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Concierge
Supports UIby concierge-hq
Universal SDK for building reliable MCP servers with progressive tool disclosure and workflow control.
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Works in:claude
Exposes:Tools
What it does
Concierge provides a structural layer for MCP servers, allowing developers to organize tools into discrete stages and transitions. Instead of overwhelming an AI agent with a flat list of every available tool, Concierge progressively discloses only the tools relevant to the current step of a workflow, ensuring deterministic results and higher reliability.
Tools
Concierge is a framework that manages other tools. Key capabilities include:
- Stage Management: Group tools into logical steps (e.g., browse → cart → checkout).
- Transitions: Enforce a specific sequence of operations that the agent must follow.
- State Management: Pass session-scoped data between steps without round-tripping through the LLM.
- Semantic Search: Collapse large APIs (100+ tools) behind search and call meta-tools.
Installation
Install the SDK via pip:
pip install concierge-sdk
To start a new project:
concierge init my-store
Supported hosts
- Claude Desktop
- Any MCP-compatible client (via stdio or HTTP)
Quick install
pip install concierge-sdkInformation
- Pricing
- free
- Published
- 4/14/2026
- stars
