MCP Memory Graph for LangChain
io.github.retrorobai/mcp-memory-graph
Authority-weighted memory graph for AI agents with conflict detection and semantic search.
client:LangChain
transport:stdio
runtime:pypi
Install MCP Memory Graph in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"mcp-memory-graph": {
"transport": "stdio",
"command": "uvx",
"args": ["mcp-memory-graph"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs