Agentic AI MCP Server

Agentic AI Research Radar

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300+ curated agentic AI papers, benchmarks, frameworks, and real-world systems across 24 domains.

Start with Frameworks | Explore Security | Browse Research | Contribute a Resource

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Why This Repo

Agentic AI moves fast, and useful work is scattered across papers, code repositories, benchmark releases, technical posts, and domain-specific case studies. This repo tracks high-signal work in one place so builders and researchers can quickly find:

• frameworks and orchestration patterns for building agents
• evaluation, testing, and benchmark resources
• security, safety, and governance research
• domain applications in healthcare, Physical AI/robotics, software engineering, IoT, education, and more

If this saves you research time, starring the repo helps more builders discover it.

Suggested Paths

Path	Follow these domains
Core AI & Cognition	Foundation Models, Reasoning, Planning, Vision, Recommendation
Engineering, DevTools & Frameworks	Software Engineering, Testing, Framework, Automation
Applied Industry & Civic Domains	Healthcare, Security, OT/IoT, Smart Cities, Transportation, Supply Chain
Hardware, Physical Systems & Networks	Physical AI/Robotics, Hardware Design, Design, Networking, Blockchain
Specialized Ecosystems, Learning & Ethics	Research, Education, Gaming, Ethics and Safety

Domain Index

Domain	Researches	Focus
🔬 Research	67	AI scientists, deep research, autonomous discovery
⚙️ Framework	68	Agent runtimes, memory, tools, orchestration
🛡️ Security	60	Prompt injection, red teaming, cyber agents, defenses
🧠 Reasoning	26	Inference, deliberation, cognitive architectures
🧪 Testing	27	Benchmarks, harnesses, evaluation methodology
💊 Healthcare	16	Medical agents, diagnosis, pharma, biomedical research
💻 Software Engineering	16	Coding agents, debugging, refactoring, code review
⚡ Automation	15	Process automation and workflow optimization
📡 Networking	9	Self-healing networks and routing
👁️ Vision	9	Visual agents and multimodal grounding
🤖 Physical AI/Robotics	8	Physical AI, embodied agents, and robot systems
🤖 Foundation Models	8	Agentic capabilities in foundation models
🔧 Hardware Design	6	EDA, chip design, verification
⚖️ Ethics and Safety	7	Alignment, fairness, trust, governance
🏭 OT/IoT	6	Industrial systems and device control
🎯 Recommendation	5	Personalization and proactive discovery
🌆 Smart Cities	5	Urban operations and civic systems
⛓️ Blockchain	4	Decentralized agents and secure transactions
🎮 Gaming	4	NPCs, simulation, procedural content
📐 Design	3	Generative and collaborative design
🚦 Transportation	2	Autonomous vehicles and fleet management
📋 Planning	2	Multi-step decision making and goal assignment
🎓 Education	1	Tutoring and personalized learning
📦 Supply Chain	1	Routing, inventory, logistics optimization

Papers by Company and Institution

Counts use the recorded affiliations in all section tables: one count per unique paper/source for each organisation, consolidating aliases and departments/research divisions. Cross-section duplicates count once; independent and unverified affiliations are excluded. Ties are alphabetical.

