Structured Memory MCP Server by Nathaniel Meierpolys

MCP Servers Chevron right icon

Structured Memory

Provider

Nathaniel Meierpolys

Classification

community

Est. Downloads

This is our estimate of how many downloads occurred of this server across the MCP ecosystem (not specific to any single platform). We use a mix of publicly available data, social signals, and more to feed an algorithm that drives this estimation.

952 (16 this week)

Released On

Aug 1, 2025

Popularity Ranking

Our estimate as to where this MCP server implementation ranks on the global leaderboard of usage.

#3,670 (#1,906 this week)

Maintains structured markdown documents as living memory for focused projects, enabling systematic organization, search, and updates of accumulated context across multiple conversations.

GitHub Repo (6 stars)

Related Servers

MemoryMesh

CheMiguel23

Store and query structured data in local knowledge graphs.

Classification

community

Est Downloads (All Time)

47.3k

Release Date

Dec 6, 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 (All Time)

41.8k

Release Date

Dec 14, 2024

Memory by File

g0t4

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

Classification

community

Est Downloads (All Time)

Release Date

Dec 12, 2024

Dev Memory

TrackerXXX23

Provides persistent cross-project memory storage and retrieval for maintaining development context and knowledge...

Classification

community

Est Downloads (All Time)

—

Release Date

Dec 20, 2024

Context Manager

David Teren

Enhances Claude's capabilities with context management across sessions, knowledge organization through hierarchical...

Classification

community

Est Downloads (All Time)

2.2k

Release Date

Dec 29, 2024

Optimized Memory

Herman Wong

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

Classification

community

Est Downloads (All Time)

Release Date

Jan 1, 2025

Memex (Firecrawl & Voyage)

Shawn Simister

Integration to analyze web content, extract key information, and build a personalized Markdown-based knowledge base...

Classification

community

Est Downloads (All Time)

1.3k

Release Date

Jan 8, 2025

Memory Manager

YU Zongmin

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

Classification

community

Est Downloads (All Time)

—

Release Date

Jan 12, 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 (All Time)

6.3k

Release Date

Jan 15, 2025

Titan Cognitive Memory

Synthience

Efficient memory storage and retrieval, enabling persistent context management in long-running conversations and...

Classification

community

Est Downloads (All Time)

—

Release Date

Jan 21, 2025

Titan Memory

Henry Hawke

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

Classification

community

Est Downloads (All Time)

11.5k

Release Date

Feb 6, 2025

Memory Plugin (SQLite)

mekanixms

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

Classification

community

Est Downloads (All Time)

584

Release Date

Feb 15, 2025

Memories with Lessons

T1nker-1220

Enables persistent memory and error tracking for assistants using a local knowledge graph structure with...

Classification

community

Est Downloads (All Time)

7.9k

Release Date

Feb 14, 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 (All Time)

120k

Release Date

Feb 16, 2025

Memory Box

Amotivv

Integrates with Memory Box to provide persistent, context-aware interactions through semantic memory storage and...

Classification

community

Est Downloads (All Time)

1.5k

Release Date

Feb 28, 2025

Sequential Thinking

Anthropic

Provides a framework for structured thought processes, including dynamic adaptation, semantic analysis, and cognitive...

Classification

reference

Est Downloads (All Time)

438

Release Date

Mar 1, 2025

Memory Graph

Sam Wang

Provides long-term memory storage for LLM conversations using Redis Graph, enabling persistent knowledge graphs for...

Classification

community

Est Downloads (All Time)

876

Release Date

Mar 1, 2025

Memory Custom

Siddhartha Varma

Provides a knowledge graph-based memory system for creating, managing, and querying structured information with...

Classification

community

Est Downloads (All Time)

584

Release Date

Mar 3, 2025

Memory

Eric Bailey

Provides structured memory management for project-based work through markdown file storage, enabling persistent...

