AgentIndex icon
AgentIndex
fast-agent logo
fast-agent
★ 3.9k
vs
dsh-anchored-standard logo
dsh-anchored-standard
★ 3.7k

fast-agent vs dsh-anchored-standard

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.; dsh-anchored-standard: dsh-anchored-standard is a set of community DeepSeek Harness agent presets that start a session under the Minimal condition, then promote to a small resident tool catalog and unlock heavier Standard tools on demand. It was tuned for DeepSeek V4 Pro and was frozen on 2026-09-10 after that model's retirement; new issues and PRs are no longer accepted.

01

TL;DR

fast-agent logo
fast-agentDev Tooling · ★ 3.9k

Rapid development and testing of sophisticated multimodal AI agents and workflows.

Read fast-agent full review →
dsh-anchored-standard logo
dsh-anchored-standardDev Tooling · ★ 3.7k

Studying how API-visible tool surface affects agent trajectories

Read dsh-anchored-standard full review →
02

Side-by-Side Comparison

Field
fast-agent logofast-agent
dsh-anchored-standard logodsh-anchored-standard
Category
Dev Tooling
Dev Tooling
Stars
★ 3.9k
★ 3.7k
License
Apache-2.0
NOASSERTION
Install Command
uv pip install fast-agent-mcp
—
Updated
1d ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
acp, agent, agent-framework
agent-framework, deepseek, deepseek-harness
03

Features

fast-agent logofast-agent
01Sophisticated 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.
dsh-anchored-standard logodsh-anchored-standard
01Base mode, two live-anchor variants and one seeded prefab mode
02Two-phase bootstrap: Minimal-aligned start, then full Standard tools
03context-gate unified injection control
04Published dose-response data on discovery tools
04

Use Cases

fast-agent logofast-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.
dsh-anchored-standard logodsh-anchored-standard
↳Studying how API-visible tool surface affects agent trajectories
↳Reusing the context-gate and prefab pipeline in other harness setups
05

Best For

fast-agent logofast-agent
Trending
dsh-anchored-standard logodsh-anchored-standard
—
FAQ

FAQ

What is the difference between fast-agent and dsh-anchored-standard?
Both fast-agent and dsh-anchored-standard are in the Dev Tooling category. fast-agent has 3.9k stars, while dsh-anchored-standard has 3.7k stars.
Which is better, fast-agent or dsh-anchored-standard?
The best choice depends on your use case. Choose fast-agent if Rapid development and testing of sophisticated multimodal AI agents and workflows., and dsh-anchored-standard if Studying how API-visible tool surface affects agent trajectories.
Is fast-agent free or open source?
Yes, fast-agent is open source on GitHub (Apache-2.0).
Is dsh-anchored-standard free or open source?
Yes, dsh-anchored-standard is open source on GitHub (NOASSERTION).
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Related

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