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Servers

Top 168 Memory MCP Servers

We monitor a range of sources on the internet for new memory-for-LLMs MCP servers. These are the most popular in use in the community today.

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Showing 1 - 42 of 168 servers for "memory"

ZenMemory (Solana)

ZenMemoryAI

Provides a bridge between personal memory storage and Solana blockchain for storing, validating, and retrieving...

Classification

community

Est Downloads (Week)

—

Release Date

Apr 18, 2025

Memara Memory

memara-memory

Provides a minimal foundation structure with only a README.md file, serving as a basic template for developers to...

Classification

community

Est Downloads (Week)

—

Release Date

Jul 10, 2025

Supermemory

Dhravya Shah

Personal knowledge platform that helps collect, organize, and recall information from various sources with end-to-end...

Classification

official

Est Visitors (Week)

5.9k

Release Date

Jun 8, 2025

Basic Memory

Basic Machines

Knowledge management system that builds a persistent semantic graph in markdown, locally.

Classification

official

Est Downloads (Week)

2.2k

Release Date

Mar 15, 2025

Pieces Long-Term Memory

Pieces

Add long-term memory to your favorite AI tools

Classification

official

Est Downloads (Week)

—

Release Date

Apr 23, 2025

Knowledge Graph Memory

Anthropic

Build and query persistent semantic networks for data management.

Classification

reference

Est Downloads (Week)

49.6k

Release Date

Nov 19, 2024

Knowledge Graph Memory

Evangelos Stavropoulos

Provides a knowledge graph management system for storing, retrieving, and querying information to build and maintain...

Classification

community

Est Downloads (Week)

47.1k

Release Date

Dec 14, 2024

Memory

puliczek

Provides persistent memory storage across different AI sessions using semantic search and RAG capabilities,...

Classification

community

Est Visitors (Week)

Release Date

Apr 23, 2025

Memory Bank

Aliosh Pimenta

Transforms file-based memory banks into a centralized, remotely accessible service for multi-project management with...

Classification

community

Est Downloads (Week)

2.8k

Release Date

Feb 16, 2025

Chroma Working Memory

Dominikus Nold

Provides a persistent, searchable, automatically updated 'second brain' for development by integrating ChromaDB with...

Classification

community

Est Downloads (Week)

Release Date

Mar 29, 2025

Mem0 (Long-Term Memory)

Cole Medin

Provides persistent long-term memory capabilities through semantic indexing, retrieval, and search functions with...

Classification

community

Est Downloads (Week)

747

Release Date

Apr 13, 2025

Titan Memory

Henry Hawke

Integrates neural network-based memory encoding for enhanced long-term information storage and contextually-aware...

Classification

community

Est Downloads (Week)

448

Release Date

Feb 6, 2025

Multi-Tool Suite (DuckDuckGo, Weather, Memory)

Ettore Di Giacinto

Integrates with DuckDuckGo search API, goweather.xyz weather service, and file-based storage through three...

Classification

community

Est Downloads (Week)

298

Release Date

Oct 6, 2025

LibSQL Memory

Scott Spence

Provides a LibSQL-based persistent memory database for storing and retrieving knowledge graph entities and relations...

Classification

community

Est Downloads (Week)

158

Release Date

Jan 15, 2025

MemoryMesh

CheMiguel23

Store and query structured data in local knowledge graphs.

Classification

community

Est Downloads (Week)

149

Release Date

Dec 6, 2024

Memory Plugin (SQLite)

mekanixms

Provides SQLite-based persistent memory storage for maintaining context across conversations, enabling long-term...

Classification

community

Est Downloads (Week)

149

Release Date

Feb 15, 2025

Memory PostgreSQL

Svetlin Dimitrov

Provides long-term memory capabilities using PostgreSQL with pgvector for efficient semantic search across stored...

Classification

community

Est Downloads (Week)

149

Release Date

Mar 16, 2025

Volatility 3 Memory Forensics

Vishal Chand

Integrates the Volatility 3 memory forensics framework with Claude and other MCP-compatible LLMs.

Classification

community

Est Downloads (Week)

149

Release Date

Mar 31, 2025

Cursor10x Memory

Alfredo U.

Provides persistent memory for Cursor through vector-based semantic search and structured data storage, enabling...

Classification

community

Est Downloads (Week)

149

Release Date

Jul 30, 2025

Semantic Memory System

Tristan McInnis

Provides persistent semantic memory capabilities through PostgreSQL with pgvector embeddings, enabling project-based...

