Memory and context mcp servers

2,206 tagged Memory and context, measured the same way as everything else here.

Browse within: agent-memory 213ai-memory 139local-first 110knowledge-graph 97knowledge-base 66embeddings 59knowledge-management 44obsidian 38markdown 34context-management 32coding-agents 29chatgpt 27context-engineering 23long-term-memory 23

projectmem

25

riponcm/projectmem

MCP server Claude CodeCodexCursor +2

Local-first memory + judgment layer for AI coding agents — warns before repeating failed fixes. Runs locally from the projectmem Python package.

780 6d ago A tokens not measured original MIT

deja-vu

26

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 2d ago A tokens not measured original MIT

memora

27

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 6d ago A tokens not measured original MIT

memorix

28

AVIDS2/memorix

MCP server Claude CodeCodexCursor +2

MCP server "memorix" as configured in AVIDS2/memorix. Launched with memorix serve --mode lite.

705 3d ago A tokens not measured original Apache-2.0

memorix

29

AVIDS2/memorix

MCP server Claude CodeCodexCursor +2

Local-first project memory with legacy MCP and 2026 discovery compatibility. Runs locally from the memorix npm package.

705 3d ago A tokens not measured original Apache-2.0

vestige

30

samvallad33/vestige

MCP server Claude CodeCodexCursor +2

Local-first memory for AI agents that reaches backward to find a failure's root cause. Runs locally from the vestige-mcp-server npm package.

614 2d ago A tokens not measured AGPL-3.0

compartment

31

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.

589 +2 4d ago A tokens not measured original Apache-2.0

token-optimizer-mcp

32

ooples/token-optimizer-mcp

MCP server Claude CodeCodexCursor +2

Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%. Runs locally from the @ooples/token-optimizer-mcp npm package. Needs 1 environment variable to run.

501 2d ago A tokens not measured original MIT

telemem

33

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 9d ago A tokens not measured original Apache-2.0

episodic-memory

34

obra/episodic-memory

MCP server Claude CodeCodexCursor +2

MCP server "episodic-memory" as configured in obra/episodic-memory. Runs ./cli/mcp-server-wrapper.js with node.

470 +1 3mo ago A tokens not measured original MIT

memmesh

35

ThinkfleetAI/memmesh

MCP server Claude CodeCodexCursor +2

MCP server "memmesh" as configured in ThinkfleetAI/memmesh. Launched with memmesh mcp.

440 +1 7d ago A tokens not measured original Apache-2.0

misakanet

36

Ikalus1988/MisakaNet

MCP server Claude CodeCodexCursor +2

A distributed system for sharing experiences and lessons learned between AI agents. Its description says that a discovered pitfall can benefit the wider network.

432 2d ago A tokens not measured original Apache-2.0

chaosengine-memory

37

ShaftHQ/SHAFT_ENGINE

MCP server Claude CodeCodexCursor +2

MCP server "chaosengine-memory" as configured in ShaftHQ/SHAFTENGINE. Runs .chaos-engine/tool.py with python3.

407 yesterday A tokens not measured original MIT

ShaftHQ/SHAFT_ENGINE

MCP server Claude CodeCodexCursor +2

MCP server "chaosengine-mempalace" as configured in ShaftHQ/SHAFTENGINE. Runs .chaos-engine/tool.py with python3. Needs 2 environment variables to run.

407 changed yesterday A tokens not measured original MIT

mempalace

39

ShaftHQ/SHAFT_ENGINE

MCP server Claude CodeCodexCursor +2

MCP server "mempalace" as configured in ShaftHQ/SHAFTENGINE. Runs .chaos-engine/tool.py with python3. Needs 2 environment variables to run.

407 changed today A tokens not measured copy · 94% MIT

shaft-memory

40

ShaftHQ/SHAFT_ENGINE

MCP server Claude CodeCodexCursor +2

Local-first product graph for AI coding agents. Runs locally from the @aictx/memory npm package.

407 changed today A tokens not measured original MIT

memx

41

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

code-context-engine

42

elara-labs/code-context-engine

MCP server Claude CodeCodexCursor +2

Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Cursor, Codex, Copilot, Gemini CLI. Local MCP server, free, open source. Runs locally from the code-context-engine Python package.

407 9d ago A tokens not measured original MIT

context

43

neuledge/context

MCP server Claude CodeCodexCursor +2

Local-first documentation for AI agents. Offline, instant, private doc retrieval. Runs locally from the @neuledge/context npm package.

385 6d ago A tokens not measured original Apache-2.0

open-second-brain

44

itechmeat/open-second-brain

MCP server Claude CodeCodexCursor +2

MCP server "open-second-brain" as configured in itechmeat/open-second-brain. Launched with ${CLAUDE_PLUGIN_ROOT}/scripts/o2b mcp.

385 +7 5d ago A tokens not measured original MIT

context-engine

45

melonelish/context-engine

MCP server Claude CodeCodexCursor +2

Task-aware context compression for logs, RAG, and coding workflows. Runs locally from the melonelish-context-engine Python package.

353 +2 1mo ago A tokens not measured original MIT

memophant

46

awizemann/harness

MCP server Claude CodeCodexCursor +2

MCP server "memophant" as configured in awizemann/harness. Launched with ./.memophant/mcp/memophant-mcp --project-root . --default-project harness.

342 5d ago A tokens not measured original MIT

paelladoc

47

jlcases/paelladoc

MCP server Claude CodeCodexCursor +2

AI-First Development Framework - An MCP Implementation. Runs locally from the paelladoc Python package.

337 +1 3mo ago A tokens not measured AGPL-3.0 archived

ori-memory

48

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.

322 +1 1mo ago A tokens not measured original Apache-2.0