Company/Institution	Section Names	Count
Stanford University	Ethics and Safety, Framework, Gaming, Healthcare, Planning, Reasoning, Research, Security, Software Engineering, Testing	27
University of Illinois Urbana-Champaign	Design, Framework, Healthcare, Physical AI/Robotics, Reasoning, Recommendation, Research, Security, Testing	26
Google	Automation, Framework, Healthcare, Reasoning, Research, Security, Software Engineering, Testing	24
Microsoft	Automation, Ethics and Safety, Foundation Models, Framework, Reasoning, Research, Security, Software Engineering, Testing	21
University of California, Berkeley	Foundation Models, Framework, Physical AI/Robotics, Research, Security, Testing	21
National University of Singapore	Foundation Models, Framework, Healthcare, Physical AI/Robotics, Reasoning, Research, Security, Testing	18
NVIDIA	Foundation Models, Framework, Gaming, Hardware Design, Physical AI/Robotics, Reasoning, Research, Security, Software Engineering, Vision	18
Meta	Framework, Reasoning, Recommendation, Research, Security, Testing, Vision	16
Carnegie Mellon University	Ethics and Safety, Foundation Models, Framework, Healthcare, Physical AI/Robotics, Reasoning, Research, Security, Software Engineering, Testing	15
Nanyang Technological University	Foundation Models, Framework, Reasoning, Recommendation, Research, Security, Software Engineering, Testing	14
Georgia Institute of Technology	Automation, Ethics and Safety, Foundation Models, Framework, Reasoning, Research, Testing	13
University of Washington	Ethics and Safety, Foundation Models, Framework, Healthcare, Research, Security, Testing, Vision	13
Amazon	Framework, Reasoning, Recommendation, Research, Security, Testing	12
Princeton University	Framework, Healthcare, Reasoning, Recommendation, Research, Security, Testing	12
Tsinghua University	Design, Framework, Healthcare, Reasoning, Recommendation, Research, Security	12
University of California, San Diego	Framework, Healthcare, Networking, Planning, Reasoning, Recommendation, Research, Security, Testing	12
Alibaba Group	Automation, Framework, Reasoning, Research, Software Engineering, Testing	11
Zhejiang University	Framework, Hardware Design, Reasoning, Research, Security	10
Harvard University	Framework, Healthcare, Reasoning, Research, Testing	9
Massachusetts Institute of Technology	Design, Framework, Healthcare, Research, Security, Testing	9
Shanghai Jiao Tong University	Automation, Framework, Networking, Reasoning, Research, Software Engineering	9
The Chinese University of Hong Kong	Automation, Foundation Models, Framework, Security, Testing, Vision	9
University of Chicago	Framework, Gaming, Reasoning, Research, Security, Testing	9
The Hong Kong University of Science and Technology	Automation, Foundation Models, Framework, Healthcare, Research, Security, Vision	8
University of California, Santa Barbara	Ethics and Safety, Framework, Research, Security, Testing	8
University of North Carolina at Chapel Hill	Framework, Research, Testing, Vision	8
University of Oxford	Foundation Models, Healthcare, Research, Security, Testing	8
Fudan University	Foundation Models, Framework, Healthcare, Reasoning	7
IBM	Education, Ethics and Safety, Framework, Research, Security, Testing	7
KAIST	Foundation Models, Framework, Research, Software Engineering, Vision	7
New York University	Framework, Security, Software Engineering, Testing	7
Rutgers University	Framework, Reasoning, Recommendation, Security, Software Engineering, Vision	7
Salesforce	Framework, Healthcare, Reasoning, Software Engineering	7
The University of Hong Kong	Foundation Models, Framework, Research, Software Engineering, Vision	7
The University of Texas at Austin	Framework, Gaming, Healthcare, Physical AI/Robotics, Reasoning, Security	7
University College London	Ethics and Safety, Framework, Healthcare, Physical AI/Robotics, Research, Security, Testing	7
University of California, Los Angeles	Framework, Testing, Vision	7
University of Cambridge	Foundation Models, Framework, Healthcare, Research, Security, Testing	7
Columbia University	Automation, Framework, Healthcare, Testing	6
