Comparison
cc-switch vs serena
Verdict
Pick cc-switch if cc-switch is a cross-platform desktop tool for managing AI agents written in Rust and TypeScript; pick serena if serena is an advanced tool aimed at enhancing coding tasks through semantic retrieval and editing capabilities, designed for integration with AI agents.
Markdown twin · cc-switch alternatives · serena alternatives
GraphCanon updated 2d
Trust & integrity
| Signal | cc-switch | serena |
|---|---|---|
| Maintenance | Very active (1d since push) As of 3w · github_public_v1 | Very active (0d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 3w · github_public_v1 | Not a fork · Organization account As of 2d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- serena
- A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
Stars
- cc-switch
- 121k
- serena
- 28k
Forks
- cc-switch
- 8.1k
- serena
- 1.9k
Open issues
- cc-switch
- 2.1k
- serena
- 111
Language
- cc-switch
- Rust
- serena
- Python
Adopt for
- cc-switch
- cc-switch is a cross-platform desktop tool for managing AI agents written in Rust and TypeScript.
- serena
- Serena is an advanced tool aimed at enhancing coding tasks through semantic retrieval and editing capabilities, designed for integration with AI agents.
Persona
- cc-switch
- -
- serena
- -
Runtime
- cc-switch
- -
- serena
- -
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.
- serena
- MIT
Last pushed
- cc-switch
- Jul 24, 2026
- serena
- Aug 18, 2026
Categories
- cc-switch
- AI Agents, Developer Tools
- serena
- AI Agents, Developer Tools
Trust and health
Days since push
- cc-switch
- 1d
- serena
- 0d
Open issues (now)
- cc-switch
- 2.1k
- serena
- 111
Stars delta
- cc-switch
- Unknown
- serena
- +1.6k (30d)
Open issues delta
- cc-switch
- Unknown
- serena
- -1 (30d)
Owner type
- cc-switch
- User
- serena
- Organization
Full report
- cc-switch
- Trust report
- serena
- Trust report
Choose cc-switch if…
- cc-switch is primarily Rust; serena is Python.
- 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.
Choose serena if…
- serena is primarily Python; cc-switch is Rust.
- Tags unique to serena: agent, ai-coding, language-server, programming.
- serena ships Docker support for self-hosted deployment.
- You are working within a JetBrains IDE and want to leverage Serena's integrated tools for better code understanding and manipulation.
When NOT to use serena
- If your preferred IDE is not JetBrains, as other integrations may require more manual configuration and might not be fully supported.
- You are looking for a generic code editor enhancement tool that does not need to interface with specific AI agents or MCP clients.
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 26, 2026
- GitHub forks (farion1231/cc-switch) · observed Jul 26, 2026
- Last push (farion1231/cc-switch) · observed Jul 24, 2026
- License file (MIT) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (oraios/serena) · observed Aug 19, 2026
- GitHub forks (oraios/serena) · observed Aug 19, 2026
- Last push (oraios/serena) · observed Aug 18, 2026
- License file (MIT) · observed Aug 19, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: cc-switch 121k · serena 28k (synced Jul 26, 2026).
Common questions
- What is the difference between cc-switch and serena?
- cc-switch: A cross-platform desktop All-in-One assistant for multiple AI agents. serena: A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent. See the comparison table for live GitHub stats and shared categories.
- When should I choose cc-switch over serena?
- Choose cc-switch over serena when cc-switch is primarily Rust; serena is Python; 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 choose serena over cc-switch?
- Choose serena over cc-switch when serena is primarily Python; cc-switch is Rust; Tags unique to serena: agent, ai-coding, language-server, programming; serena ships Docker support for self-hosted deployment; You are working within a JetBrains IDE and want to leverage Serena's integrated tools for better code understanding and manipulation.
- 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 serena?
- If your preferred IDE is not JetBrains, as other integrations may require more manual configuration and might not be fully supported. You are looking for a generic code editor enhancement tool that does not need to interface with specific AI agents or MCP clients.
- Is cc-switch or serena more popular on GitHub?
- cc-switch has more GitHub stars (121,151 vs 28,200). Stars measure visibility, not whether either tool fits your constraints.
- Are cc-switch and serena open source?
- Yes - both are open-source projects on GitHub (cc-switch: MIT, serena: MIT).
- Where can I find alternatives to cc-switch or serena?
- GraphCanon lists graph-backed alternatives at cc-switch alternatives and serena alternatives (cc-switch markdown twin, serena 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 serena?
- cc-switch: Very active. serena: 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 serena?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: cc-switch trust report; serena trust report.