"BEM" matching MCP servers:

• MAXential Thinking MCP

  BAM-DevCrew

  A

  license

  A

  quality

  A

  maintenance

  A structured, persistent reasoning workspace for AI. 20 tools for thought chains, branching, revision, search, tagging, and SQLite session persistence that survives context window resets and server restarts.

  Last updated 2026-05-25

  20

  78

  3

  MIT

• Engram-Mem

  docaohieu2808

  A

  license

  -

  quality

  D

  maintenance

  Enables persistent memory for AI agents, combining episodic and semantic memory with LLM reasoning, accessible via MCP.

  Last updated 2026-03-16

  2

  MIT

• io.github.DiaaAj/a-mem-mcp

  DiaaAj

  A

  license

  -

  quality

  D

  maintenance

  A-MEM is a self-evolving memory system for coding agents that automatically organizes knowledge into a Zettelkasten-style graph with dynamic relationships, enabling semantic and structural search.

  Last updated 2026-01-17

  34

  MIT

• ERINYS

  GhostyAI-HA

  A

  license

  -

  quality

  A

  maintenance

  Reflexive Memory for AI Agents - MCP Server. Remembers, forgets, questions, and bites.

  Last updated 2026-07-02

  5

  MIT

• cell-mem

  Aether-liusiqi

  A

  license

  -

  quality

  B

  maintenance

  An MCP server that provides AI agents with persistent, multi-layered memory inspired by the human brain, including consolidation, self-reflection, and generative replay.

  Last updated 2026-06-09

  1

  MIT

• Sequential Memory MCP Server

  stephenpjones

  F

  license

  -

  quality

  D

  maintenance

  An MCP server that combines sequential thinking with persistent memory through a knowledge graph, enabling AI assistants to explore decision trees by recording thinking traces, branching at low-confidence points, and backtracking to explore alternative paths.

  Last updated 2025-05-30

  1

• A-MEM: Agentic Memory System

  tobs-code

  F

  license

  -

  quality

  D

  maintenance

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  10

• Semantic Mesh Memory (SEM) MCP

  JordanCoin

  F

  license

  -

  quality

  C

  maintenance

  Provides a coherent memory layer for LLM agents that models beliefs as nodes in a constraint network to detect and surface semantic contradictions. It uses local embeddings and a hybrid geometric-logical energy model to identify conflicting information that requires review.

  Last updated 2026-02-24