memory journal mcp for LangChain
io.github.neverinfamous/memory-journal-mcp
Developer journal with knowledge graphs, relationships, Git context, and semantic search
client:LangChain
transport:stdio
runtime:oci
Install memory journal mcp in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"memory-journal-mcp": {
"transport": "stdio",
"command": "docker",
"args": ["run", "-i", "--rm", "docker.io/writenotenow/memory-journal-mcp:v1.1.3"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs