CC GUIvsPaperclip
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
CC GUI
CodeMoss AI · Agent harness
OSSMCP
Panel
6.94 spec wins
- Reliability
- 6.5
- Usefulness
- 7.3
- Cost
- 7.8
- Longevity
- 6.0
“Session history has search, favourites and export, so you can now bookmark your favourite conversation with a robot.”
Paperclip
Paperclip Labs, Inc. · Agent harness
OSS
Panel
6.71 spec wins
- Reliability
- 6.2
- Usefulness
- 6.7
- Cost
- 7.0
- Longevity
- 7.0
“Gives every agent a title and a reporting line, so the first thing your AI workforce receives is middle management.”
Spec by spec
| Spec | CC GUI | Paperclip |
|---|---|---|
| Architecture | ||
| Category | Agent harness | Agent harness |
| Runs | local | local, cloud |
| Platforms | macos, linux, windows | macos, linux, web |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | Yes | No |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | YesThe plugin itself is a front end; command execution and file editing happen in the CLI engine it launches. | Yes |
| Multi-file edits | Yes | No |
| Git operations | No | No |
| Browser control | No | No |
| Sandboxed execution | No | No |
| Multi-agent orchestration | YesA built-in agent system automates complex tasks and the plugin can switch between eight different CLI engines. | Yes |
| Headless / CI mode | No | No |
| Models | ||
| Backbone | Claude, OpenAI, Grok, Kimi, DeepSeek, OpenCode | via agent adapters (Claude Code, Codex, Gemini, Cursor, OpenClaw, Hermes, Pi, HTTP and shell agents) |
| Bring your own model | Yes | No |
| Local models | No | No |
| Cost | ||
| Pricing model | byok | free |
| Starts at | $0/mo | $0/mo |
| Free tier | Yes | Yes |
| Bring your own key | Yes | No |
| Openness | ||
| Open source | Yes | Yes |
| License | MIT | MIT |
| GitHub stars | 6,759 | 95,916 |
Which one would each critic pick
| Critic | CC GUI | Paperclip | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 7.3 | 7.0 | CC GUI — Pick this if you live in a JetBrains IDE and want the Claude Code panel without a second window; pick Swttch if you only ever use one engine and want a thinner wrapper. |
| El Crítico | 6.3 | 6.0 | CC GUI — Six of the eight engines are labelled beta, and a wrapper cannot be more stable than the CLI it launches. Every upstream release is a release you did not schedule. |
| El Profesor | 7.5 | 6.5 | CC GUI — The listing documents its own network path: requests go direct to the official API unless a proxy is set, the route is labelled first, and no credential is read without a dialog. |
| La Inversora | 7.3 | 6.3 | CC GUI — 5,809 stars in under a year, MIT, no meter and no seat, published by CodeMoss AI. The asset is marketplace attention, and attention is convertible if the vendor wants it to be. |
| La Jefa | 5.3 | 6.3 | Paperclip — Monthly budgets per agent with hard stops and spend tracked by company, project and provider is the first orchestrator here with a finance answer; SSO and support are still missing. |
| El Hacker | 8.0 | 8.3 | Paperclip — MIT, self-hosted in Docker, an adapter contract so loose that a shell script or a webhook counts as an employee, and an MCP gateway ticked on the roadmap. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.