ETH Zurich	Foundation Models, Research, Software Engineering, Testing	6
Johns Hopkins University	Framework, Research, Security, Testing	6
Mohamed bin Zayed University of Artificial Intelligence	Framework, Gaming, Healthcare, Reasoning	6
Northeastern University	Framework, Healthcare, Networking, Research, Testing, Transportation	6
University of Maryland	Foundation Models, Framework, Gaming, Hardware Design, Testing, Vision	6
University of Michigan	Framework, Healthcare, Physical AI/Robotics, Testing	6
University of Wisconsin-Madison	Foundation Models, Research, Security, Testing	6
Cornell University	Framework, Research, Security, Testing	5
Duke University	Framework, Recommendation, Security, Testing	5
Michigan State University	Automation, Framework, Reasoning, Security, Testing	5
Monash University	Framework, Planning, Security, Testing	5
Peking University	Automation, Design, Healthcare, Reasoning, Software Engineering	5
Pennsylvania State University	Automation, Framework, Reasoning, Research, Security	5
Purdue University	Automation, Framework, Security, Testing	5
ServiceNow	Automation, Framework, Research, Security	5
Shanghai Innovation Institute	Automation, Framework, Reasoning	5
Texas A&M University	Framework, Planning, Research, Testing	5
University of Pennsylvania	Framework, Research, Security, Testing	5
Vector Institute	Research, Security	5
Yale University	Healthcare, Reasoning, Research, Security, Testing	5
Alias Robotics	OT/IoT, Security	4
Ant Group	Research, Security	4
Arizona State University	Framework, Healthcare, Security, Testing	4
Broad Institute of MIT and Harvard	Healthcare, Research	4
Cisco	Framework, Networking, Research, Security	4
Emory University	Framework, Healthcare, Reasoning, Testing	4
Huawei	Framework, Gaming, Research, Software Engineering	4
Imperial College London	Healthcare, Research, Testing	4
Institute of Automation, Chinese Academy of Sciences	Automation, Gaming, Reasoning, Research	4
Mila – Quebec AI Institute	Automation, Framework, Research, Security	4
OpenAI	Automation, Foundation Models, Security	4
Renmin University of China	Reasoning, Research	4
Sakana AI	Reasoning, Research	4
Shanghai Artificial Intelligence Laboratory	Automation, Reasoning, Research	4
The Ohio State University	Ethics and Safety, Research, Testing	4
University of California, Santa Cruz	Framework, Research, Testing	4
University of Notre Dame	Ethics and Safety, Framework, Recommendation, Research	4
University of Science and Technology of China	Framework, Reasoning	4
University of Southern California	Framework, Gaming, Healthcare, Testing	4
University of Waterloo	Research, Testing	4
Virginia Tech	Framework, Security, Vision	4
Washington University in St. Louis	Framework, Security, Testing	4
Westlake University	Framework, Hardware Design, Research, Vision	4
Xi’an Jiaotong University	Framework, Research, Security, Smart Cities	4
Adobe	Framework, Recommendation, Testing	3
AMD	Research, Testing	3
Anthropic	Security	3
Apple	Automation, Testing, Vision	3
Brown University	Healthcare, Testing	3
CIFAR	Research	3
King Abdullah University of Science and Technology	Framework, Gaming, Vision	3
King’s College London	Healthcare, Research	3
Lambda	Planning, Research	3
Nanjing University	Framework, Security, Testing	3
Tencent	Automation, Vision	3
The University of Tokyo	Foundation Models, Framework, Testing	3
Tongji University	Framework, Reasoning	3
University of California, Davis	Framework, Security, Vision	3
University of Chinese Academy of Sciences	Automation, Reasoning, Research	3
University of Illinois Chicago	Framework, Healthcare, Research	3
University of Massachusetts Amherst	Framework, Testing	3
University of Toronto	Security, Testing	3
Accenture	Framework, Reasoning	2
AG2AI	Framework, Security	2
Allen Institute for AI	Ethics and Safety, Vision	2
Beihang University	Framework, Security	2
Beijing Jiaotong University	Automation, Framework	2
Beijing University of Posts and Telecommunications	Security	2
BIT Sindri	Ethics and Safety	2
Brigham and Women’s Hospital	Healthcare, Research	2
California Institute of Technology	Gaming, Testing	2
Concordia University	Software Engineering	2
