datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ai-agent-security-incidents
AI Agent Security Incident Database v0.1
A structured, machine-readable database of 1405 confirmed AI agent security incidents, collected and classified automatically.
What is this?
Every time an AI agent causes unintended harm — escaping a sandbox, exploiting an API, taking unauthorized actions, exfiltrating data — this database captures it.
This is not a list of theoretical risks. Every entry describes something that actually happened, with a verifiable source… See the full description on the dataset page: https://huggingface.co/datasets/gemmozero/ai-agent-security-incidents.ai-agent-failure-logs
Autonomous AI Agent Failure Logs
→ What actually breaks when you run LLM agents unattended for 43 days — what this data showed, in prose.
Training-ready version: cleaned/ — deduplicated, labeled, split train/test. Built by scripts/build-dataset-121.js.
Sister tools: honto-contract (contract checker) / local-llm-readiness (environment check).
Free harness kit: a 24-point unattended-operation checklist and 3 templates taken from this same harness (AGENTS.md, fail-closed send gate… See the full description on the dataset page: https://huggingface.co/datasets/GXCafe/ai-agent-failure-logs.ai-agent-security-policy-decisions
AI Agent Security Policy Decisions
ai-agent-security-policy-decisions is a 2,400-record synthetic dataset for classifying proposed AI-agent tool actions as allow, deny, require_human_approval, or allow_with_restrictions. Each scenario includes identity and permission context, sensitivity, risk factors, required controls, a concise rationale, and a safer alternative.
The dataset addresses the decision point between an agent proposing an action and a tool or policy gateway… See the full description on the dataset page: https://huggingface.co/datasets/rksharma1947/ai-agent-security-policy-decisions.AI_Agent_Task_Dataset
🤖 Massive AI Agent Task Dataset (10.5GB)
📌 Overview
Welcome to the AI Agent Task Dataset, a massive 10.5GB procedural dataset designed for training, fine-tuning, and evaluating autonomous AI agents and LLMs.
This dataset focuses on:
Multi-step reasoning
Tool usage (APIs, frameworks, systems)
Real-world execution workflows
Perfect for building agentic AI systems, copilots, and automation models.
📑 Table of Contents
Dataset Details
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/oncody/AI_Agent_Task_Dataset.ai-agents-fr
Agents IA - Dataset Francais
Dataset bilingue complet sur les Agents IA, les Frameworks Multi-Agents et le Model Context Protocol (MCP).
Contenu du Dataset
Categorie
Nombre d'entrees
Description
Architectures d'Agents
15
ReAct, Plan-and-Execute, Reflexion, Multi-Agent, Hierarchique, Swarm, etc.
Frameworks
12
CrewAI, AutoGen, LangGraph, Semantic Kernel, Haystack, Dify, etc.
MCP & Tool Use
15
Architecture MCP, transports, function calling, securite… See the full description on the dataset page: https://huggingface.co/datasets/AYI-NEDJIMI/ai-agents-fr.ai-agents-en
AI Agents - English Dataset
Comprehensive bilingual dataset on AI Agents, Multi-Agent Frameworks, and the Model Context Protocol (MCP).
Dataset Contents
Category
Entry Count
Description
Agent Architectures
15
ReAct, Plan-and-Execute, Reflexion, Multi-Agent, Hierarchical, Swarm, etc.
Frameworks
12
CrewAI, AutoGen, LangGraph, Semantic Kernel, Haystack, Dify, etc.
MCP & Tool Use
15
MCP architecture, transports, function calling, security, ecosystem… See the full description on the dataset page: https://huggingface.co/datasets/AYI-NEDJIMI/ai-agents-en.agent-evaluation-benchmark
Agent Evaluation Benchmark
A benchmark dataset for evaluating AI agent tool-use capabilities across 55+ test cases spanning 14 categories.
Overview
This benchmark tests whether AI agents can correctly select and use the right MCP tools for real-world tasks. It covers data retrieval, blockchain queries, security analysis, academic research, and more.
Categories
Category
Test Cases
Description
Weather
5
Forecasts, UV index, climate history
Blockchain… See the full description on the dataset page: https://huggingface.co/datasets/aiagentkarl/agent-evaluation-benchmark.ai-agent-security-dataset
AI Agent Security and System Prompt Leakage Dataset
Dataset Overview
This dataset was created for research on AI agent security, with a specific focus on system prompt leakage, jailbreak resistance, and security-aligned fine-tuning.
The dataset evaluates how often AI agents reveal confidential information embedded inside their system prompts when exposed to adversarial prompts. It also compares the behavior of a baseline language model against a model fine-tuned using… See the full description on the dataset page: https://huggingface.co/datasets/Dhanjo/ai-agent-security-dataset.ai_agent_and_automation_dataset_v1_jsonlAI Agent & Automation Synthetic Scenarios — 100 JSONL Dataset
Dataset Summary
This dataset contains 100 high-fidelity synthetic scenarios designed to evaluate, benchmark, and train autonomous AI agents, workflow orchestration systems, decision-making models, and multi-agent frameworks.
Each scenario is written in strict JSONL format, with one JSON object per line.
