Codebase Memory for LangChain
io.github.deusdata/codebase-memory-mcp
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
client:LangChain
transport:stdio
runtime:npm
Install Codebase Memory in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"codebase-memory-mcp": {
"transport": "stdio",
"command": "npx",
"args": ["-y", "codebase-memory-mcp"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs