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README.md

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-license: mit
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+---
+license: mit
+---
+
+
+# Workflow Agent Meta and Traffic Dataset in AI Agent Marketplace | AI Agent Directory | AI Agent Index from DeepNLP
+
+This dataset is collected from AI Agent Marketplace Index and Directory at http://www.deepnlp.org, which contains AI Agents's meta information such as agent's name, website, description, as well as the monthly updated Web performance metrics, including Google,Bing average search ranking positions, Github Stars, Arxiv References, etc.
+The dataset is helpful for AI researchers and practitioners to do analysis, write reports, monitor the trends and track the exponentially growth (though flat) of number of AI Agents in all fields.
+
+To add and list your agent to the Agent Index, please visit [AI Agent Directory](http://www.deepnlp.org/store/ai-agent), use the the workspace [http://www.deepnlp.org/workspace/my_ai_services](http://www.deepnlp.org/workspace/my_ai_services) or using python API
+
+To Search all agents, please use AI Agent Search Engine [Agent Search Engine](http://www.deepnlp.org/search/agent)
+
+[Github AI Agent Marketplace](https://github.com/AI-Agent-Hub/AI-Agent-Marketplace)
+
+[Pypi AI Agent Marketplace](https://pypi.org/project/ai-agent-marketplace/)
+
+![AI Agent Marketplace Directory Search](https://raw.githubusercontent.com/AI-Agent-Hub/AI-Agent-Marketplace/refs/heads/main/docs/image_email_writing_agents.jpg)
+
+# Data Samples
+
+
+## [dataiku](https://www.dataiku.com/stories/detail/ai-agents/)
+<details>
+
+### website
+https://www.dataiku.com/stories/detail/ai-agents/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-dataiku/dataiku
+### description
+Back-end AI agents operate behind the scenes without direct user interaction, focusing on process automation, decision-making, and optimization tasks. These “ ...
+### category
+Workflow
+### tags
+
+
+</details>
+
+
+## [leena ai](https://leena.ai/autonomous-agent)
+<details>
+
+### website
+https://leena.ai/autonomous-agent
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-leena-ai/leena-ai
+### description
+Struggling with disjointed applications and slow workflows? Leena AI's Autonomous Agent automates complex tasks across your tech stack with a single prompt.
+### category
+Workflow
+### tags
+
+
+</details>
+
+
+## [note](https://note.com/223_ozro/n/n5e9df0046a7f)
+<details>
+
+### website
+https://note.com/223_ozro/n/n5e9df0046a7f
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-note/note
+### description
+しかし、世間ではAI Agentの定義が曖昧であり、私自身もAI AgentとWorkflowの境界がはっきり分かっていません。おそらく明確な定義は存在しないのでしょう。 先日、AnthropicからBuilding effective agentsという記事が公開されました。この中でAnthropicが考える「Workflow ...
+### category
+Workflow
+### tags
+
+
+</details>
+
+
+## [prefect](https://www.prefect.io/controlflow)
+<details>
+
+### website
+https://www.prefect.io/controlflow
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-prefect/prefect
+### description
+Take Control of Your AI Agents. ControlFlow is a Python framework for building AI workflows, powered by Prefect 3.0. Docs.
