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Integrations

Connect Engram Memory with AI agents, MCP clients, and frameworks

Integrations

Engram Memory integrates with AI agents and frameworks through the Model Context Protocol (MCP) and official SDKs.

Available Integrations

MCP Server

Connect Engram to any MCP-compatible AI agent — Claude Code, Claude Desktop, Cursor, Windsurf, and others. The MCP server exposes memory operations as tools that agents can call directly during conversations.

MCP Server Guide — Setup instructions for all supported clients, transport types, and verification steps.

Agent Frameworks

Use Engram as a persistent memory backend for LangChain, LlamaIndex, and other AI frameworks through the official Python and JavaScript SDKs.

Agent Frameworks Guide — Code examples and integration patterns for popular frameworks.

Next Steps