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MyAgentHubs/aimemo

by Various

๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ ๐Ÿง - Zero-dependency MCP memory server. Single binary, 100% local, no Docker.

M

MCP

MyAgentHubs/aimemo

Added 1 June 2026

#ai #claude #context-protocol #golang #knowledge-graph #local-first #mcp #memory

Overview

A zero-dependency MCP memory server delivered as a single binary. It runs entirely locally without Docker or external dependencies, providing a lightweight memory layer for AI agents using the Model Context Protocol.

Best for

Best for
Developers needing a lightweight, local MCP memory server for AI agent experiments

Use cases

  • Running a local MCP memory server for agent workflows
  • Embedding persistent memory in AI toolchains without containers
  • Testing MCP memory features in development environments

Notes

A zero-dependency MCP memory server delivered as a single binary. It runs entirely locally without Docker or external dependencies, providing a lightweight memory layer for AI agents using the Model Context Protocol.

0 stars on GitHub. Last updated 2026-02-21. Licensed MIT.

Use cases

  • Running a local MCP memory server for agent workflows
  • Embedding persistent memory in AI toolchains without containers
  • Testing MCP memory features in development environments

Pros

  • Single binary simplifies deployment and reduces overhead
  • No external dependencies or Docker required
  • 100% local operation ensures data privacy and low latency

Cons

  • Zero stars indicates limited community adoption and testing
  • Only supports the MCP protocol, limiting interoperability
  • Lack of Docker may hinder integration in containerized stacks

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.

Pros

  • Single binary simplifies deployment and reduces overhead
  • No external dependencies or Docker required
  • 100% local operation ensures data privacy and low latency

Cons

  • Zero stars indicates limited community adoption and testing
  • Only supports the MCP protocol, limiting interoperability
  • Lack of Docker may hinder integration in containerized stacks