Update README.md

README.md

@@ -1,3 +1,389 @@
----
-license: mit
----
+---
+license: mit
+---
+
+# AI4Science Agent 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
+
+
+## [singapore ai for science initiative](https://ai4science.sg/ai4sci-workshop)
+<details>
+
+### website
+https://ai4science.sg/ai4sci-workshop
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-singapore-ai-for-science-initiative/singapore-ai-for-science-initiative
+### description
+
+
+Singapore AI for Science Initiative Singapore AI for Science Initiative Singapore AI for Science Initiative Singapore AI for Science Initiative Singapore AI for Science Initiative Singapore AI for S
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [barcelona supercomputing center](https://www.bsc.es/join-us/excellence-career-opportunities/ai4s)
+<details>
+
+### website
+https://www.bsc.es/join-us/excellence-career-opportunities/ai4s
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-barcelona-supercomputing-center/barcelona-supercomputing-center
+### description
+
+
+2023-2027 Atmospheric Composition Big Data Bioinformatics Biomechanics Climate Prediction Cloud Computing Cognitive Computing Computational Earth Sciences Computer Architecture and Codesign Distribu
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [ai4science sg](https://ai4science.sg/ai4sci-workshop)
+<details>
+
+### website
+https://ai4science.sg/ai4sci-workshop
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-ai4science-sg/ai4science-sg
+### description
+
+
+Singapore AI for Science Initiative Singapore AI for Science Initiative Singapore AI for Science Initiative Singapore AI for Science Initiative Singapore AI for Science Initiative Singapore AI for S
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [oxford ai for science lab](https://oxai4science.github.io/)
+<details>
+
+### website
+https://oxai4science.github.io/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-oxford-ai-for-science-lab/oxford-ai-for-science-lab
+### description
+
+
+The Oxford AI for Science lab is a part of the Department of Computer Science at the University of Oxford, and is led by Atılım Güneş Baydin. The lab specializes in probabilistic machine learning an
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [deepmodeling com](https://ai4science101.deepmodeling.com/en/latest/chapters/AI_for_scientific_discovery/manifesto.html)
+<details>
+
+### website
+https://ai4science101.deepmodeling.com/en/latest/chapters/AI_for_scientific_discovery/manifesto.html
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-deepmodeling-com/deepmodeling-com
+### description
+
+
+DeePMD-kit DP-GEN dpdata DPDispatcher Contents:   Revision 74e64a4e.     Contents: Ever since the time of Isaac Newton, there have been two different paradigms for scientific research: the Keplerian
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [philarchive](https://philarchive.org/archive/MIZAAT)
+<details>
+
+### website
+https://philarchive.org/archive/MIZAAT
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-philarchive/philarchive
+### description
+作者：M Mizrahi — “AI4Science” refers to the use of Artificial Intelligence (AI) in scientific research. As AI systems become more widely used in science, we need guidelines for ...
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [ruichenzhang-edu github io](https://ruichenzhang-edu.github.io/)
+<details>
+
+### website
+https://ruichenzhang-edu.github.io/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-ruichenzhang-edu-github-io/ruichenzhang-edu-github-io
+### description
+
+
+UNC Chapel Hill 2024 - now 2024 - now Shandong University 2020 - 2024 2020 - 2024  Master student  Department of Computer ScienceThe University of North Carolina at Chapel Hill rzh@cs,unc.edu I am a
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [ai for science](https://ai4sciencecommunity.github.io/neurips23)
+<details>
+
+### website
+https://ai4sciencecommunity.github.io/neurips23
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-ai-for-science/ai-for-science
+### description
+Artificial intelligence (AI) and machine learning (ML) hold tremendous promise in having an impact on the way scientific discovery is performed today.
