Composable mathematics tools for agents

Governance standard and reference toolset for LLM-maintained knowledge corpora

Runtime evidence that helps agents trace, profile, and burn down hotspots in application and native code, GPU kernels, and inference stacks.

Governance standard and reference toolset for LLM-maintained knowledge corpora

AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Live Amazon marketplace data for AI agents as MCP tools: product details, reviews, keyword search, best-sellers, deals, live offers and stock, and seller profiles across 20 countries. `npx apiguru-mcp` needs only Node 18+ - no Python, no uv, no API key.

lightweight Python-based MCP (Model Context Protocol) server for local ComfyUI