fast-agent
★ 3.8k
vs
totem
★ 13
fast-agent vs totem
fast-agent: fast-agent is a CLI-first framework for building and interacting with sophisticated multimodal AI agents and workflows. It offers comprehensive support for various LLM providers, structured outputs, and vision, with unique features like MCP Feature support and live streaming responses to the terminal.; totem: Totem is a set of CLI tools that provides persistent memory and enforcement layer for AI agents. It uses deterministic hooks to remember lessons the AI forgets, catching architectural mistakes before they become permanent. Totem runs entirely offline and completes linting in under 2 seconds.
01
TL;DR
Choose fast-agent if…Rapid development and testing of sophisticated multimodal AI agents and workflows.
Choose totem if…Prevent AI agents from repeating architectural mistakes
02
Side-by-Side Comparison
03
Features
fast-agent01Sophisticated multimodal Agent and Workflow creation.
02Comprehensive LLM provider support (e.g., Anthropic, OpenAI, Google, Ollama).
03Structured outputs, PDF, and Vision support.
04CLI-first with interactive terminal UI (TUI-style) and live streaming responses.
05Advanced agentic workflows like Chain, Parallel, MAKER, and Agents As Tools.
totem01Offline linting in under 2 seconds
02Convert plain-English lessons into enforceable rules
03Git hooks for pre-push enforcement
04Cross-repo semantic memory via local knowledge base
05MCP server for agent context retrieval
04
Use Cases
fast-agent↳Rapid development and testing of sophisticated multimodal AI agents and workflows.
↳Diagnosing and tuning agent applications, including those requiring human input.
↳Implementing advanced agentic patterns for error reduction or complex task decomposition.
totem↳Prevent AI agents from repeating architectural mistakes
↳Enforce project-specific coding conventions and lessons
↳Provide persistent context to AI agents across sessions
05
Best For
fast-agentTrendingMulti-AgentDev Tooling
totemTrendingMemory & ContextDev Tooling
FAQ
FAQ
What is the difference between fast-agent and totem?
Both fast-agent and totem are in the Dev Tooling category. fast-agent has 3.8k stars, while totem has 13 stars.
Which is better, fast-agent or totem?
The best choice depends on your use case. Choose fast-agent if Rapid development and testing of sophisticated multimodal AI agents and workflows., and totem if Prevent AI agents from repeating architectural mistakes.
Is fast-agent free or open source?
Yes, fast-agent is open source on GitHub (Apache-2.0).
Is totem free or open source?
Yes, totem is open source on GitHub (Apache-2.0).
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