Agent Data Protocol

Standardizing Agent Interaction Data

A comprehensive framework for collecting, processing, and sharing agent interaction data across multiple platforms and datasets. Enabling reproducible research and seamless integration of agent behaviors.

Data Sources
Protocol
Agents
0
Supported Datasets
Comprehensive coverage
0
Integrated Agents
Multi-platform agent support
0
Total Data Standardized
Unified format compliance
%

Key Features

Standardized Format

Unified data structure for agent interactions across different platforms and environments.

Easy Integration

Simple integration with existing datasets / agent frameworks.

Scalable Architecture

Designed to handle large-scale data collection and processing efficiently.

Action Tracking

Comprehensive collection of agent actions including tool calls, code generation, etc.

Observation Capture

Detailed recording of environment states, responses, and feedback for complete interaction context.

Reasoning Traces

Capture agent thought processes, planning steps, and decision-making rationale.

Quality Assurance and Analysis

Enable quality assurance and analysis across different datasets.

Open Source Development and Contributions

Open-source development with contributions from the research community.

Reduced Community Effort

Replace many-to-many dataset to agent conversion with one-time adapters, reducing redundant engineering across projects.

Interactive Demo

Resources & Links

Read Paper

Read the full paper on arXiv

arXiv Link

Source Code

Implementation and examples

GitHub Repo

Datasets

Access datasets on Hugging Face

Hugging Face Hugging Face Space