Memory and context MCP servers

4,022 servers

Give your client long-term memory: notes, knowledge graphs and vector stores.

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@decentrify/mcp io.github.spandanm110/algorand-edition-sdk-mcp

MCP server for Decentrify — gives Claude Desktop / Cursor agents encrypted, user-owned memory (save/search/get/verify) over the Decentrify API.

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Memory and context npm Local 17 a week MIT
@jakub-plichcinski/kairos-mcp io.github.jakub-plichcinski/kairos-mcp

MCP server for agent automation: persistent memory and deterministic workflow execution for AI agents and chats

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Memory and context npm Local 17 a week MIT
@lannguyensi/memory-router io.github.lannguyensi/agent-memory-memory-router

Deterministic memory injection for Claude Code: topic, tool, and confidence gates against your ~/.claude/projects/*/memory/*.md files, plus lint and stale-reference tooling.

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Memory and context npm Local 17 a week MIT
@vibecompass/vibecompass-mcp io.github.jack-whimvy/vibecompass-mcp

MCP server for VibeCompass — AI project context management

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Memory and context npm Local 17 a week MIT
@voybio/ace-swarm io.github.voybio/ace-swarm

MCP server and CLI that gives Claude Code, Codex, Cursor and Copilot durable workspace memory, resumable goals and multi-agent handoffs, with local-model support for Ollama and llama.cpp.

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Model and agent tools npm Local 17 a week APACHE-2.0
memelord io.github.glommer/memelord

Persistent memory system for coding agents with reinforcement learning. Powered by Turso.

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Memory and context npm Local 17 a week MIT
@vektorgeist/pandaclip io.github.xfloukiex-lab/pandaclip

PandaClip — one local-first MCP server: clipboard history & snippets, TTL cache, file-organizer overlay, and a knowledge graph. SQLite everywhere, no daemons, no network.

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Databases npm Local 4 a week APACHE-2.0
@yuihub/mcp-server io.github.vemikrs/yuihub-mcp-server

YuiHub MCP Server - Protocol Adapter for Semantic Memory

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Memory and context npm Local MIT
Lightning Memory io.github.singularityjason/lightning-memory

Decentralized agent memory for the Lightning economy. Nostr identity, L402 payments.

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Memory and context Official MCP Registry Local
pce-memory io.github.caphtech/pce-memory

PCE Memory - MCP server for Process-Context Engine

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Memory and context npm Local 40 a week MIT
Memory OS AI io.github.romainsantoli-web/memory-os-ai

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

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Memory and context Official MCP Registry Local
@backenly/mcp-server io.github.backenly/backenly-mcp-server

Backenly MCP server — gives Claude Code, Cursor, Codex, Cline, and Claude Desktop direct access to your Backenly backend (tables, APIs, brain chat, runtime data).

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Communication and chat npm Local 16 a week MIT
@chibakuma/agent-memory-hall io.github.makidevelop/agent-memory-hall

MCP-native memory server with built-in governance for AI agents

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Memory and context npm Local 16 a week APACHE-2.0
@memoryrelay/mcp-server io.github.alteriom/ai-memory-service-mcp

MCP server for MemoryRelay - persistent memory for AI agents

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Memory and context npm Local 16 a week MIT
@ruvector/pi-brain io.github.ruvnet/ruvector-pi-brain

CLI and SDK for π — the RuVector shared brain. Share, search, and transfer learning across AI sessions.

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Memory and context npm Local 16 a week MIT
mslm-memory io.github.kenyonxu/superlocalmemory

Multi-Scope Local Memory — local-first AI agent memory with personal/global/shared scopes. 7-channel retrieval, Fisher-Rao similarity, multi-scope RRF fusion.

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Memory and context npm Local 16 a week AGPL-3.0-OR-LATER
openclaw-thalamus io.github.msbel5/openclaw-thalamus

Thalamus cognitive hub for OpenClaw: packet handoff, vector memory, routing telemetry, encoder daemon, and multimodal ingest.

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Memory and context npm Local 16 a week MIT
orly-mcp io.github.orlyatomics/orly-mcp

MCP server exposing the Orly database as conflict-free shared memory for AI agents

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Databases npm Local 16 a week APACHE-2.0
thrift-memory io.github.yohadh/thrift-memory

Cost-first MCP memory server for coding agents that stop reloading large MEMORY.md, AGENTS.md, and project context files every session. Recalls only task-relevant memory under a hard token budget and

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Memory and context npm Local 16 a week APACHE-2.0
vibe-sync-mcp io.github.vibe-sync/vibesync-mcp

VibeSync MCP server — zero-knowledge sync + shared agent memory for AI coding agents. OAuth login, encrypted push/pull, plain-English summaries.

Version check not run yet

Coding agent tools npm Local 16 a week MIT
@vpxa/aikit io.github.anvpx/aikit

Local-first AI developer toolkit — knowledge base, code analysis, context management, and developer tools for LLM agents

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Developer tools npm Local 344 a week MIT
@tages/server io.github.ryantlee25-droid/tages-server

MCP server for persistent AI agent memory

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Memory and context npm Local 15 a week MIT
ai-cortex io.github.ai-creed/ai-cortex

Structural code intelligence and persistent memory for AI coding agents, served over MCP (Claude Code, Codex).

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Coding agent tools npm Local 15 a week MIT
akemon io.github.lhead/akemon-wyv9hr

Local AI companion runtime with memory, modules, relay sync, and software-agent control

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Memory and context npm Local 15 a week MIT
aps-mcp-server io.github.cezexpl/clawbotden.com

Agent Passport Standard — MCP Server for Claude Code, Cursor, Windsurf and any MCP client. Universal agent identity, semantic memory, and attestation.