CSIRO	Recommendation, Security	2
DeepAuto.ai	Research, Software Engineering	2
Harbin Institute of Technology	Reasoning, Security	2
Indian Institute of Technology Kanpur	Security	2
Iowa State University	Physical AI/Robotics, Testing	2
Karlsruhe Institute of Technology	OT/IoT, Testing	2
Lehigh University	Software Engineering, Testing	2
Leiden University	Framework, Research	2
LG AI Research	Research, Testing	2
McGill University	Research, Testing	2
MemTensor	Reasoning	2
MiroMind	Research, Testing	2
National Technical University of Athens	Ethics and Safety, Transportation	2
OPPO	Software Engineering, Testing	2
Oracle	Security, Testing	2
Pengcheng Laboratory	Networking, Security	2
Polytechnique Montréal	Research, Security	2
Rensselaer Polytechnic Institute	Framework, Research	2
Singapore Management University	Foundation Models, Security	2
Singapore University of Technology and Design	Foundation Models, Testing	2
South China University of Technology	Healthcare, Networking	2
Squirrel AI	Framework, Research	2
Sun Yat-sen University	Healthcare, Research	2
The Hong Kong Polytechnic University	Framework, Reasoning	2
The University of Texas at Dallas	Framework	2
UK AI Security Institute	Security	2
University of British Columbia	Research	2
University of California, Irvine	Security, Testing	2
University of Colorado Anschutz Medical Campus	Research, Testing	2
University of Colorado Boulder	Framework, Testing	2
University of Electronic Science and Technology of China	Framework, Security	2
University of Glasgow	Blockchain, Framework	2
University of Helsinki	Smart Cities, Testing	2
University of Houston	Blockchain, Reasoning	2
University of Melbourne	Framework, Testing	2
University of New South Wales	Recommendation, Security	2
University of Science and Technology Beijing	Blockchain, Networking	2
University of Utah	Reasoning, Testing	2
Université de Montréal	Automation, Framework	2
University of Virginia	Healthcare, Software Engineering	2
Verdent AI	Research	2
Virtue AI	Security	2
Zoom	Framework, Testing	2
2077AI	Framework	1
2ndsight.ai	Framework	1
Aalto University	Testing	1
actAVA.ai	Healthcare	1
ADAPT Centre	Networking	1
AIOS Foundation	Framework	1
Apodex	Framework	1
Argonne National Laboratory	Research	1
AstraZeneca	Testing	1
Atlassian	Framework	1
Australian National University	Security	1
Baidu	Research	1
Baylor College of Medicine	Healthcare	1
Beijing Academy of Artificial Intelligence	Reasoning	1
Beijing Institute of Technology	Framework	1
Bioinformatics Institute, A*STAR	Physical AI/Robotics	1
Bocconi University	Security	1
Boston College	Healthcare	1
Boston University	Testing	1
BRAC University	Security	1
Brix Labs	Testing	1
ByteDance	Framework	1
CAMEL-AI.org	Gaming	1
Capital One	Framework	1
Center for AI Safety	Security	1
Centre Tecnològic de Telecomunicacions de Catalunya	Networking	1
CERN	Networking	1
Chengdu Anheng Information Technology Co., LTD	Security	1
China Mobile	Reasoning	1
China Telecom	Networking	1
Chitkara University	Healthcare	1
Chongqing University of Technology	Blockchain	1
City University of Hong Kong	Research	1
Cognizant	Reasoning	1
CYBER RANGES	Security	1
Daegu Gyeongbuk Institute of Science and Technology	Physical AI/Robotics	1
Dakota State University	Security	1
Dalian University of Technology	Healthcare	1
Dana-Farber Cancer Institute	Research	1
Dartmouth College	Framework	1
DataArc Tech	Research	1
Deep Principle	Research	1
Deeptune	Security	1
Dhaka Medical College Hospital	Healthcare	1
Dublin City University	Networking	1
East China Normal University	Framework	1
East China University of Science and Technology	Foundation Models, Framework	1
ELLIS Institute Tübingen	Security	1
EURECOM	Framework	1
EverMind	Reasoning	1
Fastino Labs	Foundation Models	1
Federal University of ABC	Automation	1
Flower Labs	Framework	1
Gachon University	Healthcare	1
Geely Holding Group	Physical AI/Robotics	1
German Research Center for Artificial Intelligence (DFKI)	Healthcare	1
GoGoByte Technology	Security	1
Goldman Sachs	Testing	1
Good Start Labs	Gaming	1
Grab Holdings	Framework	1
Graphen	Healthcare	1
Gray Swan AI	Security	1
Guangdong University of Technology	Framework	1
