MCP Servers
Connectors that give your AI agent hands — databases, browsers, email, payments, and every service in between.
screenpipe
★ 19,600use 24/7 desktop memory as context in AI
PromptX
★ 3,700An AI capability enhancement system providing professional roles, memory management, and knowledge systems for applications like Claude and Cursor.
Neural Memory
★ 222Persistent memory for AI agents — 55 MCP tools, spreading activation recall, neuroscience-inspired consolidation
Memory Graph
★ 214A graph-based Model Context Protocol (MCP) server that gives AI coding agents persistent memory. Originally built for Claude Code, MemoryGraph works with any MCP-enabled coding agent. Store development patterns, track relationships, and retrieve contextual knowledge across sessions and projects.
SuperLocalMemory V2
★ 190Universal, local-first persistent memory for AI assistants. SQLite-based knowledge graph with zero cloud dependencies. Works with 17+ tools (Claude, Cursor, Windsurf, VS Code, etc.). 100% free forever.
Jean Memory
★ 170Premium memory consistent across all AI applications.
Agentic Tools
★ 86Provides AI assistants with advanced task management and memory capabilities using local JSON file storage.
BrainCTL
★ 76Persistent memory for AI agents. Single SQLite file, 192 MCP tools. FTS5 search, knowledge graph, session handoffs, write gate. No server, no API keys, no LLM calls.
NexNex
★ 53Organizational context & memory for AI agents. Connect 100+ tools into one knowledge graph via 47 MCP tools.
roampal-core
★ 45Persistent memory for Claude Code with outcome-based learning. Tracks what helped vs failed, auto-injects context via hooks.
MIE - Memory Intelligence Engine
★ 42Persistent knowledge graph MCP server that gives AI agents shared memory across sessions and providers. Stores facts, decisions, entities, and events with typed relationships.
MCP Kanban Memory
★ 40Manage complex AI agent workflows with a Kanban-based task management system.
ai-memory
★ 33Persistent memory for any AI assistant. Zero token cost until recall. Stores memories in local SQLite, ranks by 6-factor scoring, returns results 79% smaller than JSON. Works with Claude, ChatGPT, Grok, Cursor, Windsurf, and any MCP client.
Scrivener MCP
★ 30Connect Scrivener 3 writing projects to Claude, ChatGPT, and other AI assistants. 60+ tools for manuscript management, writing analysis, semantic search, character/plot memory, and content enhancement.
nexo-brain
★ 27Cognitive co-operator for Claude Code — Atkinson-Shiffrin memory, semantic RAG, trust scoring, and metacognitive error prevention.
memory-mcp-1file
★ 25🏠 🍎 🪟 🐧 - A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents.
AndroJack MCP
★ 22An MCP server that equips your AI coding assistant with live, verified Android knowledge — so it builds from official sources, not from memory.
Memory Pickle MCP
★ 21A project management and session memory tool for AI agents to track projects, tasks, and context during chat sessions.
Inked
★ 16A memory management server for Claude apps with optional AI-powered search, using local SQLite storage.
Work Memory MCP Server
★ 14Manages work memories and shares context between AI tools using a local SQLite database.
Linksee Memory
★ 13Local-first cross-agent memory MCP. 6-layer structured brain (goal/context/emotion/impl/caveat/learning) with token-saving file diff cache (86% measured savings on re-reads)
Longhand
★ 10Persistent local memory for Claude Code, Zero API calls, zero summaries, zero AI deciding what matters.
Open-Brain
★ 9MCP memory server that builds a knowledge graph as you capture thoughts. 16 tools. Self-hostable.
TideMind
★ 8Open-source AI memory layer — a living knowledge graph across all your AI tools and notes. Local-first, SQLite-backed, MCP-native.
myAI Memory Sync
★ 7Synchronizes memory templates across different Claude interfaces.
Shared Memory
★ 7Provides shared memory for agentic teams to improve token efficiency and coordination.
GroundMemory
★ 3Persistent identity and memory across AI tools - mcp-native, local-first, framework-agnostic, production-ready.
purmemo
★ 2AI conversation memory that works everywhere — save and recall across Claude, ChatGPT, Gemini, Cursor, and all MCP-compatible platforms. 11 tools including shared community memories.
amem
★ 2The memory layer for AI coding tools. Local-first, semantic, 9 MCP tools with consolidation and project scoping. Works with Claude Code, Cursor, Windsurf & any MCP client.
Agentled MCP Server
★ 2AI-native workflow orchestration with long-term memory. 100+ integrations through single credit system. 32 MCP tools for building and running intelligent business workflows — lead enrichment, content publishing, company research, media production. Knowledge Graph that learns across executions. Works with Claude, Codex, Cursor, Windsurf.