Comparison
cc-switch vs tma1
Verdict
Pick cc-switch when cc-switch is primarily Rust; tma1 is Go; pick tma1 when tma1 is primarily Go; cc-switch is Rust.
Markdown twin · cc-switch alternatives · tma1 alternatives
GraphCanon updated today
Trust & integrity
| Signal | cc-switch | tma1 |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4d · github_public_v1 | Very active (3d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of 4d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4d · osv@v1 | No lockfile (source not queried) As of today · 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
- cc-switch
- A cross-platform desktop All-in-One assistant for multiple AI agents
- tma1
- Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks and MCP.
Stars
- cc-switch
- 116k
- tma1
- 109
Forks
- cc-switch
- 7.8k
- tma1
- 12
Open issues
- cc-switch
- 1.9k
- tma1
- 5
Language
- cc-switch
- Rust
- tma1
- Go
Adopt for
- cc-switch
- cc-switch is a cross-platform desktop tool for managing AI agents written in Rust and TypeScript.
- tma1
- -
Persona
- cc-switch
- -
- tma1
- -
Runtime
- cc-switch
- -
- tma1
- -
License
- 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.
- tma1
- Apache-2.0
Last pushed
- cc-switch
- Jul 11, 2026
- tma1
- Jul 11, 2026
Categories
- cc-switch
- AI Agents, Developer Tools
- tma1
- AI Agents, Developer Tools, LLM Frameworks
Trust and health
Days since push
- cc-switch
- 0d
- tma1
- 3d
Open issues (now)
- cc-switch
- 1.9k
- tma1
- 5
Owner type
- cc-switch
- User
- tma1
- Organization
Full report
- cc-switch
- Trust report
- tma1
- Trust report
Choose cc-switch if…
- cc-switch is primarily Rust; tma1 is Go.
- License: cc-switch is MIT, tma1 is Apache-2.0.
- Tags unique to cc-switch: desktop-app, hermes-agent, minimax, openclaw.
- 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.
Choose tma1 if…
- tma1 is primarily Go; cc-switch is Rust.
- License: tma1 is Apache-2.0, cc-switch is MIT.
- Tags unique to tma1: agent-loop, agent-observability, ai-agents, copilot-cli.
- Also covers LLM Frameworks.
When NOT to use tma1
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (tma1-ai/tma1) · observed Jul 15, 2026
- GitHub forks (tma1-ai/tma1) · observed Jul 15, 2026
- Last push (tma1-ai/tma1) · observed Jul 11, 2026
- License file (Apache-2.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: cc-switch 116k · tma1 109 (synced Jul 11, 2026).
Common questions
- What is the difference between cc-switch and tma1?
- cc-switch: A cross-platform desktop All-in-One assistant for multiple AI agents. tma1: Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks and MCP.. See the comparison table for live GitHub stats and shared categories.
- When should I choose cc-switch over tma1?
- Choose cc-switch over tma1 when cc-switch is primarily Rust; tma1 is Go; License: cc-switch is MIT, tma1 is Apache-2.0; Tags unique to cc-switch: desktop-app, hermes-agent, minimax, openclaw; If you require seamless interaction with multiple AI agents such as Claude Code, Codex, or Gemini CLI in a single interface.
- When should I choose tma1 over cc-switch?
- Choose tma1 over cc-switch when tma1 is primarily Go; cc-switch is Rust; License: tma1 is Apache-2.0, cc-switch is MIT; Tags unique to tma1: agent-loop, agent-observability, ai-agents, copilot-cli; Also covers LLM Frameworks.
- 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.
- When should I avoid tma1?
- 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.
- Is cc-switch or tma1 more popular on GitHub?
- cc-switch has more GitHub stars (115,863 vs 109). Stars measure visibility, not whether either tool fits your constraints.
- Are cc-switch and tma1 open source?
- Yes - both are open-source projects on GitHub (cc-switch: MIT, tma1: Apache-2.0).
- Where can I find alternatives to cc-switch or tma1?
- GraphCanon lists graph-backed alternatives at cc-switch alternatives and tma1 alternatives (cc-switch markdown twin, tma1 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, cc-switch or tma1?
- cc-switch: Very active. tma1: 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 cc-switch and tma1?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: cc-switch trust report; tma1 trust report.