Classification

community

Est Downloads (All Time)

584

Release Date

Mar 7, 2025

Mem0 (Autonomous Memory)

Pink Pixel

Provides autonomous memory capabilities for storing, retrieving, and utilizing conversation information across...

Classification

community

Est Downloads (All Time)

12.7k

Release Date

Mar 12, 2025

Zanny's Persistent Memory Manager

zannyonear1h1

Provides persistent memory storage, retrieval, and search capabilities for maintaining conversation context across...

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 13, 2025

Context Manager

docherty

Provides a structured workflow management system for software development projects, maintaining context across...

Classification

community

Est Downloads (All Time)

438

Release Date

Mar 19, 2025

Memory Knowledge Graph

okooo5km

Provides a persistent knowledge graph system for maintaining structured memory across conversations, enabling...

Classification

community

Est Downloads (All Time)

14.9k

Release Date

Mar 19, 2025

Markdown Mindmap

YuChenSSR

Transforms Markdown content into interactive HTML-based mind maps using markmap-cli, enabling visual organization of...

Classification

community

Est Downloads (All Time)

9.2k

Release Date

Mar 20, 2025

Long-Term Memory

Tom Schell

Provides long-term memory storage using SQLite and vector embeddings, enabling persistent context across...

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 20, 2025

Memory PouchDB

Brandon Neil

Provides a knowledge graph-based memory system using PouchDB for storing and retrieving entity relationships and...

Classification

community

Est Downloads (All Time)

584

Release Date

Mar 20, 2025

Markdown Documentation Sidecar

Speakeasy API

Exposes markdown documentation from NPM packages as accessible resources or tools, enabling direct access to package...

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 21, 2025

Basic Memory

Basic Machines

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

Classification

official

Est Visitors (All Time)

254k

Release Date

Mar 15, 2025

Pippa Memory

neobundy

Provides a lightweight memory system with ChromaDB vector storage for maintaining contextual information across...

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 14, 2025

Memory Bank

t3ta

Provides a structured document management system with tagging capabilities for organizing and retrieving information...

Classification

community

Est Downloads (All Time)

1.6k

Release Date

Mar 15, 2025

MemoBase

Yunmei Wu

Provides a bridge between AI assistants and the MemoBase API for managing conversation context and personal knowledge...

Classification

community

Est Downloads (All Time)

146

Release Date

Mar 23, 2025

Structured Thinking

Promptly Technologies LLC

Structures reasoning processes through defined thought stages, managing a history of thoughts with metadata for...

Classification

community

Est Downloads (All Time)

4.3k

Release Date

Mar 23, 2025

Memory Storage

Grizzly Peak Software

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

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 16, 2025

Mem0

Sadi Uysal

Integrates with Mem0's memory storage to provide persistent memory streams with semantic search capabilities,...

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 24, 2025

Notes

nathannj

Manages markdown notes in a specified directory with tools for creating, reading, updating, and listing files while...

Classification

community

Est Downloads (All Time)

146

Release Date

Mar 25, 2025

Claude Memory

WhenMoon-afk

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

Classification

community

Est Downloads (All Time)

—

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 (All Time)

—

Release Date

Feb 5, 2025

Simple Memory Extension

George Macev

Persistent key-value memory store with semantic search using SQLite and E5 embeddings, enabling contextual...

Classification

community

Est Downloads (All Time)

1.5k

Release Date

Mar 8, 2025

Memory Bank

Willian Ribeiro Angelo

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

Classification

community

Est Downloads (All Time)

6.8k

Release Date

Mar 8, 2025

mem0 (Project Management)

Kunihiro Setogawa

Bridges project management workflows with mem0's cloud service for structured storage, retrieval, and semantic search...

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 31, 2025

Chat Logger

Alexi Feng

Saves chat conversations as formatted Markdown files with timestamps and role information for record-keeping and...

Classification

community

Est Downloads (All Time)

730

Release Date

Apr 6, 2025

FEGIS (Schema-Driven Memory)

Perry Golden

Compile YAML into semantic LLM tools with structured memory and an emergent knowledge graph.

