memora and memory-journal-mcp

These are competitors offering overlapping core functionality—both are MCP servers designed to provide persistent memory, knowledge graphs, and cross-session context for AI agents—though memory-journal-mcp adds GitHub integration and automatic session briefing while memora emphasizes semantic storage.

memora
54
Established
memory-journal-mcp
50
Established
Maintenance 13/25
Adoption 10/25
Maturity 15/25
Community 16/25
Maintenance 13/25
Adoption 5/25
Maturity 18/25
Community 14/25
Stars: 322
Forks: 34
Downloads: —
Commits (30d): 0
Language: Python
License: MIT
Stars: 11
Forks: 3
Downloads: —
Commits (30d): 0
Language: TypeScript
License: MIT
No Package No Dependents
No risk flags

About memora

agentic-box/memora

Give your AI agents persistent memory — MCP server for semantic storage, knowledge graphs, and cross-session context

Implements a Model Context Protocol (MCP) server with pluggable embedding backends (OpenAI, sentence-transformers, TF-IDF) and multi-tiered storage—local SQLite, Cloudflare D1, or S3/R2 with optional encryption and compression. Features include interactive knowledge graph visualization, RAG-powered chat with streaming LLM tool calling, event notifications for inter-agent communication, and automated memory deduplication via LLM comparison. Integrates with Claude Code and Codex CLI through stdio or HTTP transports.

About memory-journal-mcp

neverinfamous/memory-journal-mcp

MCP Server for AI Context + Project Intelligence. Overcome Disconnected AI Sessions with Persistent Project Memory, Automatic Session Briefing & Summation, Triple Search, Knowledge Graphs, GitHub Integration (Actions, Insights, Issues, Kanban, Milestones, and PRs), Automated Scheduling, 42 Tools, Tool Filtering, and HTTP/SSE & stdio Transport.

Persists project context across AI sessions using SQLite with full-text and semantic vector search (HuggingFace transformers + sqlite-vec), enabling agents to auto-brief from history and hand off context via structured session summaries. Provides 61 MCP tools organized in 10 groups including GitHub Commander for automated issue triage, PR review, and audit workflows, plus dynamic multi-repo routing via PROJECT_REGISTRY for managing multiple projects with a single server instance. Architecture emphasizes structured error handling with classification codes and recovery hints for agent reliability, backed by 96.7% test coverage and Alpine Docker deployment.

Related comparisons

memora and mcp-memory-service memora and nocturne_memory memora and mcp-memory-libsql memora and mcp-memory-keeper memora and brain-mcp memora and memorix

Scores updated daily from GitHub, PyPI, and npm data. How scores work