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Add MemMachine memory tool integration#397

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gauri-nagavkar-memverge wants to merge 1 commit intostrands-agents:mainfrom
gauri-nagavkar-memverge:feature/memmachine-memory
Draft

Add MemMachine memory tool integration#397
gauri-nagavkar-memverge wants to merge 1 commit intostrands-agents:mainfrom
gauri-nagavkar-memverge:feature/memmachine-memory

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@gauri-nagavkar-memverge gauri-nagavkar-memverge commented Feb 12, 2026

Description

Adds a memmachine_memory tool that integrates MemMachine as a memory backend for Strands agents, providing persistent episodic and semantic memory via the MemMachine Platform REST API.

Related Issues

Closes #396

Documentation PR

#TODO

Type of Change

New Tool

Testing

How have you tested the change? Verify that the changes do not break functionality or introduce warnings in consuming repositories: agents-docs, agents-tools, agents-cli

  • I ran hatch run prepare

Checklist

  • I have read the CONTRIBUTING document
  • I have added any necessary tests that prove my fix is effective or my feature works
  • I have updated the documentation accordingly
  • I have added an appropriate example to the documentation to outline the feature
  • My changes generate no new warnings
  • Any dependent changes have been merged and published

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

Signed-off-by: gauri-nagavkar <gauri.nagavkar@memverge.com>
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[FEATURE] Add MemMachine memory tool integration

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