Memory and context MCP servers

2,018 tagged Memory and context, measured the same way as everything else here.

Browse within: agent-memory 189ai-memory 133model-context-protocol 129local-first 108knowledge-graph 93embeddings 57knowledge-base 52knowledge-management 44markdown 36obsidian 35ai-coding 33chatgpt 26context-management 26context-engineering 25

refract-mcp

481

LoudiliMed/Refract

MCP server Claude CodeCodexCursor +2

MCP proxy that compresses tool schemas — up to -98% tokens, 100% signal preserved. Runs locally from the refract-mcp Python package.

not rated 3 20d ago A tokens not measured original MIT

dsh-narrative-ledger

482

dongsheng123132/dsh-narrative-ledger

MCP server Claude CodeCodexCursor +2

MCP server "dsh-narrative-ledger" as configured in dongsheng123132/dsh-narrative-ledger. Runs ./mcp-server.mjs with node.

not rated 3 14d ago A tokens not measured original MIT

omni-coder-dashboard

483

Riko5652/OCD

MCP server Claude CodeCodexCursor +2

OCD (Omni Coder Dashboard) — An AI memory engine with real semantic embeddings, 21 MCP tools, cross-tool routing, trace auditing, and proactive IDE interception. 100% local, zero API keys required. Runs locally from the omni-coder-dashboard npm package.

not rated 3 1mo ago A tokens not measured

recallforge

484

brianmeyer/recallforge

MCP server Claude CodeCodexCursor +2

Local multimodal memory for AI agents — cross-modal vision-language search. Runs locally from the recallforge Python package.

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

personal-context

485

amr05008/personal-context

MCP server Claude CodeCodexCursor +2

MCP server "personal-context" as configured in amr05008/personal-context. Runs locally from the personal-context Python package.

not rated 3 1mo ago A tokens not measured

mem-ai-mcp-server

486

hskksk/mem-ai-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for mem.ai API integration. Runs locally from the @hskksk/mem-ai-mcp-server npm package.

not rated 3 7mo ago A tokens not measured original MIT

reflect-mcp

487

adstastic/reflect-mcp

MCP server Claude CodeCodexCursor +2

Reflection's autonomous runtime — wake, read prior state, do useful work, write back, sleep. Runs locally from the reflect-mcp Python package.

not rated 3 1y ago A tokens not measured

mcp

488

hydra-db/hydradb-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Hydra DB: State-of-the-art agentic memory with recall, ingest, and knowledge graph context. Runs locally from the @hydradb/mcp npm package.

not rated 3 yesterday A tokens not measured copy · 59% Apache-2.0

brainregion

489

fanghaoling/brainregion

MCP server Claude CodeCodexCursor +2

BrainRegion(脑区):AI collaboration infrastructure for review, consultation, planning, and memory. Runs locally from the brainregion Python package.

not rated 3 19d ago A tokens not measured original Apache-2.0

ctxmem

490

DoppiaG93/ctxmem

MCP server Claude CodeCodexCursor +2

Git-native, shareable project memory for AI coding agents — fully local, no cloud. Runs locally from the ctxmem Python package.

not rated 3 28d ago A tokens not measured original MIT

clawdbrunner/universal-memory-service

MCP server Claude CodeCodexCursor +2

MCP server "universal-memory-service" as configured in clawdbrunner/universal-memory-service. Runs locally from the universal-memory-service Python package.

not rated 3 5mo ago A tokens not measured original MIT

opencode-history-mcp

492

singleflo/opencode-history-mcp

MCP server Claude CodeCodexCursor +2

MCP server for searching your local OpenCode conversation history. Runs locally from the opencode-history-mcp Python package.

not rated 3 19d ago A tokens not measured original MIT

vault-mcp

493

seandavi/vault-mcp

MCP server Claude CodeCodexCursor +2

Memory Vault MCP Server — Markdown + SQLite knowledge store with bidirectional [[wikilinks]] for AI agents. Runs locally from the vault-mcp Python package.

not rated 3 27d ago A tokens not measured original MIT

mcp-memory

494

alfianyusufabdullah/jalipata

MCP server Claude CodeCodexCursor +2

Agnostic persistent memory server for AI tools via MCP. Knowledge graph stored in SQLite with FTS5 keyword search, multi-tenant by namespace. Runs locally from the @jalipata/mcp-memory npm package.

not rated 3 23d ago A tokens not measured

memxus

495

gpitrella/memxus-remote-mcp

MCP server Claude CodeCodexCursor +2

Persistent memory layer that saves and recalls your project context and preferences. Remote server at mcp.memxus.com.

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

wanyimem

496

17861102832/wanyimem

MCP server Claude CodeCodexCursor +2

A local memory system for coding agents that stores past interactions and retrieves relevant information later. It runs through MCP, a standard way for AI tools to connect to programs.

not rated 3 5d ago A tokens not measured original MIT

AlekseiUL/agent-memory-control-plane

MCP server Claude CodeCodexCursor +2

MCP server "agent-memory-control-plane" as configured in AlekseiUL/agent-memory-control-plane. Runs locally from the agent-memory-control-plane Python package.

not rated 3 27d ago A tokens not measured

mnemo-agent-memory

498

SiamAlSobari/mnemo-agent-memory

MCP server Claude CodeCodexCursor +2

Zero-Token-Waste Memory Engine, Knowledge Graph & Notes System for AI Coding Agents via MCP. Runs locally from the mnemo-agent-memory npm package.

not rated 3 9d ago A tokens not measured

tailor

499

AmanKtyr/Tailor

MCP server Claude CodeCodexCursor +2

Stop vibe-coding bloat & token waste. Unified AI Coding-Agent & Spec-Driven Development (SDD) framework with AST semantic code reuse, progressive project memory (.ai/), and native MCP server for Claude Code, Cursor, Windsurf, Roo Code, Copilot, Zed, and A. Runs locally from the @amanktyr/tailor npm package.

not rated 3 12d ago A tokens not measured original MIT

mnemon-mcp

500

nikitacometa/mnemon-memory-mcp

MCP server Claude CodeCodexCursor +2

Persistent layered memory MCP server for AI agents — SQLite + FTS5 backend. Runs locally from the mnemon-mcp npm package. Needs 3 environment variables to run.

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

server-smart-memory

501

MauriceIsrael/SmartMemory

MCP server Claude CodeCodexCursor +2

MCP server "server-smart-memory" as configured in MauriceIsrael/SmartMemory. Runs locally from the @modelcontextprotocol/server-smart-memory npm package.

not rated 3 2mo ago A tokens not measured original MIT

central-intelligence

502

AlekseiMarchenko/central-intelligence

MCP server Claude CodeCodexCursor +2

Persistent memory for AI agents. Store, recall, and share knowledge across sessions. Runs locally from the central-intelligence-mcp npm package. Needs 2 environment variables to run.

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

scrapbox-mcp

503

YuheiNakasaka/scrapbox-mcp

MCP server Claude CodeCodexCursor +2

MCP server "scrapbox-mcp" as configured in YuheiNakasaka/scrapbox-mcp. Runs locally from the scrapbox-mcp npm package.

not rated 3 1y ago A tokens not measured

digital-brain-mcp

504

DDguan2010/brain-mcp

MCP server Claude CodeCodexCursor +2

Memory Control Protocol - AI memory and thinking management system. Runs locally from the digital-brain-mcp npm package.

not rated 3 9mo ago A tokens not measured original MIT