Guangzhou University	Security	1
Hippocratic AI	Testing	1
Hithink RoyalFlush Information Network	Research	1
Hofstra University	Security	1
Honda Research Institute Europe	Design	1
Hong Kong Baptist University	Blockchain	1
Hong Kong Institute of Science & Innovation	Hardware Design	1
Houston Methodist	Research	1
HPC-AI Tech	Framework	1
Huazhong University of Science and Technology	Reasoning	1
HubSpot	Testing	1
ICREA	Smart Cities	1
iFLYTEK	Reasoning	1
IMT School for Advanced Studies Lucca	Security	1
Inclusion AI	Framework	1
Indiana University	Recommendation	1
Innopolis University	Blockchain	1
Inria	Framework	1
Institute of Information Engineering, Chinese Academy of Sciences	Security	1
Intellipro	Testing	1
International Digital Economy Academy	Research	1
Intesa Sanpaolo	Testing	1
INTI International University	Networking	1
ITMO University	Smart Cities	1
James Silberrad Brown Center for Artificial Intelligence	Framework	1
Jilin University	Framework	1
Johns Hopkins Medicine	Healthcare	1
JPMorgan Chase	Testing	1
Kaze Technologies / Kaze Consulting	Framework	1
Kent State University	Blockchain	1
Khalifa University	Networking	1
King Saud University	Healthcare	1
KTH Royal Institute of Technology	Physical AI/Robotics	1
Kumamoto University	Blockchain	1
La Trobe University	Smart Cities	1
Lancaster University	Security	1
Lerna AI	Framework	1
Likelihood Lab	Testing	1
LKA NRW	Security	1
LMU Munich	Ethics and Safety	1
LogicStar AI	Software Engineering	1
Lovely Professional University	Healthcare	1
Luleå University of Technology	Smart Cities	1
M-A-P	Testing	1
Macao Polytechnic University	OT/IoT	1
Maritime University of Szczecin	Networking	1
Massachusetts General Hospital	Research	1
Max Planck Institute for Intelligent Systems	Security	1
Max Planck Institute for Security and Privacy	Security	1
MD Anderson Cancer Center UTHealth Houston Graduate School of Biomedical Sciences	Healthcare	1
Mem0	Framework	1
Mercy University	Education	1
Merit Network	OT/IoT	1
Mission San Jose High School	Testing	1
Monroe Carell Jr. Children’s Hospital at Vanderbilt	Healthcare	1
Morgan Stanley	Testing	1
Moscow Institute of Physics and Technology	Hardware Design	1
Munster Technological University	Networking	1
Mysten Labs	Blockchain	1
Nanjing University of Science and Technology	Testing	1
NanoFrontier	Testing	1
Nantong University	Foundation Models, Framework	1
Nara Institute of Science and Technology	Software Engineering	1
National Centre for Scientific Research Demokritos	Transportation	1
National Hospital for Neurology and Neurosurgery	Healthcare	1
National Sun Yat-sen University	Networking	1
NetMind AI	Research	1
Neudesic	Framework	1
New Jersey Institute of Technology	Framework	1
Nex-AGI Team	Framework	1
North Carolina Central University	Testing	1
Northwestern University	Security	1
NOVA University of Lisbon	Automation	1
nTop	Testing	1
Old Dominion University	Security	1
Ontario Tech University	OT/IoT	1
OpenAGI Research Foundation	Testing	1
Oregon Health & Science University	Healthcare	1
Oregon State University	Research	1
Palisade Research	Ethics and Safety	1
Peer AI	Framework	1
Pegasystems	Research	1
Photon Fund	Testing	1
PIMCO	Testing	1
Pusan National University	Framework	1
Qatar Computing Research Institute	Security	1
QiAnXin Technology Group	Security	1
Queen’s University	Software Engineering	1
Recursive Superintelligence	Healthcare	1
RISE Research Institutes of Sweden	Smart Cities	1
RMIT University	Framework	1
Rochester Institute of Technology	Vision	1
Royal Brompton Hospital	Healthcare	1
RTE	OT/IoT	1
Russian Quantum Center	Hardware Design	1
Saarland University	Healthcare	1
SambaNova Systems	Research	1
Samsung Research Institute Bangalore	Healthcare	1
Santa Clara University	Testing	1
SAP	Software Engineering	1
SciLifeLab	Testing	1
SemiAnalysis	Framework	1
Sentient Foundation	Reasoning	1
Shanda Group	Reasoning	1
Shandong University	Framework	1
ShanghaiTech University	Automation	1
Shenyang University of Chemical Technology	Security	1
Shenyang University of Technology	Security	1
Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences	Blockchain	1
Shibaura Institute of Technology	Blockchain	1