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [ecoforge io](https://ecoforge.io/)
+<details>
+
+### website
+https://ecoforge.io/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-ecoforge-io/ecoforge-io
+### description
+At EcoForge, the secret to our binding agent—or “glue”—lies in the molecular interactions we’ve engineered. We start by exploring the “genes” of binders—cross-linkers—to achieve precise designs that f
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [memento epfl](https://memento.epfl.ch/event/ai-center-seminar-ai4science-series-dr-tomasz-ka-2/)
+<details>
+
+### website
+https://memento.epfl.ch/event/ai-center-seminar-ai4science-series-dr-tomasz-ka-2/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-memento-epfl/memento-epfl
+### description
+
+
+When you access EPFL websites, we may set cookies on your devices and process personal data about you in accordance with our privacy policy. You can block cookies by using your browser settings. Sho
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [ses ai](https://www.ses.ai/molecular-universe)
+<details>
+
+### website
+https://www.ses.ai/molecular-universe
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-ses-ai/ses-ai
+### description
+
+
+10^11 is both the number of humans who have ever lived on Earth and the number of small molecules that could be used for batteries. For our Human Universe, all data in the form of books, videos, soc
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [ai4finance org](https://ai4finance.org/)
+<details>
+
+### website
+https://ai4finance.org/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-ai4finance-org/ai4finance-org
+### description
+More Home Projects Standards Blog Team About Donations AI4Finance Foundation AI4Finance Foundation AI4Finance Foundation A Nonprofit Organization Dedicated to Advancing AI in the Finance Industry by P
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [google scholar](https://scholar.google.co.kr/citations?user=H00obEwAAAAJ&hl=ko)
+<details>
+
+### website
+https://scholar.google.co.kr/citations?user=H00obEwAAAAJ&hl=ko
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-google-scholar/google-scholar
+### description
+
+
+         *    공동 저자 추가공동 저자 공동 저자 추가 공동 저자             이 저자의 새 학술자료   이 저자를 인용한 새 학술자료   이 저자의 연구와 관련된 새 학술자료   완료 완료      내 프로필   내 서재   통계   알리미   설정   로그인              인용 2021 2022 2023 2024 2025
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [rosa – romanian space agency](https://rosa.ro/ai4science-call-for-proposals/)
+<details>
+
+### website
+https://rosa.ro/ai4science-call-for-proposals/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-rosa-–-romanian-space-agency/rosa-–-romanian-space-agency
+### description
+
+
+  ESA Open Invitation to Tender: 1-10797Open Date: 13/04/2021 11:49 GMT +3Closing Date: 31/05/2021 13:00 GMT +3  This call for proposals make part of the AI4EO programmatic line of ESA’s FutureEO pr
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [scidb cn](https://horizon.scidb.cn/)
+<details>
+
+### website
+https://horizon.scidb.cn/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-scidb-cn/scidb-cn
+### description
+
+
+中文  AI for Science AI for Science Evaluation System Advancing the Frontiers of Science and AI View Leaderboards AI4Science"Data + LLM" Assessment Framework AI4Science Assessing LLM Capabilities in S
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [csiro people](https://people.csiro.au/h/s/stefan-harrer)
+<details>
+
+### website
+https://people.csiro.au/h/s/stefan-harrer
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-csiro-people/csiro-people
+### description
+
+
+*  *  *  *  Contact Stefan View digital business card Find Stefan on LinkedIn Find Stefan on LinkedIn CSIRO Science Digital - AI for Science Program CSIRO Science Digital - AI for Science Program TE
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [sigmoid social](https://sigmoid.social/@elisevanderpol)
+<details>
+
+### website
+https://sigmoid.social/@elisevanderpol
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-sigmoid-social/sigmoid-social
+### description
+
+
+创建账号 登录 最近搜索 无最近搜索 搜索选项 只有登录后才可用。 sigmoid.social 是可用于参与联邦宇宙的众多独立 Mastodon 站点之一。 本站管理员： The Gradient @thegradient @thegradient 服务器统计数据： 822 活跃用户 活跃用户 关于 · 用户列表 · 隐私政策 关于 · 获取应用 · 快捷键 · 查看源代码 · v4.3.4
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [the association for the advancement of artificial intelligence](https://aaai.org/conference/aaai/aaai-25/workshop-list/)
+<details>
+
+### website
+https://aaai.org/conference/aaai/aaai-25/workshop-list/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-the-association-for-the-advancement-of-artificial-intelligence/the-association-for-the-advancement-of-artificial-intelligence
+### description
+W11: Cooperative Multi-Agent Systems Decision-Making and Learning: Human-Multi-Agent Cognitive Fusion.
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [mila quebec](https://mila.quebec/en)
+<details>
+
+### website
+https://mila.quebec/en
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-mila-quebec/mila-quebec
+### description
+AI4Science · Language and Image · Robotics · Prospective Students / Postdocs ... Smart home agent with grounded execution (SAGE), overcomes these and other ...
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+
+
+## [inside higher ed careers](https://careers.insidehighered.com/job/3293217/computational-scientist-in-artificial-intelligence-for-science-ai4science-/)
+<details>
+
+### website
+https://careers.insidehighered.com/job/3293217/computational-scientist-in-artificial-intelligence-for-science-ai4science-/
+### Agent Page
+http://www.deepnlp.org/store/ai-agent/ai4science-agent/pub-inside-higher-ed-careers/inside-higher-ed-careers
+### description
+
+
+Skip to main menu Skip to user menu (This link will open in a new window) or Home Find a job Post Resume Job Alerts Career Advice View more categories View less categories Save jobClick to add the j
+### category
+AI4Science Agent
+### tags
+
+
+</details>
+