halomem

08

halofyai/halofy

MCP server Claude CodeCodexCursor +2

MCP server "halomem", hosted remotely, as configured in halofyai/halofy.

496 7d ago A tokens not measured AGPL-3.0

graymatter

09

angelnicolasc/graymatter

MCP server Claude CodeCodexCursor +2

MCP server "graymatter" as configured in angelnicolasc/graymatter. Launched with graymatter mcp serve.

462 3d ago A tokens not measured original MIT

paxm

10

pax-beehive/paxm

MCP server Claude CodeCodexCursor +2

MCP server "paxm" as configured in pax-beehive/paxm. Launched with sh ${CLAUDE_PLUGIN_ROOT}/scripts/paxm-mcp.sh.

433 3d ago A tokens not measured original Apache-2.0

memx

11

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

ori-memory

12

aayoawoyemi/Ori-Mnemos

MCP server Claude CodeCodexCursor +2

Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search. Runs locally from the ori-memory npm package.

321 1mo ago A tokens not measured original Apache-2.0

emulo

13

ohad6k/emulo

MCP server Claude CodeCodexCursor +2

Mine your local AI coding session logs into a personal profile your agent loads before every task. Runs locally from the emulo Python package.

280 +1 7d ago A tokens not measured original MIT

yourmemory

14

sachitrafa/YourMemory

MCP server Claude CodeCodexCursor +2

Persistent memory for Claude — Ebbinghaus forgetting curve, semantic deduplication, MCP-native. Runs locally from the yourmemory Python package. Needs 1 environment variable to run.

266 2d ago A tokens not measured

signet

15

Signet-AI/signetai

MCP server Claude CodeCodexCursor +2

MCP server "signet" as configured in Signet-AI/signetai. Launched with signet-mcp.

263 yesterday A tokens not measured

plur

16

plur-ai/plur

MCP server Claude CodeCodexCursor +2

Open, local-first engram memory for AI agents: read, correct, delete; shared over MCP. Runs locally from the @plur-ai/mcp npm package.

243 2d ago A tokens not measured original Apache-2.0

superlocalmemory

17

qualixar/superlocalmemory

MCP server Claude CodeCodexCursor +2

MCP server "superlocalmemory" as configured in qualixar/superlocalmemory. Launched with ${CLAUDE_PLUGIN_ROOT}/scripts/slm-launch. Needs 1 environment variable to run.

223 3d ago A tokens not measured AGPL-3.0

nowledge-mem

18

nowledge-co/community

MCP server Claude CodeCodexCursor +2

MCP server "nowledge-mem", hosted remotely at 127.0.0.1, as configured in nowledge-co/community.

163 3d ago A tokens not measured

prism-mcp

19

dcostenco/prism-coder

MCP server Claude CodeCodexCursor +2

Persistent session memory for AI coding agents that never leaves your machine — including the on-device model that reasons over it. Restores your prior decisions, open TODOs, and changed files across sessions; adds associative recall of related past work. Runs locally from the prism-mcp-server npm package.

157 4d ago A tokens not measured original Apache-2.0

prism-coder

20

dcostenco/prism-coder

MCP server Claude CodeCodexCursor +2

Session memory for coding agents: local-first recall, drift detection, on-device inference. Runs locally from the prism-mcp-server npm package. Needs 8 environment variables to run.

157 4d ago A tokens not measured original Apache-2.0

memex

21

iamtouchskyer/memex

MCP server Claude CodeCodexCursor +2

Zettelkasten-based agent memory system with bidirectional links. Runs locally from the @touchskyer/memex npm package. Needs 1 environment variable to run.

140 1mo ago A tokens not measured original MIT

remindb

22

radimsem/remindb

MCP server Claude CodeCodexCursor +2

MCP server "remindb" as configured in radimsem/remindb. Launched with remindb serve. Needs 2 environment variables to run.

125 28d ago A tokens not measured original MIT

docmancer

23

docmancer/docmancer

MCP server Claude CodeCodexCursor +2

MCP server "docmancer" as configured in docmancer/docmancer. Launched with docmancer-mcp.

123 18d ago A tokens not measured original MIT

docmancer

24

docmancer/docmancer

MCP server Claude CodeCodexCursor +2

Docmancer gives every coding agent on your machine one local memory, so you stop re-explaining your project to each of them. Runs locally from the docmancer Python package.

123 18d ago A tokens not measured original MIT