AgnovsCAMEL
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
Agno
Agno · Agent framework
OSSMCP
Panel
7.05 spec wins
- Reliability
- 6.8
- Usefulness
- 7.2
- Cost
- 7.2
- Longevity
- 6.8
“The recommended way to set it up is to paste a prompt into Claude Code and let it read the README for you.”
CAMEL
CAMEL-AI.org · Agent framework
OSSMCP
Panel
6.90 spec wins
- Reliability
- 6.3
- Usefulness
- 6.8
- Cost
- 7.3
- Longevity
- 7.2
“Its sibling project simulates up to a million agents, so societal collapse is now reproducible on a laptop with a good fan.”
Spec by spec
| Spec | Agno | CAMEL |
|---|---|---|
| Architecture | ||
| Category | Agent framework | Agent framework |
| Runs | local, cloud | local |
| Platforms | macos, linux, windows | macos, linux, windows |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | Yes | Yes |
| MCP server | Yes | No |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | No | No |
| Git operations | No | No |
| Browser control | Yes | Yes |
| Sandboxed execution | Yes | No |
| Multi-agent orchestration | Yes | Yes |
| Headless / CI mode | Yes | No |
| Models | ||
| Backbone | Anthropic, OpenAI, Google, AWS Bedrock, Azure, Mistral, Groq, Cohere, Ollama | any |
| Bring your own model | Yes | Yes |
| Local models | Yes | No |
| Cost | ||
| Pricing model | byok | byok |
| Starts at | $0/mo | n/a |
| Free tier | Yes | Yes |
| Bring your own key | Yes | Yes |
| Openness | ||
| Open source | Yes | Yes |
| License | Apache-2.0 | Apache-2.0 |
| GitHub stars | 42,478 | 17,803 |
Which one would each critic pick
| Critic | Agno | CAMEL | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 7.5 | 7.0 | Agno — Pick Agno if you write Python and want the agent running as a service with an API and a UI by tonight; pick LangGraph if you want to draw the graph and own the plumbing. |
| El Crítico | 6.5 | 6.3 | Agno — Formerly phidata, now a framework plus an AgentOS runtime with fifty-plus endpoints to keep stable; two repositionings in one project's life is the risk. |
| El Profesor | 6.8 | 7.0 | CAMEL — Task decomposition happens through dialogue: two agents in assigned roles converse until subtasks emerge, the design published at NeurIPS 2023 and still the core of the framework. |
| La Inversora | 7.0 | 6.8 | Agno — Agno Inc sells the control plane, meters live connections at $95 each rather than events, and shows UnitedHealth, IBM and a Fortune 5 logo, which is a Series B deck in one screenshot. |
| La Jefa | 6.5 | 6.3 | Agno — Pro is $150 a month for three seats, then $30 a seat: $1,860 for sixty, plus a $300 SAML add-on, and audit logs wait in Enterprise; telemetry is on until AGNO_TELEMETRY=false. |
| El Hacker | 7.8 | 8.3 | CAMEL — Apache-2.0, ModelFactory takes a platform enum so vendors swap in two lines, MCP servers arrive as toolkits, and CAMEL_MODEL_LOG_ENABLED writes every request to a directory I pick. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.