MyAgentHubs/aimemo

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

How to use

Install

curl -sSL https://raw.githubusercontent.com/MyAgentHubs/aimemo/main/install.sh | bash

Tools exposed

• memory_context
• memory_store
• memory_search
• memory_forget
• memory_link

Tested with

Claude Code, Cursor, Windsurf, Cline, Continue, VS Code, ChatGPT

Example client config

[defaults]\ncontext = "main"          # default context name\nmax_results = 20          # observations returned by memory_context\n[scoring]\nrecency_weight = 0.7      # 0–1, weight of recency vs. access frequency\n[server]\ntimeout_ms = 5000         # hard timeout on every MCP call\nlog_level = "warn"        # "debug" | "info" | "warn" | "error"

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.