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ai-tools
4 postskotlin-lib-mcp: an MCP server exposing real sources of any Maven library to AI
kotlin-lib-mcp is an open-source MCP server letting AI assistants read real Maven library sources, API surface, and KDoc directly.
From a 48-hour PDF rabbit hole to a repeatable research pipeline
An engineer's 48-hour struggle extracting data from academic PDFs led to an automated, auditable research pipeline with measurable gains in speed and reliability.
Building Zero-Dependency MCP Servers in Pure Python
A practical walkthrough for implementing Anthropic's Model Context Protocol from scratch using only the Python standard library, with no SDK or pip dependencies.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comdaily_stock_analysis review: how reliable is LLM-based stock analysis?
Open-source daily_stock_analysis brings LLM-powered analysis to A-shares, Hong Kong and US markets. Setup, cost, benchmarks and pitfalls covered in this hands-on review.