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nerve
The Simple Agent Development Kit
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Nerve is a simple yet powerful Agent Development Kit (ADK) to build, run, evaluate, and orchestrate LLM-based agents using just YAML and a CLI. It’s designed for technical users who want programmable, auditable, and reproducible automation using large language models.
Key Features
📝 Declarative Agents
Define agents using a clean YAML format: system prompt, task, tools, and variables — all in one file.
🔧 Built-in Tools & Extensibility
Use shell commands, Python functions, or remote tools to power your agents. Tools are fully typed and annotated.
🌐 Native MCP Support (Client & Server)
Nerve is the first framework to let you define MCP servers in YAML — and act as both client and server, enabling agent teams and deep orchestration.
📊 Evaluation Mode
Benchmark your agents with YAML, Parquet, or folder-based test cases. Run reproducible tests, log structured outputs, and track regression or progress.
🔁 Workflows
Compose agents into simple, linear pipelines to create multi-step automations with shared context.
🧪 LLM-Agnostic
Built on LiteLLM, Nerve supports OpenAI, Anthropic, Ollama, and dozens more — switch models in one line.
Quick Start
# 🖥️ install the project with:
pip install nerve-adk
# ⬇️ download and install an agent from a github repo with:
nerve install evilsocket/changelog
# 💡 or create an agent with a guided procedure:
nerve create new-agent
# 🚀 go!
nerve run new-agent
Read the documentation and the examples for more.
Contributing
We welcome contributions! Check out our contributing guidelines to get started and join our Discord community for help and discussion.
License
Nerve is released under the GPL 3 license.
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Reviews
3.4
(5)
user_6TRoobRR
2025-04-23
As a devoted mcp application user, I found nerve by evilsocket to be an outstanding addition to my toolkit. The user-friendly interface combined with its powerful features streamlines my workflow effortlessly. Though initially skeptical, it has quickly become indispensable. Highly recommended for anyone seeking efficiency and reliability in their projects!
user_Ntph7paY
2025-04-23
I've been using Nerve by evilsocket for a while now, and I must say it's a game-changer for my MCP applications. Its seamless integration and ease of use make it an essential tool for anyone in the field. Highly recommend!
user_IYRYDU6H
2025-04-23
As a dedicated MCP app user, I must say that "nerve" by evilsocket is an exceptional tool! Its functionality and ease of use are unparalleled. The interface is clean and intuitive, making it perfect for both beginners and advanced users. Highly recommended for anyone looking to enhance their MCP experience!
user_no4ZhoEa
2025-04-23
The Nerve application by evilsocket is a revolutionary tool that has significantly enhanced my productivity. Its seamless integration and user-friendly design have made managing tasks incredibly efficient. The clear welcome messages and intuitive language make it accessible to users at all skill levels. Highly recommend to anyone looking for a robust and reliable solution.
user_f1plu3kj
2025-04-23
As an avid user of the MCP application, I find Nerve by evilsocket to be an exceptional addition to my toolkit. The seamless integration and user-friendly interface make it a standout choice. The product's capabilities align perfectly with my needs, significantly enhancing my workflow efficiency. Highly recommend checking it out!