Classification

community

Est Downloads (Week)

149

Release Date

Aug 13, 2025

BuildAutomata Memory

Jurden Bruce

Provides persistent memory storage with temporal versioning, semantic search, and automatic decay using SQLite for...

Classification

community

Est Downloads (Week)

149

Release Date

Oct 11, 2025

Memory

Calvin Francis

Persistent conversational memory with semantic search using PostgreSQL and pgvector, combining traditional memory...

Classification

community

Est Downloads (Week)

149

Release Date

Dec 2, 2025

Memory Bank

Willian Ribeiro Angelo

TypeScript-based server for tracking project context across sessions, enabling persistent knowledge sharing through...

Classification

community

Est Downloads (Week)

Release Date

Mar 8, 2025

Memory Bank

Nick Cao

Implements a structured development workflow system with five operational modes (VAN, PLAN, CREATIVE, IMPLEMENT,...

Classification

community

Est Downloads (Week)

Release Date

Aug 20, 2025

Memory Bank

hoppo-chan

Maintains persistent project context through a structured Memory Bank system of five markdown files that track goals,...

Classification

community

Est Downloads (Week)

Release Date

Jun 8, 2025

Kiro Memory

cbunting99

Provides intelligent memory management and task tracking for software development projects with automatic project...

Classification

community

Est Downloads (Week)

Release Date

Jul 16, 2025

Memory Plus

Yuchen Mao

Lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent...

Classification

community

Est Downloads (Week)

Release Date

May 19, 2025

RAG Memory

ttommyth

Provides a knowledge graph-enhanced retrieval system that combines vector search with graph-based relationships for...

Classification

community

Est Downloads (Week)

Release Date

May 25, 2025

Structured Memory

Nathaniel Meierpolys

Maintains structured markdown documents as living memory for focused projects, enabling systematic organization,...

Classification

community

Est Downloads (Week)

Release Date

Aug 1, 2025

AI Memory

scanadi

Production-ready semantic memory management server that stores, retrieves, and manages contextual knowledge across...

Classification

community

Est Downloads (Week)

Release Date

Sep 2, 2025

Memoer (Persistent Memory Storage)

GeLi2001

Provides persistent memory storage for assistants to create and retrieve memories with filtering options by app name,...

Classification

community

Est Downloads (Week)

Release Date

May 20, 2025

Memory Manager

YU Zongmin

Manages and switches between memory paths for clients, enabling organized context management across multiple AI...

Classification

community

Est Downloads (Week)

—

Release Date

Jan 12, 2025

Memory Storage

Grizzly Peak Software

Provides persistent text memory storage with tagging capabilities for storing, retrieving, searching, and managing...

Classification

community

Est Downloads (Week)

—

Release Date

Mar 16, 2025

Claude Memory

WhenMoon-afk

Provides persistent memory capabilities through sentence transformers and vector similarity search, enabling storage...

Classification

community

Est Downloads (Week)

—

Release Date

Mar 25, 2025

Lipsky Memory

Lipdog

Turso database-powered server for tracking project entities, maintaining contextual memory, and handling...

Classification

community

Est Downloads (Week)

—

Release Date

Feb 5, 2025

LibSQL Memory

DaOfficialWizard

Provides persistent knowledge graph storage with vector embeddings for semantic search, entity relationships, and...

Classification

community

Est Downloads (Week)

—

Release Date

Aug 20, 2025

Memory by File

g0t4

Lightweight, file-based memory storage for maintaining persistent context across conversations using simple text...

Classification

community

Est Downloads (Week)

—

Release Date

Dec 12, 2024

Literature Memory

YU Zongmin

Integrates academic literature management with knowledge graphs to enable efficient source analysis, note-taking, and...

Classification

community

Est Downloads (Week)

—

Release Date

Dec 27, 2024

Optimized Memory

Herman Wong

Integrates with SQLite to provide a persistent knowledge graph for efficient memory management and relationship...

Classification

community

Est Downloads (Week)

—

Release Date

Jan 1, 2025

Charly Memory Cache

ibproduct

Caches data between language model queries to optimize token consumption and reduce costs in AI interactions.

Classification

community

Est Downloads (Week)

—

Release Date

Jan 3, 2025

Memory Cache

Tosin Akinosho

Implements an efficient in-memory caching layer, reducing token consumption and optimizing repeated data access...

Classification

community

Est Downloads (Week)

—

Release Date

Feb 5, 2025

Pluggable Knowledge Graph Memory

IzumiSy

Provides a pluggable knowledge graph memory server for flexible storage and retrieval within compatible systems,...

Classification

community

Est Downloads (Week)

—

Release Date

Feb 28, 2025

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