Comparison
concierge vs mcp-use
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.
Markdown twin · concierge alternatives · mcp-use alternatives
GraphCanon updated Sep 20, 2026
10views this month
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Trust & integrity
| Signal | concierge | mcp-use |
|---|---|---|
| Maintenance | Slowing (103d since push) As of Sep 20, 2026 · github_public_v1 | Very active (1d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 19, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- concierge
- Universal SDK for building next-gen MCP servers
- mcp-use
- MCP framework for AI Agents development
Stars
- concierge
- 531
- mcp-use
- 11k
Forks
- concierge
- 99
- mcp-use
- 1.5k
Open issues
- concierge
- 55
- mcp-use
- 74
Language
- concierge
- Python
- mcp-use
- TypeScript
Adopt for
- concierge
- 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.
- mcp-use
- The MCP framework for AI Agents development supports TypeScript-based development of applications and servers that integrate with ChatGPT and Claude.
Persona
- concierge
- -
- mcp-use
- -
Runtime
- concierge
- -
- mcp-use
- -
License
- concierge
- Other
- mcp-use
- MIT
Last pushed
- concierge
- Jun 9, 2026
- mcp-use
- Sep 18, 2026
Categories
- concierge
- AI Agents, Developer Tools
- mcp-use
- AI Agents, Developer Tools
Trust and health
Maintenance
- concierge
- Slowing (36%)
- mcp-use
- Very active (96%)
Days since push
- concierge
- 103d
- mcp-use
- 1d
Open issues (now)
- concierge
- 55
- mcp-use
- 74
Stars delta
- concierge
- -1 (30d)
- mcp-use
- +282 (30d)
Open issues delta
- concierge
- 0 (30d)
- mcp-use
- -48 (30d)
Full report
- concierge
- Trust report
- mcp-use
- Trust report
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.
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.
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (concierge-hq/concierge) · observed Sep 20, 2026
- GitHub forks (concierge-hq/concierge) · observed Sep 20, 2026
- Last push (concierge-hq/concierge) · observed Jun 9, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 19, 2026
- GitHub stars (mcp-use/mcp-use) · observed Sep 20, 2026
- GitHub forks (mcp-use/mcp-use) · observed Sep 20, 2026
- Last push (mcp-use/mcp-use) · observed Sep 18, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: concierge 531 · mcp-use 11k (synced Sep 20, 2026).
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 and mcp-use alternatives (concierge markdown twin, mcp-use markdown twin), 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 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; mcp-use trust report.