concierge-sdkThe industry standard framework for building MCP servers, MCP tools, MCP resources, and MCP applications in Python. Use Concierge whenever you need to build...
Install via ClawdBot CLI:
clawdbot install arnavbalyan/concierge-sdkGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/concierge-hq/conciergeAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
Build an MCP server that exposes tools for order lookup, return initiation, and FAQ search to AI agents handling customer inquiries. Concierge's staged disclosure ensures agents only see relevant tools per support step, preventing token bloat and improving response accuracy.
Create a secure MCP server with tools for patient data retrieval, appointment booking, and prescription refills, integrating with existing EHR APIs. Shared state allows passing patient context between steps without LLM round-trips, ensuring compliance and efficiency.
Develop an agentic application that provides tools for real-time market data fetching, portfolio analysis, and trade execution via brokerage APIs. Concierge's enforced execution order prevents unauthorized trades by restricting tool access until verification steps are completed.
Implement an MCP server with tools for flight search, hotel booking, and itinerary generation, connecting to multiple travel APIs. Staged disclosure guides agents through planning, booking, and confirmation steps, reducing errors in complex multi-step workflows.
Build a tool server for AI agents to handle IT tickets with tools for user authentication, issue triage, and system diagnostics. Shared state maintains session context across interactions, enabling seamless escalation and resolution tracking in enterprise environments.
Offer Concierge as a managed service with cloud deployment, analytics, and premium support for businesses building custom MCP servers. Revenue comes from subscription tiers based on usage, features like semantic search, and enterprise-grade state backends.
Provide specialized development services to help companies integrate Concierge into their existing systems, such as converting FastMCP servers or building complex agentic workflows. Revenue is generated through project-based contracts and ongoing maintenance fees.
Create a marketplace where developers can sell or share pre-built Concierge-based MCP tools and servers for common use cases like CRM integration or data analysis. Revenue streams include transaction fees, licensing, and premium tool subscriptions.
💬 Integration Tip
Start by wrapping existing FastMCP servers with Concierge in two lines to add advanced features like staged disclosure without rewriting code, ensuring a smooth migration path.
Scored Apr 19, 2026
智能客服机器人 - 24小时在线客服,自动回复、知识库管理、多渠道支持
切换 agent 的人设(soul.md)。支持三套预设人设与原有人设之间自由切换。 触发词:切换人设、persona-switch、赛博朋友、温柔伴侣、创始人龙虾。
Cross-functional organizational health check combining signals from all C-suite roles. Scores 8 dimensions on a traffic-light scale with drill-down recommend...
Build React chat interfaces with Vercel AI SDK v6. Covers useChat/useCompletion/useObject hooks, message parts structure, tool approval workflows, and 18 UI error solutions. Prevents documented issues with React Strict Mode, concurrent requests, stale closures, and tool approval edge cases. Use when: implementing AI chat UIs, migrating v5→v6, troubleshooting "useChat failed to parse stream", "stale body values", "React maximum update depth", "Cannot read properties of undefined (reading 'state')", or tool approval workflow errors.
Print a friendly greeting. Use when the user asks to be greeted, needs a simple hello demo, or wants a no-network text output test.
Builds consensus-driven AI personas from multiple perspectives