Memory Engine MCP for LangChain
io.github.simoneb79/memory-engine-mcp
Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.
client:LangChain
transport:stdio
runtime:oci
Install Memory Engine MCP in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"memory-engine-mcp": {
"transport": "stdio",
"command": "docker",
"args": ["run", "-i", "--rm", "ghcr.io/simoneb79/memory-engine-mcp:1.5.3"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs