--- title: "concierge vs mcp-use" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/concierge-hq-concierge-vs-mcp-use-mcp-use" tools: ["concierge-hq-concierge", "mcp-use-mcp-use"] --- # concierge vs mcp-use *GraphCanon updated Sep 20, 2026* ## Verdict Pick concierge if concierge is a Python-based universal SDK designed for developing next-generation MCP servers that facilitate advanced chatbot applications and automation services leveraging AI agents; pick mcp-use if the MCP framework for AI Agents development supports TypeScript-based development of applications and servers that integrate with ChatGPT and Claude. [concierge](https://platform.getconcierge.app) reports 531 GitHub stars, 99 forks, and 55 open issues, last pushed Jun 9, 2026. [mcp-use](https://manufact.com) has 11k stars, 1.5k forks, and 74 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [concierge's repository](https://github.com/concierge-hq/concierge) and [mcp-use's repository](https://github.com/mcp-use/mcp-use). | | [concierge](/tools/concierge-hq-concierge.md) | [mcp-use](/tools/mcp-use-mcp-use.md) | | --- | --- | --- | | Tagline | Universal SDK for building next-gen MCP servers | MCP framework for AI Agents development | | Stars | 531 | 10,654 | | Forks | 99 | 1,467 | | Open issues | 55 | 74 | | Language | Python | TypeScript | | Adopt for | Concierge is a Python-based universal SDK designed for developing next-generation MCP servers that facilitate advanced chatbot applications and automation services leveraging AI agents. | The MCP framework for AI Agents development supports TypeScript-based development of applications and servers that integrate with ChatGPT and Claude. | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [concierge](/tools/concierge-hq-concierge.md) | [mcp-use](/tools/mcp-use-mcp-use.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 103d | 1d | | Open issues (now) | 55 | 74 | | Stars delta | -1 (30d) | +282 (30d) | | Open issues delta | 0 (30d) | -48 (30d) | | Full report | [trust report](/tools/concierge-hq-concierge/trust.md) | [trust report](/tools/mcp-use-mcp-use/trust.md) | ## Decision facts: concierge - **Adopt for:** Concierge is a Python-based universal SDK designed for developing next-generation MCP servers that facilitate advanced chatbot applications and automation services leveraging AI agents. ## Decision facts: mcp-use - **Adopt for:** The MCP framework for AI Agents development supports TypeScript-based development of applications and servers that integrate with ChatGPT and Claude. ## Choose when ### Choose concierge if… - concierge is primarily Python; mcp-use is TypeScript. - License: concierge is Other, mcp-use is MIT. - Tags unique to concierge: agentic-ai, agents, automation, llm. - concierge ships Docker support for self-hosted deployment. - When you need to build self-hosted, sophisticated chatbot applications requiring integration with MCP protocols and workflow automation technologies. ### Choose mcp-use if… - mcp-use is primarily TypeScript; concierge is Python. - License: mcp-use is MIT, concierge is Other. - Tags unique to mcp-use: agentic-framework, ai, apps-sdk, chatgpt. - If your project involves building an application or server that needs to be integrated with both ChatGPT and Claude using TypeScript, then mcp-use is tailored for this scenario. ## When NOT to use concierge - Avoid if you are working in environments that do not support Python or require SDK functionalities for languages other than Python. - Not suitable for projects that are constrained by licenses outside the provided 'Other' license category, which may limit interoperability and contribution freedoms. ## When NOT to use mcp-use - Do not use if your project requires a different programming language, as mcp-use strictly supports TypeScript. - Avoid using it when your application does not need integration with ChatGPT and Claude, since the framework is specifically designed for these two platforms. ## Common questions ### What is the difference between concierge and mcp-use? concierge: Universal SDK for building next-gen MCP servers. mcp-use: MCP framework for AI Agents development. See the comparison table for live GitHub stats and shared categories. ### When should I choose concierge over mcp-use? Choose concierge over mcp-use when concierge is primarily Python; mcp-use is TypeScript; License: concierge is Other, mcp-use is MIT; Tags unique to concierge: agentic-ai, agents, automation, llm; concierge ships Docker support for self-hosted deployment; When you need to build self-hosted, sophisticated chatbot applications requiring integration with MCP protocols and workflow automation technologies. ### When should I choose mcp-use over concierge? Choose mcp-use over concierge when mcp-use is primarily TypeScript; concierge is Python; License: mcp-use is MIT, concierge is Other; Tags unique to mcp-use: agentic-framework, ai, apps-sdk, chatgpt; If your project involves building an application or server that needs to be integrated with both ChatGPT and Claude using TypeScript, then mcp-use is tailored for this scenario. ### When should I avoid concierge? Avoid if you are working in environments that do not support Python or require SDK functionalities for languages other than Python. Not suitable for projects that are constrained by licenses outside the provided 'Other' license category, which may limit interoperability and contribution freedoms. ### When should I avoid mcp-use? Do not use if your project requires a different programming language, as mcp-use strictly supports TypeScript. Avoid using it when your application does not need integration with ChatGPT and Claude, since the framework is specifically designed for these two platforms. ### Is concierge or mcp-use more popular on GitHub? mcp-use has more GitHub stars (10,654 vs 531). Stars measure visibility, not whether either tool fits your constraints. ### Are concierge and mcp-use open source? Yes - both are open-source projects on GitHub (concierge: Other, mcp-use: MIT). ### Where can I find alternatives to concierge or mcp-use? GraphCanon lists graph-backed alternatives at [concierge alternatives](/tools/concierge-hq-concierge/alternatives) and [mcp-use alternatives](/tools/mcp-use-mcp-use/alternatives) ([concierge markdown twin](/tools/concierge-hq-concierge/alternatives.md), [mcp-use markdown twin](/tools/mcp-use-mcp-use/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/concierge-hq-concierge-vs-mcp-use-mcp-use.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, concierge or mcp-use? concierge: Slowing. mcp-use: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for concierge and mcp-use? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [concierge trust report](/tools/concierge-hq-concierge/trust); [mcp-use trust report](/tools/mcp-use-mcp-use/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=concierge-hq-concierge`](/api/graphcanon/graph?tool=concierge-hq-concierge) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_