Comparison
concierge vs cc-switch
Verdict
Pick concierge when concierge is primarily Python; cc-switch is Rust; pick cc-switch when cc-switch is primarily Rust; concierge is Python.
Markdown twin · concierge alternatives · cc-switch alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | concierge | cc-switch |
|---|---|---|
| Maintenance | Steady (36d since push) As of today · github_public_v1 | Very active (0d since push) As of 4d · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of 4d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No lockfile (source not queried) As of 4d · 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
- cc-switch
- A cross-platform desktop All-in-One assistant for multiple AI agents
Stars
- concierge
- 531
- cc-switch
- 116k
Forks
- concierge
- 96
- cc-switch
- 7.8k
Open issues
- concierge
- 55
- cc-switch
- 1.9k
Language
- concierge
- Python
- cc-switch
- Rust
Adopt for
- concierge
- -
- cc-switch
- cc-switch is a cross-platform desktop tool for managing AI agents written in Rust and TypeScript.
Persona
- concierge
- -
- cc-switch
- -
Runtime
- concierge
- -
- cc-switch
- -
License
- concierge
- Other
- cc-switch
- cc-switch is distributed under the MIT License, allowing free modification and distribution as long as copyright notices are retained and changed licenses do not restrict usage.
Last pushed
- concierge
- Jun 9, 2026
- cc-switch
- Jul 11, 2026
Categories
- concierge
- AI Agents, Developer Tools, LLM Frameworks
- cc-switch
- AI Agents, Developer Tools
Trust and health
Maintenance
- concierge
- Steady (60%)
- cc-switch
- Very active (96%)
Days since push
- concierge
- 36d
- cc-switch
- 0d
Open issues (now)
- concierge
- 55
- cc-switch
- 1.9k
Owner type
- concierge
- Organization
- cc-switch
- User
Full report
- concierge
- Trust report
- cc-switch
- Trust report
Choose concierge if…
- concierge is primarily Python; cc-switch is Rust.
- License: concierge is Other, cc-switch is MIT.
- Tags unique to concierge: agentic-ai, agentic-web, agentic-web-protocol, agentic-workflow.
- Also covers LLM Frameworks.
When NOT to use concierge
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose cc-switch if…
- cc-switch is primarily Rust; concierge is Python.
- License: cc-switch is MIT, concierge is Other.
- Tags unique to cc-switch: claude code, codex, desktop-app, hermes-agent.
- If you require seamless interaction with multiple AI agents such as Claude Code, Codex, or Gemini CLI in a single interface.
When NOT to use cc-switch
- If you are looking for a web-based or mobile app; cc-switch is strictly desktop-focused.
- Requires manual curation of supported agents, limiting its utility if your primary agent is not included by default.
- You prioritize the use of proprietary tools over open-source solutions.
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 Jul 15, 2026
- GitHub forks (concierge-hq/concierge) · observed Jul 15, 2026
- Last push (concierge-hq/concierge) · observed Jun 9, 2026
- License file (Other) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (farion1231/cc-switch) · observed Jul 11, 2026
- GitHub forks (farion1231/cc-switch) · observed Jul 11, 2026
- Last push (farion1231/cc-switch) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: concierge 531 · cc-switch 116k (synced Jul 15, 2026).
Common questions
- What is the difference between concierge and cc-switch?
- concierge: 🚀 Universal SDK for building next-gen MCP servers. cc-switch: A cross-platform desktop All-in-One assistant for multiple AI agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose concierge over cc-switch?
- Choose concierge over cc-switch when concierge is primarily Python; cc-switch is Rust; License: concierge is Other, cc-switch is MIT; Tags unique to concierge: agentic-ai, agentic-web, agentic-web-protocol, agentic-workflow; Also covers LLM Frameworks.
- When should I choose cc-switch over concierge?
- Choose cc-switch over concierge when cc-switch is primarily Rust; concierge is Python; License: cc-switch is MIT, concierge is Other; Tags unique to cc-switch: claude code, codex, desktop-app, hermes-agent; If you require seamless interaction with multiple AI agents such as Claude Code, Codex, or Gemini CLI in a single interface.
- When should I avoid concierge?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid cc-switch?
- If you are looking for a web-based or mobile app; cc-switch is strictly desktop-focused. Requires manual curation of supported agents, limiting its utility if your primary agent is not included by default. You prioritize the use of proprietary tools over open-source solutions.
- Is concierge or cc-switch more popular on GitHub?
- cc-switch has more GitHub stars (115,863 vs 531). Stars measure visibility, not whether either tool fits your constraints.
- Are concierge and cc-switch open source?
- Yes - both are open-source projects on GitHub (concierge: Other, cc-switch: MIT).
- Where can I find alternatives to concierge or cc-switch?
- GraphCanon lists graph-backed alternatives at concierge alternatives and cc-switch alternatives (concierge markdown twin, cc-switch 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 cc-switch?
- concierge: Steady. cc-switch: 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 cc-switch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: concierge trust report; cc-switch trust report.