Sichuan International Studies University	Blockchain	1
Sichuan University	Framework	1
Simon Fraser University	Research	1
Skolkovo Institute of Science and Technology	Hardware Design	1
Snorkel AI	Testing	1
Snyk	Security	1
Sony Group Corporation	Framework	1
Southeast University	Research	1
Southern Illinois University	Networking	1
Southwest Jiaotong University	OT/IoT	1
State Grid Corporation of China	Smart Cities	1
Stockholm University	Smart Cities	1
Stony Brook University	Healthcare	1
Strukto.ai	Gaming	1
Sungkyunkwan University	Smart Cities	1
Swinburne University of Technology	Foundation Models, Framework	1
Syracuse University	Testing	1
Taiyuan University of Technology	Reasoning	1
Technical University of Munich	Design	1
Texas Tech University	Security	1
The Alan Turing Institute	Research	1
The Hong Kong University of Science and Technology (Guangzhou)	Research	1
The Swiss AI Lab IDSIA/USI/SUPSI	Framework	1
The University of Texas MD Anderson Cancer Center	Healthcare	1
Theta Health	Healthcare	1
Tianjin University	Security	1
Tianqiao and Chrissy Chen Institute	Healthcare	1
TikTok	Framework	1
Together AI	Reasoning	1
Trinity College Dublin	Framework	1
Tsientang Institute for Advanced Study	Hardware Design	1
TU Wien	Smart Cities	1
Turkish-German University	Supply Chain	1
Tübingen AI Center	Security	1
U.S. National Institutes of Health	Testing	1
UMass Chan Medical School	Testing	1
UNINOVA	Automation	1
Uniphore	Security	1
University College Cork	Framework	1
University of Aberdeen	Framework	1
University of Alberta	Framework	1
University of Applied Sciences Northwestern Switzerland	Security	1
University of Arizona	Security	1
University of Bologna	Ethics and Safety	1
University of Bristol	Framework	1
University of Calabria	Security	1
University of California, Merced	Framework	1
University of California, Riverside	Testing	1
University of California, San Francisco	Testing	1
University of Connecticut	Reasoning	1
University of Florida	Hardware Design	1
University of Georgia	Security	1
University of Göttingen	Security	1
University of Groningen	Security	1
University of Hamburg	Research	1
University of Ioannina	Transportation	1
University of Klagenfurt	OT/IoT	1
University of Malta	Testing	1
University of Manchester	Healthcare	1
University of Naples Federico II	Security	1
University of Nebraska-Lincoln	Testing	1
University of North Carolina at Charlotte	Security	1
University of North Texas	Blockchain	1
University of Oldenburg	Healthcare	1
University of Oulu	Smart Cities	1
University of Piraeus	Ethics and Safety	1
University of Pittsburgh	Framework	1
University of Rochester	Vision	1
University of Sheffield	Framework	1
University of South Florida	Security	1
University of Surrey	Security	1
University of Szczecin	Networking	1
University of Technology Sydney	Recommendation	1
University of Texas Southwestern Medical Center	Testing	1
University of the Peloponnese	Research	1
University of the West of England	Framework	1
US CAISI	Security	1
Vanderbilt University	Healthcare	1
Vectra AI	Security	1
Vituity	Healthcare	1
vivo	Automation	1
VLM Run	Vision	1
Vrije Universiteit Amsterdam	Research	1
Washington State University	OT/IoT	1
Wayne State University	Testing	1
Wellstar Health System	Healthcare	1
Whitehead Institute for Biomedical Research	Research	1
Wichita State University	Security	1
William & Mary	Research	1
Wuhan University	Software Engineering	1
X-camp Academy	Testing	1
Xiaohongshu	Framework	1
Xidian University	Reasoning	1
Zeekr Group	Physical AI/Robotics	1
Zhongguancun Academy	Research	1
École Polytechnique Fédérale de Lausanne	Research	1

Curation Standard

The repo is moving toward GitHub-native, canonical resource links:

• Primary links should point to the paper, code repository, benchmark, docs, or project page.
• LinkedIn/X posts are useful as commentary, but should be secondary links.
• Titles should be plain readable text.
• Resources should be placed in the most relevant domain and avoid duplicates.

See CONTRIBUTING.md for the full contribution checklist. See CURATION.md for the detailed resource quality bar and link-priority rules.

Author

Mahmoud Rabie

• LinkedIn
• GitHub
• X