README.md

---
license: mit
---

# 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 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


## [github com](https://github.com/TheAgentCompany/TheAgentCompany)
<details>

### website
https://github.com/TheAgentCompany/TheAgentCompany
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-github-com/github-com
### description
  
### category
Benchmark
### tags


</details>


## [openai com](https://openai.com/index/mle-bench/)
<details>

### website
https://openai.com/index/mle-bench/
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-openai-com/openai-com
### description
OpenAI's Deep Research is an advanced AI agent integrated into ChatGPT, designed to autonomously conduct comprehensive, multi-step research tasks on the internet. <h3>Introduction</h3> Deep Research l
### category
Benchmark
### tags


</details>


## [aimultiple](https://research.aimultiple.com/ai-coding-benchmark/)
<details>

### website
https://research.aimultiple.com/ai-coding-benchmark/
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-aimultiple/aimultiple
### description
AI coding benchmarks are standardized tests designed to evaluate and compare the performance of artificial intelligence systems in coding tasks. Benchmarks primarily test …
### category
Benchmark
### tags


</details>


## [convergence ai](https://convergence.ai/introducing-proxy/)
<details>

### website
https://convergence.ai/introducing-proxy/
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-convergence-ai/convergence-ai
### description
Convergence’s Proxy ahead in top agent benchmark, beats OpenAI and Anthropic We are extremely excited to announce the launch of Proxy, our automated AI assistant. ... For example, our Parallel Agents 
### category
Benchmark
### tags


</details>


## [crypto briefing](https://cryptobriefing.com/deepseek-impact-ai-market/)
<details>

### website
https://cryptobriefing.com/deepseek-impact-ai-market/
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-crypto-briefing/crypto-briefing
### description
The AI agent market cap has plunged over $2.5 billion in the past 24 hours, dropping from $12.9 billion to just over $10.2 billion, according to data from cookie.fun.. …
### category
Benchmark
### tags


</details>


## [hajime ai](https://www.hajime.ai/)
<details>

### website
https://www.hajime.ai/
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-hajime-ai/hajime-ai
### description
Focus your efforts and resources on developing your AI Agents, while we handle the rest and prepare you for a future where agents will work together to innovate. Our platform is designed to offer an e
### category
Benchmark
### tags


</details>


## [princeton edu](https://agents.cs.princeton.edu/)
<details>

### website
https://agents.cs.princeton.edu/
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-princeton-edu/princeton-edu
### description
AI agents are an exciting new research direction, and benchmarks are crucial for driving progress. However, current agent benchmarks and evaluation practices reveals several shortcomings that hinder t
### category
Benchmark
### tags


</details>


## [aimultiple com](https://research.aimultiple.com/ai-agents/)
<details>

### website
https://research.aimultiple.com/ai-agents/
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-aimultiple-com/aimultiple-com
### description
AI agents are autonomous software systems that plan and act to achieve given tasks or goals. They are equipped with aggregated knowledge and experience of human experts and access to relevant data. We
### category
Benchmark
### tags


</details>


## [agentclinic github io](https://agentclinic.github.io/)
<details>

### website
https://agentclinic.github.io/
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-agentclinic-github-io/agentclinic-github-io
### description
@misc{schmidgall2024agentclinic, title={AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments}, author={Samuel Schmidgall and Rojin Ziaei and Carl Harris and Edua
### category
Benchmark
### tags


</details>


## [langbase com](https://langbase.com/state-of-ai-agents)
<details>

### website
https://langbase.com/state-of-ai-agents
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-langbase-com/langbase-com
### description
→ Dismiss ⌘ NEW Agent Architectures Composable AI Email Agents ⌘ Step #0 Step #0 # mkdir ai-email-agent && cd ai-email-agent mkdir  ai-email-agent  &&  cd  ai-email-agent  Copy Copied! npm init -y && 
### category
Benchmark
### tags


</details>


## [mit edu](https://aiagentindex.mit.edu/)
<details>

### website
https://aiagentindex.mit.edu/
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-mit-edu/mit-edu
### description
To fill this gap, we introduce The AI Agent Index, the first public database to document information about currently deployed agentic AI systems. How did we collect the data? From August 2024 to Janua
### category
Benchmark
### tags


</details>


## [digital information world](https://www.digitalinformationworld.com/2024/06/new-benchmark-shows-ai-agents.html)
<details>

### website
https://www.digitalinformationworld.com/2024/06/new-benchmark-shows-ai-agents.html
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-digital-information-world/digital-information-world
### description
A customer experience AI startup, Sierra, has developed a new benchmark that helps in evaluating the performance of AI chatbot agents. The benchmark is named TAU-bench and is evaluated by having conve
### category
Benchmark
### tags


</details>


## [Unity ML-Agents](https://github.com/Unity-Technologies/ml-agents/blob/develop/docs/ML-Agents-Overview.md)
<details>

### website
https://github.com/Unity-Technologies/ml-agents/blob/develop/docs/ML-Agents-Overview.md
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-unity-ml-agents/unity-ml-agents
### description
Unity Machine Learning Agents Toolkit enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning, leveraging Unity'
### category
BENCHMARK
### tags


</details>


## [Webots](https://github.com/cyberbotics/webots)
<details>

### website
https://github.com/cyberbotics/webots
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-webots/webots
### description

            Webots provides a complete development environment to model, program and simulate robots, vehicles and mechanical systems.
        
### category
BENCHMARK
### tags


</details>


## [Jericho](https://github.com/microsoft/jericho)
<details>

### website
https://github.com/microsoft/jericho
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-jericho/jericho
### description
Jericho is a lightweight python-based interface connecting learning agents with interactive fiction games, which focuses on interactive fiction games, enabling research in natural language understandi
### category
BENCHMARK
### tags


</details>


## [OpenAI Gym](https://github.com/openai/gym)
<details>

### website
https://github.com/openai/gym
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-openai-gym/openai-gym
### description
OpenAI Gym is A standard toolkit for developing and comparing reinforcement learning (RL) algorithms. It offers a variety of tasks like Atari games and control problems.
### category
BENCHMARK
### tags


</details>


## [Habitat](https://aihabitat.org/)
<details>

### website
https://aihabitat.org/
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-habitat/habitat
### description

            Habitat: A Platform for Embodied AI Research is the original paper published on ICCV. Habitat enables training embodied agents (virtual robots) in highly efficient photorealistic 3D simul
### category
BENCHMARK
### tags


</details>


## [PettingZoo](https://pettingzoo.farama.org)
<details>

### website
https://pettingzoo.farama.org
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-pettingzoo/pettingzoo
### description

            PettingZoo is a python interface capable of general multi-agent reinforcement learning (MARL) problems. PettingZoo includes a wide variety of reference environments, helpful utilities, an
### category
BENCHMARK
### tags


</details>


## [SOTOPIA](https://docs.sotopia.world/)
<details>

### website
https://docs.sotopia.world/
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-sotopia/sotopia
### description

            SOTOPIA is the interactive Evaluation for Social Intelligence in Language Agents
        
website
github

### category
BENCHMARK
### tags


</details>


## [AirSim](https://github.com/microsoft/AirSim)
<details>

### website
https://github.com/microsoft/AirSim
### Agent Page
http://www.deepnlp.org/store/ai-agent/benchmark/pub-airsim/airsim
### description

            AirSim is developped by Microsoft Research as a simulation platform for AI research and experimentation. For example, drone delivery is no longer a sci-fi storyline—it’s a business realit
### category
BENCHMARK
### tags


</details>