Best Alternatives to Graph Mem

Moxie Docs MCP

Runtime: npx

★ Featured

MCP server providing automated, context-aware documentation and code convention insights for GitHub repos.

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

MCP server for persistent, semantic memory across AI sessions

Synap Memory

Runtime: uvx

Persistent memory for AI agents — log and recall conversation context over MCP.

Mcp Server

Runtime: Remote (SSE)

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

Persistent long-term memory for AI agents: semantic search, knowledge graph, and task canvas.

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

Memory system for AI agents with semantic search. Store and recall memories with ease.

Mcp

Runtime: Remote (SSE)

AI memory layer — one shared, persistent memory across every AI tool you connect.

Memora

Runtime: npx

Persistent memory MCP server with knowledge graph, semantic search, cloud sync, and cross-session context management.

Semantic code search for AI coding assistants. Local Qdrant, multi-repo, no API keys.

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.