Agno-Govsmotleycrew
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
Agno-Go
rexleimo · Agent framework
OSSMCP
Panel
5.52 spec wins
- Reliability
- 5.0
- Usefulness
- 5.0
- Cost
- 7.8
- Longevity
- 4.0
“It offers parity endpoints with the Python runtime, so you can rewrite everything in Go and end up with exactly what you had.”
motleycrew
MotleyAI · Agent framework
OSS
Panel
5.61 spec wins
- Reliability
- 5.2
- Usefulness
- 5.3
- Cost
- 7.3
- Longevity
- 4.7
“It ships HTTP caching so your agent stops asking the same website the same question, a courtesy the rest of the industry declined.”
Spec by spec
| Spec | Agno-Go | motleycrew |
|---|---|---|
| Architecture | ||
| Category | Agent framework | Agent framework |
| Runs | local | local |
| Platforms | macos, linux | macos, linux, windows |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | Yes | No |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | No | No |
| Multi-file edits | No | No |
| Git operations | No | No |
| Browser control | No | No |
| Sandboxed execution | No | No |
| Multi-agent orchestration | Yes | Yes |
| Headless / CI mode | No | No |
| Models | ||
| Backbone | OpenAI, Anthropic, Gemini, DeepSeek, GLM, Ollama, Groq, OpenRouter | any |
| Bring your own model | Yes | YesModels come from the Langchain and LlamaIndex integrations the agents are built on, so the choice is whatever those libraries support. |
| Local models | Yes | No |
| Cost | ||
| Pricing model | byok | byok |
| Starts at | $0/mo | $0/mo |
| Free tier | Yes | Yes |
| Bring your own key | Yes | Yes |
| Openness | ||
| Open source | Yes | Yes |
| License | Apache-2.0 | MIT |
| GitHub stars | 67 | 409 |
Which one would each critic pick
| Critic | Agno-Go | motleycrew | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 5.5 | 6.0 | motleycrew — Pick motleycrew if you already have agents written against other Python frameworks; pick one of those frameworks directly if you are starting from nothing. |
| El Crítico | 4.8 | 5.3 | motleycrew — Mixing components from four upstream frameworks means inheriting four dependency trees and four release schedules, and any one of them can break a crew that worked yesterday. |
| El Profesor | 6.0 | 6.5 | motleycrew — Tasks and their data are stored in a knowledge graph that also controls the flow of the system, which makes execution order an inspectable structure rather than a prompt convention. |
| La Inversora | 4.8 | 5.5 | motleycrew — 409 stars and a permissive licence on an integration layer: every framework it bridges captures the value, and the bridge captures the maintenance. |
| La Jefa | 5.0 | 4.8 | Agno-Go — Free across sixty desks, and the health-check endpoint and session storage are the only two things in this row my platform team would recognise as operable. |
| El Hacker | 6.8 | 5.8 | Agno-Go — Apache-2.0, `go get`, MCP servers attach as tools, and Ollama and LM Studio are listed providers, so the whole stack runs on hardware I already paid for. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.