PAPI: Persistent Adaptive Project Intelligence for LangChain
io.github.getpapi/papi
Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.
client:LangChain
transport:streamable-http
runtime:npm
Install PAPI: Persistent Adaptive Project Intelligence in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"papi": {
"transport": "streamable_http",
"url": "https://mcp.getpapi.ai/mcp",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs