New agent-focused frameworks are gaining traction: FastMCP simplifies MCP server implementation, LiteLLM provides unified multi-provider access, and Pydantic AI offers type-safe agent development. Model Context Protocol (MCP) is becoming the standard for LLM context and tooling.
85%
Overall ConfidenceBased on 5 weighted dimensions
Confidence Breakdown
Authority
30%80Tier 2
Data Quality
25%60Level 3
Recency
20%6031-90 days
Corroboration
15%1003 sources
Specificity
10%75Level 3
Data Points(3)
FastMCP abstracts MCP protocol complexity with Python decorators
Nov 1, 2025LiteLLM supports 100+ providers through standardized OpenAI format
Nov 1, 2025MCP is rapidly becoming standard for LLM context and tooling
Nov 1, 2025