+### category
+Workflow
+### tags
+
+
+</details>
+
+
+## [docetl ucbepic](https://github.com/ucbepic/docetl)
+<details>
+
+### website
+https://github.com/ucbepic/docetl
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-docetl-ucbepic/docetl-ucbepic
+### description
+A system for agentic LLM-powered data processing and ETL
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [agentic-workshop build-on-aws](https://github.com/build-on-aws/agentic-workshop)
+<details>
+
+### website
+https://github.com/build-on-aws/agentic-workshop
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-agentic-workshop-build-on-aws/agentic-workshop-build-on-aws
+### description
+Learn how to build Agentic Workflows on AWS
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [docAider ucl-docaider](https://github.com/ucl-docaider/docAider)
+<details>
+
+### website
+https://github.com/ucl-docaider/docAider
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-docaider-ucl-docaider/docaider-ucl-docaider
+### description
+DocAider is an LLM-powered repository agent designed to support developers in efficiently generating documentation through a multi-agent …
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [activepieces activepieces](https://github.com/activepieces/activepieces)
+<details>
+
+### website
+https://github.com/activepieces/activepieces
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-activepieces-activepieces/activepieces-activepieces
+### description
+Your friendliest open source AI automation tool ✨ Workflow automation tool 200+ integration / Enterprise automation tool / Zapier Alterna…
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [ssh-agent webfactory](https://github.com/webfactory/ssh-agent)
+<details>
+
+### website
+https://github.com/webfactory/ssh-agent
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-ssh-agent-webfactory/ssh-agent-webfactory
+### description
+GitHub Action to setup `ssh-agent` with a private key
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [pyspur PySpur-Dev](https://github.com/PySpur-Dev/pyspur)
+<details>
+
+### website
+https://github.com/PySpur-Dev/pyspur
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-pyspur-pyspur-dev/pyspur-pyspur-dev
+### description
+Graph-Based Editor for LLM Workflows
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [comfyui_LLM_party heshengtao](https://github.com/heshengtao/comfyui_LLM_party)
+<details>
+
+### website
+https://github.com/heshengtao/comfyui_LLM_party
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-comfyui_llm_party-heshengtao/comfyui_llm_party-heshengtao
+### description
+LLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,a…
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [ax ax-llm](https://github.com/ax-llm/ax)
+<details>
+
+### website
+https://github.com/ax-llm/ax
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-ax-ax-llm/ax-ax-llm
+### description
+The unofficial DSPy framework. Build LLM powered Agents and "Agentic workflows" based on the Stanford DSP paper.
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [flow lmnr-ai](https://github.com/lmnr-ai/flow)
+<details>
+
+### website
+https://github.com/lmnr-ai/flow
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-flow-lmnr-ai/flow-lmnr-ai
+### description
+A lightweight task engine for building stateful AI agents that prioritizes simplicity and flexibility.
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [eko FellouAI](https://github.com/FellouAI/eko)
+<details>
+
+### website
+https://github.com/FellouAI/eko
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-eko-fellouai/eko-fellouai
+### description
+Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [humanlayer humanlayer](https://github.com/humanlayer/humanlayer)
+<details>
+
+### website
+https://github.com/humanlayer/humanlayer
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-humanlayer-humanlayer/humanlayer-humanlayer
+### description
+HumanLayer enables AI agents to communicate with humans in tool-based and async workflows. Guarantee human oversight of high-stakes funct…
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [bolt puppetlabs](https://github.com/puppetlabs/bolt)
+<details>
+
+### website
+https://github.com/puppetlabs/bolt
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-bolt-puppetlabs/bolt-puppetlabs
+### description
+Bolt is an open source orchestration tool that automates the manual work it takes to maintain your infrastructure on an as-needed basis o…
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [ten_framework TEN-framework](https://github.com/TEN-framework/ten_framework)
+<details>
+
+### website
+https://github.com/TEN-framework/ten_framework
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-ten_framework-ten-framework/ten_framework-ten-framework
+### description
+TEN, a voice agent framework to create conversational AI.
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [Agently-Daily-News-Collector AgentEra](https://github.com/AgentEra/Agently-Daily-News-Collector)
+<details>
+
+### website
+https://github.com/AgentEra/Agently-Daily-News-Collector
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-agently-daily-news-collector-agentera/agently-daily-news-collector-agentera
+### description
+An open-source LLM based automatically daily news collecting workflow showcase powered by Agently AI application development framework.
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [rill-flow weibocom](https://github.com/weibocom/rill-flow)
+<details>
+
+### website
+https://github.com/weibocom/rill-flow
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-rill-flow-weibocom/rill-flow-weibocom
+### description
+ Rill Flow is a high-performance, scalable workflow orchestration engine for distributed workloads and LLMs
+### category
+WORKFLOW
+### tags
+
+
+</details>
+
+
+## [fastagency airtai](https://github.com/airtai/fastagency)
+<details>
+
+### website
+https://github.com/airtai/fastagency
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/workflow/pub-fastagency-airtai/fastagency-airtai
+### description
+The fastest way to bring multi-agent workflows to production.
+### category
+WORKFLOW
+### tags
+
+
+</details>
+