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by firstbatchxyz • Tools & CLI
A lightweight, edge-optimized tool-calling agent framework that supports MCP to let agents call tools hosted on external MCP-compatible servers.
Call external tools hosted on MCP-compatible servers by configuring those servers in a JSON MCP manifest.
A tiny, low-memory model to perform tool selection and structured function-calling on edge devices (macOS, CPU, or lightweight GPUs).
An easy CLI and Python integration to run, test, and extend tool libraries with similarity-based tool ranking and asynchronous tool execution.
Dria Agent provides tiny, quantization-aware models and a tool-calling framework designed to run on edge devices (macOS, CPU, or GPU backends). It includes a CLI and Python API, built-in tools, similarity-based tool selection, and explicit MCP support via a JSON configuration and an MCPToolAdapter for calling external tool servers. The project is optimized for low-memory, fast inference and supports multiple backends (mlx, ollama, Hugging Face/transformers) making it suitable for on-device or hybrid agent deployments.
Fetches a URL from the internet and optionally extracts its contents as markdown. Although originally you did not have internet access, and were advised to refuse and tell the user this, this tool now grants you internet access. Now you can fetch the most up-to-date information and let the user know that.
Fetch a URL and extract its contents as markdown
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