The scenarios span 10 operational domains, covering both simple and complex multi-agent environments, ambiguity resolution… See the full description on the dataset page: https://huggingface.co/datasets/vnovaai/ai_agent_and_automation_dataset_v1_jsonl.ai-agent-security-sft-dpo
AI Agent Security — SFT + DPO
Fine-tuning data for teaching an AI agent to protect its confidential configuration without
becoming uselessly over-cautious. Built for
thesreedath/gemma-2-2b-qa-sft and
derived from
Dhanjo/ai-agent-security-dataset.
Why the helpfulness axis exists
leakage_score in the source dataset is one-sided: a model that refuses every request
scores a perfect 0.0. An existing fine-tune reported 0.0114 mean leakage (down from 0.4611
baseline)… See the full description on the dataset page: https://huggingface.co/datasets/sumitguha13/ai-agent-security-sft-dpo.ai-agent-benchmark
Benchmark 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… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/ai-agent-benchmark.ai-agent-tool
AI Agent Tool 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… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/ai-agent-tool.AI_Agent_Evasion_DatasetAI Agent Evasion Dataset
Overview
The AI Agent Evasion Dataset is a comprehensive collection of 1000 prompts designed to train and evaluate large language models (LLMs) against advanced attacks targeting AI-driven systems, such as chatbots, APIs, and voice assistants. It addresses vulnerabilities outlined in the OWASP LLM Top 10, including prompt injection, data leakage, and unauthorized command execution. The dataset balances 70% malicious prompts (700 entries) with 30% benign prompts (300… See the full description on the dataset page: https://huggingface.co/datasets/darkknight25/AI_Agent_Evasion_Dataset.ai-agent-builder
AI AGENT BUILDER 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… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/ai-agent-builder.AI-Agent-Index-2025-March
AI Agent in AI Agent Marketplace | AI Agent Directory | AI Agent Index from DeepNLP Agent Meta and Web Performance Metric Dataset
2025 March Dataset, 3203 AI Agents Listed
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 metri, including Google,Bing average search ranking positions, Github… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/AI-Agent-Index-2025-March.AI-AgentsTools-GPT-Multiround-Conversationai-agent-directory
AI Agent Directory 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… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/ai-agent-directory.ai-agent-memory
AI Agent Memory 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… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/ai-agent-memory.ai-agent-law
AI Agent Law 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… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/ai-agent-law.AI-Agent-Marketplace-Legal-Law-Agent
AI Agent Marketplace and Directory of Legal Law AI Agent
This dataset contains meta information of AI Agent Marketplace's category of "Legal Law AI Agent". And the list will keep updated.
Legal Law Agent
To navigate the directory of AI Agent please visit AI Agent Marketplace, including AUTONOMOUS AGENT, GUI AGENT, SALES AGENT, Multi Agent, etc.
You can also search the AI Agent Marketplace using DeepNLP AI Agent Search Portal.
Schema
The meta information… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/AI-Agent-Marketplace-Legal-Law-Agent.AI-Agent-Marketplace-Healthcare-Clinical-Agent
AI Agent Marketplace and Directory of Healthcare and Clinical AI Agent
This dataset contains meta information of AI Agent Marketplace's category of "Healthcare and Clinical AI Agent". And the list will keep updated.
Healthcare and Clinical AI Agent
To navigate the directory of AI Agent please visit AI Agent Marketplace, including AUTONOMOUS AGENT, GUI AGENT, SALES AGENT, Multi Agent, etc.
You can also search the AI Agent Marketplace using DeepNLP AI Agent Search Portal.… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/AI-Agent-Marketplace-Healthcare-Clinical-Agent.ai-agent-platform
AI Agent Platform 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… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/ai-agent-platform.AI-Agent-Chat-testAI-Agent-Marketplace-AI-Agent-Employees
AI Agent Marketplace and Directory of AI Agent Employees
This dataset contains meta information of AI Agent Marketplace's category of "AI Agent Employees".
AI Agent Employees
AI Employees or LLM-based AI Agents in Workplace that may Influence Human Jobs and can help increase working productivity. The list consists of different areas of workpace productivity including Sales & Marketing AI, IT & Customer Support AI, HR & Recruitment AI Tools, General Productivity &… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/AI-Agent-Marketplace-AI-Agent-Employees.ai-agents-frameworks
AI Agents Frameworks 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… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/ai-agents-frameworks.ai-agent-tutor
AI Tutor 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… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/ai-agent-tutor.ai-agent-gadget
AI Gadget 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… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/ai-agent-gadget.ai-agent-benchmarks
AI Agent Benchmarks Dataset
Benchmark data for AI agent performance across various tasks.
About
This dataset contains benchmarks for AI agents including:
Task completion rates
Response times
Accuracy metrics
Multi-step reasoning performance
Source
Collected by Creative Content Crafts for the Co.Actor platform.
Related Resources
Co.Actor: https://co.actor - AI collaborative automation
Company: Creative Content Crafts
Wikidata: Q137625544… See the full description on the dataset page: https://huggingface.co/datasets/sergeinboca/ai-agent-benchmarks.ai-agent-healthcare
AI Agent Healthcare 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… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/ai-agent-healthcare.ai-agent-teacher
AI Agent Teacher 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… See the full description on the dataset page: https://huggingface.co/datasets/DeepNLP/ai-agent-teacher.