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Memory and context npm Local 15 a week APACHE-2.0
code-graph-rca io.github.sebdenes/code-graph-rca-core

RCA infrastructure for AI-built code. Code knowledge graph + opinionated RCA engine, exposed via MCP (Cursor / Claude Code / Cody / Cline / Continue / Windsurf / Zed) plus CLI and library. RCA is the

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Developer tools npm Local 15 a week MIT
hypersave-mcp io.github.hypersave-ai/hypersave-sdk-mcp

Hypersave memory for Claude, Cursor, ChatGPT and any MCP client. Needs only an API key.

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Memory and context npm Local 15 a week MIT
modeldock io.github.nimjal/modeldock

A unified AI workspace you own. Chat, memory and projects that outlive whichever model is behind them.

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Communication and chat npm Local 15 a week MIT
sostenuto io.github.llu929/sostenuto

Selective long-term memory for AI companions — chosen memories sustain, the rest fades. Named for the piano pedal.

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Memory and context npm Local 15 a week MIT
urdr-mcp-server io.github.natureco-official/urdr

Model Context Protocol server for Urdr memory tooling

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Memory and context npm Local 15 a week MIT
@vedtechsolutions/engram-mcp io.github.vedtechsolutions/engram-mcp

Persistent memory for Claude Code — survives context compaction

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Memory and context npm Local 53 a week BSL-1.1
ai-memory-cli io.github.hyxnj666-creator/ai-memory

Turn editor chat history (Cursor, Claude Code, Windsurf, Copilot) into typed Markdown decisions + AGENTS.md rules — local-first, git-trackable, zero remember() calls.

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Memory and context npm Local 16 a week MIT
TeamMemory io.github.ysydhc/team-memory

Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.

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Memory and context Official MCP Registry Local
@aria-cli/memoria-bridge io.github.aria-cli/aria-memoria-bridge

ARIA Memoria bridge — MCP server + Claude Code plugin bundle (agents, commands, skills, hooks). Gives any Claude Code session persistent memory via the memoria_remember / memoria_recall / memoria_list

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Memory and context npm Local 14 a week MIT
@geanatz/curion io.github.geanatz/curion

Curion — project-local memory layer for AI agents

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Memory and context npm Local 14 a week APACHE-2.0
@gsxrchris/claude-memory io.github.cbuntingde/claude-memory

Enterprise-grade Claude Memory MCP Server - persistent, intelligent memory for Claude Code

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Memory and context npm Local 14 a week MIT
@zsc-glitch/knowledge-keeper-mcp io.github.zsc-glitch/knowledge-keeper-mcp

AI Memory & Knowledge Management MCP Server — 32 tools, BM25 R@5=95%, hybrid search (RRF), knowledge graph, analytics, cloud sync, Obsidian compatible. Works with Claude Code, Cursor, Gemini CLI, Wind

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Docs and knowledge bases npm Local 14 a week MIT
agent-memory-engine io.github.rgolabs/mymem

Local-first memory for AI agents as an MCP server: semantic + keyword recall, typed memories, graph relations, audit log, snapshots. No server, no API key.

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Memory and context npm Local 14 a week MIT
memnant io.github.peureka/memnant

It just remembers.

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Memory and context npm Local 14 a week MIT
openportable io.github.theodorexli/openportable

Portable MCP memory, skills, workflow gates, and session handoffs across AI clients.

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Memory and context npm Local 14 a week MIT
tre-mem io.github.rumitvn/tre-mem

Branch-aware shared memory layer for AI coding tools. Sidecar on top of claude-mem.

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Memory and context npm Local 14 a week MIT
brain-cache io.github.j4ckwinter/brain-cache

Local MCP-first context engine for Claude. Index your codebase, retrieve only what matters, and cut token usage.

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Memory and context npm Local 26 a week MIT
localnest-mcp io.github.wmt-mobile/localnest

The only MCP server combining semantic code search, temporal knowledge graph, and persistent AI memory. 74 tools, zero cloud, pure SQLite. Alternative to Mem0, GitNexus, Graphiti.

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Memory and context npm Local 21 a week MIT
launchroad-mcp io.github.singafranci02/launchroad-mcp-server

MCP server for LaunchRoad — gives any MCP-compatible AI coding assistant (Claude Code, Cursor, VS Code, ChatGPT Desktop) live read/write access to your team's shared brain.

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Coding agent tools npm Local 14 a week MIT
@actwith-ai/mcp-server io.github.actwith-ai/actwith-mcp-server

Give your AI agent a career. Persistent memory, reputation, expertise, and community — for any MCP-compatible AI agent.

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Memory and context npm Local 30 a week SEE-LICENSE-IN
contextix io.github.vericontext/contextix

CLI toolkit for agentic AI. Ingest any source (RSS, markdown, URLs) into a queryable knowledge graph.

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Web search and scraping npm Local 14 a week MIT
@kohala/devkit io.github.alokkohala/kohaladevkit-devkit

Open-source CLI, local agent emulator, and open MCP memory server for Kohala agents. Build and run agents entirely on your own machine — then push the same agent to Kohala when you want it hosted.

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Memory and context npm Local 13 a week MIT
@memlink/cli io.github.rblez/memlink

Memlink — MCP server for persistent AI agent memory. Self-hosted, one URL, no cloud.

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Memory and context npm Local 13 a week APACHE-2.0