Context Portal MCP Server by GreatScottyMac

MCP Servers Chevron right icon

Context Portal

Provider

GreatScottyMac

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.

38.8k (804 this week)

Released On

May 27, 2025

Popularity Ranking

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

#320 (#260 this week)

Database-backed project memory management system that stores decisions, progress tracking, and system patterns in a queryable knowledge graph with vector embeddings for semantic search and comprehensive import/export functionality.

GitHub Repo (702 stars)

Sponsor this project

GitHub Sponsors

Related Servers

Knowledge Graph Memory

Anthropic

Build and query persistent semantic networks for data management.

Classification

reference

Est Downloads (All Time)

1.3m

Release Date

Nov 19, 2024

MemoryMesh

CheMiguel23

Store and query structured data in local knowledge graphs.

Classification

community

Est Downloads (All Time)

47.3k

Release Date

Dec 6, 2024

Cognee

Topoteretes

AI-friendly database and knowledge-management capabilities via various database schemes.

Classification

official

Est Downloads (All Time)

—

Release Date

Dec 14, 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

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

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

Klaudium (Memory)

Milos Bastaja

Manages knowledge graphs with dynamic compression and intelligent querying capabilities for efficient information...

Classification

community

Est Downloads (All Time)

—

Release Date

Jan 3, 2025

Knowledge Graph

Shane Holloman

Enables persistent memory and structured knowledge management for enhanced personalization and context retention in...

Classification

community

Est Downloads (All Time)

109k

Release Date

Dec 26, 2024

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

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

Pluggable Knowledge Graph Memory

IzumiSy

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

Classification

community

Est Downloads (All Time)

7.6k

Release Date

Feb 28, 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

Knowledge Graph

itseasy21

Provides persistent memory for Claude through a local knowledge graph that stores entities with observations and...

Classification

community

Est Downloads (All Time)

14.9k

Release Date

Mar 18, 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

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

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

Project Management

Tejpal Virk

Maintains a structured knowledge graph of project entities and relationships, enabling users to track progress,...

Classification

community

Est Downloads (All Time)

2.2k

Release Date

Mar 22, 2025

Developer Knowledge Graph

Tejpal Virk

Knowledge graph-based server for managing software development context, storing project entities and relationships to...

Classification

community

Est Downloads (All Time)

730

Release Date

Mar 22, 2025

Memory PostgreSQL

Svetlin Dimitrov

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

Classification

community

Est Downloads (All Time)

7.4k

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 (All Time)

—

Release Date

Mar 25, 2025

Smart Thinking

Leghis

Enables intelligent decision-making through semantic embeddings and thought graphs with built-in verification states...

Classification

community

Est Downloads (All Time)

4.2k

Release Date

Mar 18, 2025

ContextManager

Tejpal Virk

Provides a multi-domain context management system with specialized knowledge graph tools for tracking and analyzing...

Classification

community

Est Downloads (All Time)

1.2k

Release Date

Mar 17, 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

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

Arc Memory Temporal Knowledge Graph

Arc Memory Team

Provides a bridge to the Arc Memory Temporal Knowledge Graph, enabling structured access to repository history,...

Classification

official

Est Downloads (All Time)

—

Release Date

Apr 28, 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

Graphiti

Zep

Provides a temporal knowledge graph system for storing, retrieving, and reasoning about relationships between...

Classification

community

Est Downloads (All Time)

—

Release Date

Aug 8, 2024

RAG Memory

ttommyth

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

Classification

community

Est Downloads (All Time)

1.4k

Release Date

May 25, 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

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

Project Synapse

angrysky56

Transforms raw text into interconnected knowledge graphs using semantic parsing, Zettelkasten methodology, and Neo4j...

Classification

community

Est Downloads (All Time)

1.2k

Release Date

Jun 30, 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

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

Memory LibSQL

DaOfficialWizard

High-performance Go implementation of persistent memory storage using libSQL with vector search capabilities,...

Classification

community

Est Downloads (All Time)

730

Release Date

Jul 24, 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

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

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

KBDB

Luxter77

PostgreSQL-backed RAG server that provides semantic search across document embeddings using pgvector, supporting...

Classification

community

Est Downloads (All Time)

438

Release Date

Aug 15, 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

LibSQL Memory

DaOfficialWizard

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

Classification

community

Est Downloads (All Time)

—

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

AI Memory

scanadi

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

Classification

community

Est Downloads (All Time)

1.7k

Release Date

Sep 2, 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

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

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

Memory Bank

Protocol-Lattice

Vector-native AI agent memory with multi-backend storage, shared spaces with ACL controls, and semantic search

Classification

community

Est Downloads (All Time)

1.9k

Release Date

Nov 10, 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

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

Memory

Calvin Francis

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

Classification

community

Est Downloads (All Time)

146

Release Date

Dec 2, 2025

BigRack

Baptiste MNH

Local-first project management server with task decomposition, dependency tracking, and vector-based context storage...

Classification

community

Est Downloads (All Time)

292

Release Date

Dec 1, 2025