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base repository: MemMachine/MemMachine
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head repository: MemMachine/MemMachine
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compare: dab4fdf
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  • 2 commits
  • 14 files changed
  • 2 contributors

Commits on Nov 3, 2025

  1. feat. implement simple mcp (#405) 

    feat. implement simple stdio mcp

Implements a simplified MCP (Model Content Protocol) server for
MemMachine, replacing complex MCP tools with two streamlined methods:
`add_memory` and `search_memory`. The new implementation focuses on
better LLM integration with clearer descriptions and minimal parameter
sets.

- Simplify MCP interface with two core tools optimized for LLM
  interaction
- Add two new command-line entry points for standalone MCP operation
- Implement user ID context management with environment variable
  override support
- Restructure application lifespan management to support both standalone
  MCP and integrated HTTP modes
    @jealous
    jealous authored Nov 3, 2025
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  2. Profile Memory regex fixes for Bedrock models (#441)

    @gauri-nagavkar-memverge
    gauri-nagavkar-memverge authored Nov 3, 2025
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