agentmods.dev

ai-memory MCP servers

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

Browse within: agent-memory 46mcp-server 41LLM 33cursor 31knowledge-graph 28local-first 24model-context-protocol 21agents 10claude-code-plugin 10chatgpt 9ai-tools 8cli 8context-engineering 8knowledge-management 8

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honcho

01

plastic-labs/honcho

MCP server Claude CodeCodexCursor +2

Memory that reasons: continual learning for stateful agents. Better context, fewer tokens. Remote server at mcp.honcho.dev.

not rated 7.6k +94 today A tokens not measured AGPL-3.0

projectmem

02

riponcm/projectmem

MCP server Claude CodeCodexCursor +2

Coding agent memory — local-first memory and judgment for AI coding agents. One MCP server for every project; warns before repeating failed fixes. Runs locally from the projectmem Python package.

not rated 865 +8 13d ago A tokens not measured original MIT

gw

03

rahilp/second-brain-cloudflare

MCP server Claude CodeCodexCursor +2

MCP server "gw" as configured in rahilp/second-brain-cloudflare. Launched with gw mcp.

not rated 808 +10 2d ago A tokens not measured original MIT

atomicmemory

04

atomicstrata/atomicmemory

MCP server Cursor

MCP server "atomicmemory" as configured in atomicstrata/atomicmemory. Runs locally from the atomicmemory-mcp npm package. Needs 7 environment variables to run.

not rated 438 +1 changed 15d ago A tokens not measured

ori-memory

05

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.

not rated 331 +1 15d ago A tokens not measured original Apache-2.0

signet

06

Signet-AI/signetai

MCP server Claude CodeCodexCursor +2

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

not rated 305 2d ago A tokens not measured

pmb-ai

07

oleksiijko/pmb

MCP server Claude CodeCodexCursor +2

PMB (Personal Memory Brain) - local-first persistent memory for AI coding agents (MCP server, fully offline, no API keys). Runs locally from the pmb-ai Python package.

not rated 283 +2 22d ago A tokens not measured original Apache-2.0

task-orchestrator

08

jpicklyk/task-orchestrator

MCP server Claude CodeCodexCursor +2

MCP server "task-orchestrator" as configured in jpicklyk/task-orchestrator. Runs in Docker (ghcr.io/jpicklyk/task-orchestrator:latest). Needs 6 environment variables to run.

not rated 208 +1 today A tokens not measured original MIT

mengram

09

alibaizhanov/mengram

MCP server Claude CodeCodexCursor +2

MCP server "mengram", hosted remotely at mengram.io, as configured in alibaizhanov/mengram.

not rated 204 1mo ago A tokens not measured original Apache-2.0

dkg

10

OriginTrail/dkg

MCP server Cursor

MCP server "dkg" as configured in OriginTrail/dkg. Launched with pnpm exec tsx packages/mcp-dkg/src/index.ts.

not rated 144 today A tokens not measured original Apache-2.0

agentkeeper-aria

11

Thinklanceai/agentkeeper

MCP server Claude CodeCodexCursor +2

MCP server "agentkeeper-aria" as configured in Thinklanceai/agentkeeper. Launched with agentkeeper-mcp --agent-id aria --provider anthropic. Needs 2 environment variables to run.

not rated 122 4mo ago A tokens not measured original MIT

deepmem

12

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.

not rated 114 +1 2mo ago A tokens not measured original MIT

codex-dev-mcp-suite

13

verrysimatupang99/codex-dev-mcp-suite

MCP server Claude CodeCodexCursor +2

Four local, file-based MCP servers for solo devs/vibecoders: persistent project memory, session handoff/resume, git-independent file checkpoints, and token-efficient project briefings. Works with any MCP client. Runs locally from the codex-dev-mcp-suite npm package.

not rated 96 1mo ago A tokens not measured original MIT

synap

14

maximem-ai/maximem_synap_sdk

MCP server Claude CodeCodexCursor +2

Persistent memory for AI agents — log and recall conversation context over MCP. Remote server at synap-mcp.maximem.ai.

not rated 77 +1 4d ago A tokens not measured original Apache-2.0

mooncite

15

WhenMoon-afk/claude-memory-mcp

MCP server Claude CodeCodexCursor +2

MCP server "mooncite" as configured in WhenMoon-afk/claude-memory-mcp. Runs dist/cli.js with node.

not rated 69 20d ago A tokens not measured original MIT

memory-vault

16

MihaiBuilds/memory-vault

MCP server Claude CodeCodexCursor +2

MCP server "memory-vault" as configured in MihaiBuilds/memory-vault. Runs in Docker (ghcr.io/mihaibuilds/memory-vault-mcp:1.6.0). Needs 5 environment variables to run.

not rated 65 changed 1mo ago A tokens not measured original MIT

perenna

17

scarletkc/Perenna

MCP server Claude CodeCodexCursor +2

A lightweight, Git-backed permanent memory for AI agents. Runs locally from the perenna Python package. Needs 4 environment variables to run.

not rated 61 +19 1mo ago A tokens not measured original MIT

ai-memory

18

alphaonedev/ai-memory-mcp

MCP server Claude CodeCodexCursor +2

MCP server "ai-memory" as configured in alphaonedev/ai-memory-mcp. Runs in Docker (ghcr.io/alphaonedev/ai-memory:0.5.1). Needs 1 environment variable to run.

not rated 54 +1 today A tokens not measured original Apache-2.0

mcp-server

19

contextstream/mcp-server

MCP server Claude CodeCodexCursor +2

One of 2 in server.json

Project memory, semantic code search, and grounded agent context. Runs locally from the @contextstream/mcp-server npm package. Needs 2 environment variables to run.

not rated 44 yesterday A tokens not measured original MIT

bhived-mcp

20

ArtKeyAi/bhived-mcp

MCP server Claude CodeCodexCursor +2

Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol. Runs locally from the bhived-mcp npm package. Needs 1 environment variable to run.

not rated 35 9d ago A tokens not measured original Apache-2.0

cortex

21

gambletan/cortex

MCP server Claude CodeCodexCursor +2

MCP server "cortex" as configured in gambletan/cortex. Runs in Docker (ghcr.io/gambletan/cortex:v1.8.0).

not rated 35 5d ago A tokens not measured original MIT

memory-industry

22

LeandroPG19/Memorys

MCP server Claude CodeCodexCursor +2

MemoryIndustry persistent memory MCP server: BM25+MMR retrieval and audit. Runs locally from the memory-industry npm package. Needs 9 environment variables to run.

not rated 30 +1 2d ago A Socket: warn tokens not measured original Apache-2.0

engram

23

kael-bit/engram-rs

MCP server Claude CodeCodexCursor +2

Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion. Runs locally from the engram-rs-mcp npm package. Needs 2 environment variables to run.

not rated 28 7mo ago A tokens not measured original MIT

mcp-memory-server

24

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 27 +1 yesterday A tokens not measured original MIT