Introduction
About
PIXRA is a reliability-focused framework designed for real-world applications, enabling trusted agent workflows through advanced reliability features such as verification layers, triangular architecture, validator agents, and output evaluation systems. It is built for developers…
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- Multi-layered reliability system with verifier and editor agents
- MCP (Model Context Protocol) support for third‑party tools
- Built‑in browser use and computer use capabilities
- Secure runtime with isolated agent execution
- Task‑centric design with structured output using Pydantic
- Production‑ready scalability (AWS, GCP, Docker)
- Python 3.10 or higher
- Access to OpenAI or Anthropic API keys (Azure and Bedrock Supported)
class FetchMCP:
command = "uvx"
args = ["mcp-server-fetch"]
Upsonic officially supports Model Context Protocol (MCP) and custom tools. You can use hundreds of MCP servers at glama or mcprun We also support Python functions inside a class as a tool. You can easily generate your integrations with that.
```python
from upsonic import Agent, Task, ObjectResponse
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