Alternatives

Deep Research Survey alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Deep Research Survey

A Systematic Survey of Deep Research

67
Quality
76
Trust
318
Stars
#1

DeepTutor

Similarity 121Trust 95Excellent 100

DeepTutor: Agent-native, Open-sourced Personalized Tutoring. https://deeptutor.info/.

25K starsJun 14, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add HKUDS/DeepTutor
#2

DeepCode

Similarity 119Trust 96Excellent 100

"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"

16K starsMay 18, 2026 pushagent-frameworksPythonLLM
$ npx skills add HKUDS/DeepCode
#3

PocketFlow Tutorial Codebase Knowledge

Similarity 118Trust 93Excellent 100

Pocket Flow: Codebase to Tutorial

12K starsMay 31, 2026 pushagent-frameworksPythonLLM
$ npx skills add The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge
#4

LLM Agents Papers

Similarity 118Trust 84Strong 82

A repo lists papers related to LLM based agent

2.3K starsJul 12, 2025 pushagent-frameworksPythonLLM
$ npx skills add AGI-Edgerunners/LLM-Agents-Papers
#5

Chinese Llm Benchmark

Similarity 116Trust 92Excellent 100

非线智能 NoneLinear - ReLE评测:中文AI大模型能力评测(持续更新):目前已囊括374个大模型,覆盖chatgpt、gpt-5.4、谷歌gemini-3.1-pro、Claude-4.6、文心ERNIE-X1.1、ERNIE-5.0、qwen3.6-max、qwen3.6-plus、百川、讯飞星火、商汤senseChat等商用模型, 以及step3.5-flash、kimi-k2.6、ernie4.5、MiniMax-M2.7、deepseek-v4、Qwen3.6、llama4、智谱GLM-5.1、MiMo-V2、LongCat、gemma4、mistral等开源大模型。不仅提供排行榜,也提供规模超200万的大模型缺陷库!方便广大社区研究分析、改进大模型。

6.2K starsJun 7, 2026 pushagent-frameworksLLMClaude Code
$ npx skills add jeinlee1991/chinese-llm-benchmark
#6

AgentBench

Similarity 115Trust 90Excellent 97

A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)

3.5K starsFeb 8, 2026 pushagent-frameworksPythonLLM
$ npx skills add THUDM/AgentBench
#7

Sotopia

Similarity 114Trust 83Strong 82

Sotopia: an Open-ended Social Learning Environment (ICLR 2024 spotlight)

312 starsJun 5, 2026 pushagent-frameworksPythonLLM
$ npx skills add sotopia-lab/sotopia
#8

OpenRCA

Similarity 113Trust 83Strong 77

[ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?

363 starsApr 14, 2026 pushagent-frameworksPythonLLM
$ npx skills add microsoft/OpenRCA
#9

Octotools

Similarity 113Trust 92Excellent 97

OctoTools: An agentic framework with extensible tools for complex reasoning

1.5K starsMay 2, 2026 pushagent-frameworksPythonLLM
$ npx skills add octotools/octotools
#10

Mirascope

Similarity 113Trust 90Excellent 97

The LLM Anti-Framework

1.5K starsJun 15, 2026 pushagent-frameworksPythonLLM
$ npx skills add Mirascope/mirascope
#11

Autogen

Similarity 111Trust 92Excellent 100

A programming framework for agentic AI

59K starsApr 15, 2026 pushagent-frameworksPythonLLM
$ npx skills add microsoft/autogen
#12

ChatTTS

Similarity 111Trust 92Excellent 100

A generative speech model for daily dialogue.

39K starsApr 10, 2026 pushagent-frameworksPythonLLM
$ npx skills add 2noise/ChatTTS
#13

PentestGPT

Similarity 111Trust 98Excellent 100

Automated Penetration Testing Agentic Framework Powered by Large Language Models

14K starsJun 7, 2026 pushagent-frameworksPythonLLM
$ npx skills add GreyDGL/PentestGPT
#14

AIlice

Similarity 110Trust 88Excellent 85

AIlice is a fully autonomous, general-purpose AI agent.

1.4K starsAug 18, 2025 pushagent-frameworksPythonLLM
$ npx skills add myshell-ai/AIlice
#15

PocketFlow

Similarity 110Trust 94Excellent 100

Pocket Flow: 100-line LLM framework. Let Agents build Agents!

11K starsMar 27, 2026 pushagent-frameworksPythonLLM
$ npx skills add The-Pocket/PocketFlow
#16

Codeinterpreter API

Similarity 110Trust 84Strong 76

👾 Open source implementation of the ChatGPT Code Interpreter

3.8K starsNov 7, 2024 pushagent-frameworksPythonLLM
$ npx skills add shroominic/codeinterpreter-api

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Deep Research Survey if it already passes your workflow test and repository review.

Next step

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