Classification

community

Est Downloads (All Time)

3.4k

Release Date

Apr 6, 2025

Memory Bank

tuncer-byte

Structured documentation system that generates and maintains interconnected Markdown documents capturing project...

Classification

community

Est Downloads (All Time)

16.2k

Release Date

Apr 15, 2025

ZenMemory (Solana)

ZenMemoryAI

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

Classification

community

Est Downloads (All Time)

730

Release Date

Apr 18, 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 (All Time)

414k

Release Date

Jun 8, 2025

Markdown Library

Will Larson

Indexes and serves Markdown knowledge bases with specialized tools for tag-based navigation, text search, and content...

Classification

community

Est Downloads (All Time)

12k

Release Date

Apr 22, 2025

Roo Code Memory Bank

IncomeStreamSurfer

Implements a file-based project context management system that maintains persistent memory across sessions through...

Classification

community

Est Downloads (All Time)

9.1k

Release Date

Apr 29, 2025

Memory Bank

Ivan Pospelov

Provides a structured documentation system for preserving context in complex projects through templates, project...

Classification

community

Est Downloads (All Time)

11.8k

Release Date

Apr 29, 2025

Journal RAG

Estevao Mascarenhas

Enables semantic search through personal markdown journal entries using vector database technology for effortless...

Classification

community

Est Downloads (All Time)

3.2k

Release Date

May 3, 2025

Mem0.ai Memory Manager

Richard Yaker

Integrates with Mem0.ai's memory management system to provide structured, persistent memory across conversations...

Classification

community

Est Downloads (All Time)

2.2k

Release Date

May 3, 2025

Markmap

jinzcdev

Transforms Markdown documents into interactive mind maps with zooming, node expansion/collapse, and multi-format...

Classification

community

Est Downloads (All Time)

5.9k

Release Date

May 6, 2025

Sticky Notes

Anish

Enables creation, reading, and management of personal notes directly within conversations through a lightweight...

Classification

community

Est Downloads (All Time)

146

Release Date

May 11, 2025

Chroma Working Memory

Dominikus Nold

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

Classification

community

Est Downloads (All Time)

78.5k

Release Date

Mar 29, 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 (All Time)

5.9k

Release Date

May 19, 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 (All Time)

1.4k

Release Date

May 20, 2025

TaskMem

TaskMem Team

Provides AI assistants with persistent memory and task management capabilities through semantic search, project...

Classification

official

Est Downloads (All Time)

584

Release Date

May 26, 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 (All Time)

3.8k

Release Date

Jun 8, 2025

Supermemory

Supermemory AI

Provides universal memory capabilities by integrating with the Supermemory API to enable persistent context storage...

Classification

community

Est Downloads (All Time)

—

Release Date

Jun 8, 2025

Memento

iAchilles

Provides persistent memory capabilities through a SQLite-based knowledge graph that stores entities, observations,...

Classification

community

Est Downloads (All Time)

2.1k

Release Date

Jun 8, 2025

Memvid

angrysky56

Converts text content and PDFs into searchable video-based memory systems using H.264/H.265 encoding, enabling...

Classification

community

Est Downloads (All Time)

Release Date

Jul 6, 2025

Obsidian Memory

YuNaga224

Stores conversation memories as Obsidian-compatible Markdown files with YAML frontmatter and [[link]] syntax,...

Classification

community

Est Downloads (All Time)

1.9k

Release Date

Jul 11, 2025

Kiro Memory

cbunting99

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

Classification

community

Est Downloads (All Time)

1.2k

Release Date

Jul 16, 2025

Contemplation

MikeyBeez

Provides continuous background cognitive processing through local Ollama models that analyze conversations for...

Classification

community

Est Downloads (All Time)

438

Release Date

Jul 16, 2025

Memorizer

Petabridge

Provides persistent memory storage with semantic search capabilities through PostgreSQL and pgvector, enabling...

