by concierge-hq
The fabric for building next gen MCP apps
# Add to your Claude Code skills
git clone https://github.com/concierge-hq/conciergeConcierge is a library for building stateful agentic apps. Using protocols like MCP as the transport layer, Concierge provides primitives like: stages, transitions, and state. You can define invocation order and guardrails so agents reliably navigate, interact, and transact with your services. Ensuring your agent cannot call tools like before calling .
<p align="center"> <img src="assets/token_usage.png" alt="Token Usage" width="48%"/> <img src="assets/error_rate.png" alt="Error Rate" width="48%"/> </p> <p align="center"><i>Concierge apps reduce token usage by 78% and error rates by 65% compared to flat tool lists</i></p>checkout()add_to_cart()pip install concierge-sdk # Install the SDK
concierge init my-store # Scaffold a new project
cd my-store # Enter the project
python main.py # Start the server
Or convert an existing MCP server:
# Before
from mcp.server.fastmcp import FastMCP
app = FastMCP("my-server")
# After
from concierge import Concierge
app = Concierge(FastMCP("my-server"))
Your @app.tool() and other decorators are unchanged. But you get superpowers.
When you expo...