v10.26 — Now Available

MCP Memory Service

Persistent memory for AI agents. Semantic search, knowledge graph, automatic consolidation — now accessible from Claude.ai via Streamable HTTP.

GitHub PyPI Package

What's New in v10.26

Claude.ai can now connect to your self-hosted memory server. Your knowledge, your data, your server.

Streamable HTTP Transport

New --streamable-http CLI flag. One command and your memory server is remotely accessible from Claude.ai. Fully separate from SSE — existing setups are unaffected.

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OAuth 2.1 + PKCE

S256 Proof Key for Code Exchange across all storage backends. Bearer token auth on /mcp, API key-gated authorization, RFC 9728 discovery. The secure auth flow Claude.ai expects.

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Self-Hosted & Privacy-First

Run on your VPS, your cloud, your hardware. Zero data leaves your infrastructure. Open source under Apache 2.0. Full control over your AI agent's memory.

How It Works

Claude.ai connects to your memory server through Streamable HTTP with OAuth 2.1 authentication.

Browser
Claude.ai
Transport
Streamable HTTP
Auth
OAuth 2.1 + PKCE
Server
MCP Memory
Storage
Knowledge Graph
Data flow Auth boundary

Built for Production

Battle-tested with comprehensive testing and optimized for performance.

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Tests
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AI Apps Supported
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Read Latency
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Cache Speedup

Get Started in Seconds

Install from PyPI and connect your AI agents to persistent memory.

Click to copy pip install mcp-memory-service