Classification

community

Est Downloads (All Time)

15.8k

Release Date

Jul 16, 2025

MiniMe

Manu Bawa

Provides persistent memory management and meta-learning capabilities for software development workflows, featuring...

Classification

community

Est Downloads (All Time)

Release Date

Jul 15, 2025

Todo Markdown

Daniel Dewhurst

Provides todo list management with markdown file storage, offering CRUD operations for listing, adding, updating, and...

Classification

community

Est Downloads (All Time)

1.1k

Release Date

Jul 15, 2025

A-MEM (Agentic Memory)

nixlim

Provides persistent memory capabilities for coding contexts using ChromaDB vector storage and semantic search,...

Classification

community

Est Downloads (All Time)

Release Date

Jul 17, 2025

Quantalogic Markdown Editor

Raphael Mansuy

Provides safe, structured editing capabilities for Markdown documents through section-based operations like...

Classification

community

Est Downloads (All Time)

Release Date

Jul 28, 2025

Obsidian

robwilde

Automatically captures Claude Code responses and saves them as structured markdown files in your Obsidian vault with...

Classification

community

Est Downloads (All Time)

146

Release Date

Jul 28, 2025

Cursor10x Memory

Alfredo U.

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

Classification

community

Est Downloads (All Time)

11.1k

Release Date

Jul 30, 2025

Sequential Thinking

philogicae

Provides a lightweight meta-cognition tool that enables structured, step-by-step problem-solving through thought...

Classification

community

Est Downloads (All Time)

10k

Release Date

Aug 2, 2025

Memory

puliczek

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

Classification

community

Est Visitors (All Time)

49.4k

Release Date

Apr 23, 2025

Local Memory

Daniel Williams

Provides persistent memory storage with semantic search, relationship mapping, and temporal analysis to maintain...

Classification

community

Est Downloads (All Time)

—

Release Date

Aug 10, 2025

Annotation

xmarlon30x2

Provides persistent note-taking and task management through JSON file storage, enabling creation and management of...

Classification

community

Est Downloads (All Time)

146

Release Date

Aug 8, 2025

Claude Memory

xiy

Provides persistent memory storage across conversations using SQLite database with full-text search and optional...

Classification

community

Est Downloads (All Time)

146

Release Date

Aug 8, 2025

Graphiti Pro

itcook

Provides persistent memory capabilities through Neo4j knowledge graphs with episode-based storage, entity...

Classification

community

Est Downloads (All Time)

5.4k

Release Date

Aug 11, 2025

Semantic Memory System

Tristan McInnis

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

Classification

community

Est Downloads (All Time)

Release Date

Aug 13, 2025

Prompt Library

seungwonme

Saves and manages prompts locally as timestamped markdown files with chronological organization for building a...

Classification

community

Est Downloads (All Time)

222

Release Date

Aug 14, 2025

DevRecord

Jason Tao

Provides structured markdown templates for daily standups, learning notes, meeting records, and project summaries to...

Classification

community

Est Downloads (All Time)

438

Release Date

Aug 14, 2025

AGI Memory

Eric Hartford

Provides persistent memory capabilities across conversations through PostgreSQL database integration with four memory...

Classification

community

Est Downloads (All Time)

876

Release Date

Aug 14, 2025

Brainrot

KnowHow Software Inc

Provides persistent context management for coding sessions through FastAPI backend with SQLite storage, vector search...

Classification

community

Est Downloads (All Time)

146

Release Date

Aug 17, 2025

KuzuMem

Jakedismo

Provides distributed graph memory storage for coding agents using KuzuDB with structured development workflow states,...

Classification

community

Est Downloads (All Time)

3.7k

Release Date

Aug 18, 2025

Cipher

BYTEROVER

Memory-powered agent framework that provides persistent memory capabilities across conversations and sessions using...

Classification

community

Est Downloads (All Time)

14.4k

Release Date

Jul 20, 2025

Journal

coji

Provides personal journaling capabilities through markdown file storage with time-stamped entries, automatic hashtag...

