Tool-Confusability Recovery Loop for LangChain
com.textforagents/tool-confusability-regression-gate
Recovery loop for agent tool catalogs: measured confusion, ranked fixes, signed recovery receipts.
client:LangChain
transport:streamable-http
tools:5
Install Tool-Confusability Recovery Loop in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"tool-confusability-regression-gate": {
"transport": "streamable_http",
"url": "https://textforagents.com/products/tool-confusability-regression-gate/mcp",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs