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memory-journal-mcp
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memory-journal-mcp

Active·★ 20·MIT·Updated 2026-07-22

Memory Journal is an MCP server designed to provide persistent long-term memory for AI agents, effectively bridging fragmented AI conversation contexts. It integrates deeply with GitHub workflows, allowing automatic capture of project history, building knowledge graphs, and offering triple search capabilities for enhanced developer productivity.

#AI Context Management#GitHub Integration#Project Memory#Knowledge Graph#Semantic Search#Developer Tools
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Guides
#Model Context Protocol
$ Install
$ npm install -g memory-journal-mcp
↗ Visit site★ GitHub
01

Features

01Dynamic AI Context Management
02Automatic GitHub Workflow Integration
03Knowledge Graph Generation
04Advanced Triple Search (Full-text, Semantic, Date Range)
02

Compatibility

Node.js
Runtime
Verified via docs
Docker
Container
Verified via docs
TypeScript
Language
Verified via docs
SQLite
Database
Verified via docs
03

Quick start

1
$ npm install -g memory-journal-mcp
04

Use cases

↳Enhancing AI-assisted project management by providing persistent memory.
↳Streamlining developer workflows with automatic context capture and project analytics.
↳Facilitating comprehensive code reviews and sprint retrospectives with detailed project history.
↳Overcoming AI 'thread amnesia' by allowing agents to query full project history.
05

Alternatives

⚡Top VS:
VSclaude-code-buddy★16→VSContext-Engine★401→VSkodit★125→

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neverinfamous /
memory-journal-mcp
↗

MCP server for AI Context + Project Intelligence. Overcome disconnected AI sessions with persistent project memory, triple search, knowledge graphs, and GitHub integration (Actions, Issues, Kanban Boards, Milestones, and PRs). Uses Tool Filtering. HTTP/SSE Transport Available.

20MIT
Last commit3mo ago
StatusActive
CategoryRAG / Knowledge Base
Links
Documentation↗Discussion↗Issues↗Releases↗
Cloud Infrastructure
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