Classification

community

Est Downloads (All Time)

685

Release Date

Aug 20, 2025

Memory Bank

Nick Cao

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

Classification

community

Est Downloads (All Time)

5.6k

Release Date

Aug 20, 2025

Memory Graph

songlairui

Provides persistent knowledge graph storage through entity-relationship modeling with observations, enabling...

Classification

community

Est Downloads (All Time)

146

Release Date

Aug 23, 2025

In Memoria

Piyush Airani

Provides persistent intelligence infrastructure for codebase analysis through hybrid Rust-TypeScript architecture...

Classification

community

Est Downloads (All Time)

5.9k

Release Date

Aug 29, 2025

Memory Journal

writenotenow

Developer project journal and context manager with Git integration

Classification

community

Est Downloads (All Time)

—

Release Date

Sep 14, 2025

Content Manager

Talljack

Provides content management capabilities for markdown files with fuzzy and exact search through Fuse.js, frontmatter...

Classification

community

Est Downloads (All Time)

271

Release Date

Sep 18, 2025

Engram Memory

Lumetra

Provides persistent memory capabilities through explainable retrieval mechanisms that transparently surface stored...

Classification

community

Est Downloads (All Time)

146

Release Date

Sep 29, 2025

Nowledge Mem

Nowledge Labs, LLC

Provides persistent memory capabilities through integration with Nowledge Mem service, enabling semantic memory...

Classification

community

Est Downloads (All Time)

1.8k

Release Date

Oct 1, 2025

BuildAutomata Memory

Jurden Bruce

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

Classification

community

Est Downloads (All Time)

1.9k

Release Date

Oct 11, 2025

Memex

jacquesbh

Manages a local knowledge base of technical guides and AI contexts using vector embeddings for semantic search,...

Classification

community

Est Downloads (All Time)

876

Release Date

Oct 12, 2025

Mem0

Subhash Dasyam

Provides persistent memory capabilities through dual-server architecture combining Mem0 AI with Neo4j graph...

Classification

community

Est Downloads (All Time)

584

Release Date

Oct 13, 2025

Continuo Memory

D.D. & Gustavo Porto

Provides hierarchical memory storage with three-tier compression (chunks, micro-summaries, meta-summaries) and...

Classification

community

Est Downloads (All Time)

146

Release Date

Oct 14, 2025

Local Docs

Eugene Umputun

Provides seamless access to local markdown documentation from multiple sources with smart fuzzy search, file caching,...

Classification

community

Est Downloads (All Time)

1.3k

Release Date

Oct 24, 2025

Memory Knowledge Graph

ssoj13

Persistent knowledge graph storage for entities, relations, and observations using SQLite with full-text search,...

Classification

community

Est Downloads (All Time)

146

Release Date

Nov 26, 2025

MemOS

MemTensor

Memory management system for AI applications with conversation storage and semantic memory search

Classification

community

Est Downloads (All Time)

—

Release Date

Nov 17, 2025

Brain Memory System

DDguan

Provides persistent memory and structured reasoning capabilities through dual-layer memory systems (FIFO cache and...

Classification

community

Est Downloads (All Time)

146

Release Date

Nov 29, 2025

Central Memory

Logan Cook

Persistent knowledge graph storage through Azure Functions and Table Storage with workspace isolation, entity...

Classification

community

Est Downloads (All Time)

146

Release Date

Nov 6, 2025

Mem0

ssdavidai

Integrates with Mem0's cloud platform to provide persistent memory storage and retrieval, enabling long-term context...

Classification

community

Est Downloads (All Time)

146

Release Date

Nov 3, 2025

Neo4j Agent Memory

KnowAll AI

Stores entities and relationships in a Neo4j graph database with semantic search and temporal filtering, enabling...

Classification

community

Est Downloads (All Time)

8.6k

Release Date

Nov 3, 2025