"Multi-Agent Systems with Shared Memory Storage" matching MCP servers:

• Shared Memory MCP Server

  haasonsaas

  A

  security

  F

  license

  A

  quality

  Provides a shared context layer for AI agent teams to improve token efficiency through context deduplication and incremental state sharing. It enables multiple agents to coordinate tasks, share real-time discoveries, and manage dependencies while significantly reducing redundant data transmission.

  Last updated a month ago

  15

  3

  5

• Systems MCP

  lethain

  A

  security

  A

  license

  A

  quality

  An MCP server that allows users to run and visualize systems models using the lethain:systems library, including capabilities to run model specifications and load systems documentation into the context window.

  Last updated 7 months ago

  2

  14

  MIT

• Multi-Memory MCP Server

  DanNsk

  -

  security

  F

  license

  -

  quality

  A knowledge graph memory server using SQLite to provide persistent, isolated contexts for organizing information into searchable categories like work and personal projects. It features unique ID-based operations and a token-efficient serialization format designed to optimize interactions with LLMs.

  Last updated 4 months ago

• MCP Agent Memory

  justanotherspy

  -

  security

  F

  license

  -

  quality

  A production-ready MCP server that enables multiple AI agents to collaborate through a shared, concurrency-safe memory space. It supports advanced search, full CRUD operations, and automatic backups to facilitate asynchronous communication between agents.

  Last updated 5 months ago

• agent-memory-mcp

  kira-autonoma

  -

  security

  A

  license

  -

  quality

  An MCP server for managing agent memory using provenance tracking, decay-weighted retrieval, and feedback loops to optimize information recall. It allows agents to store insights in a local SQLite database and rank them based on confidence, age, and usefulness.

  Last updated 4 days ago

  MIT

• AI Agent with MCP

  moises-paschoalick

  -

  security

  F

  license

  -

  quality

  Enables AI agents to access user and message data through MCP resources, providing REST API integration for user management with paginated lists and thread tracking.

  Last updated 9 months ago

  18

  2