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Record · mcp-memory-sMCP serverCosts not checkedRecord checked Sep 23, 2026

MCP Memory Service

Self-hosted persistent memory for Claude and agent pipelines, over MCP, REST, OAuth and CLI.

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Sources and review

Checked against public documentation on . Suitability guidance is our editorial judgment; this is not a performance benchmark or an endorsement.

Best for

Sharing one long-term memory across several agents or frameworks without a cloud service.

About MCP Memory Service

MCP Memory Service is a self-hosted memory backend for AI agents. Agents store decisions and share causal knowledge graphs, with autonomous consolidation over time, through MCP, a REST API, OAuth, a CLI and a dashboard. It works with Claude Desktop and OpenCode as well as LangGraph, CrewAI and AutoGen pipelines.

MCP Memory Service is listed in this index written primarily in Python, with 2.1k stars on GitHub. Its latest recorded repository push was in November 2026; that is not an ASE editorial review date.

Before connecting: access and data

This record's specific permissions have not been reviewed by ASE. Read the publisher's documentation before copying setup or connecting.

  • List the accounts, files and services the enabled tools can read, change or execute. Check your actual credentials and discovered tools.
  • Use narrowly scoped credentials and read-only mode where supported. Review proposed writes before approving them; a generated configuration does not apply these limits for you.
  • Local launch is not local-only data processing. External services receive requests, and your client may pass tool results to its model provider. Check both destinations before sharing private data.
  • Keep keys and browser session files out of shared config, repositories and screenshots. Know how to disconnect the server and separately revoke its credentials or account sessions.

Read the setup guide →

Install

pip install mcp-memory-service
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