Developer Tools / AI Workbench / Research Agent
OpenScience is an open-source AI workbench for scientific research. It can read papers, plan hypotheses, write and run code, manage experiments, query scientific databases, and present results in a browser-based workspace.
The page gives strong evidence of a real AI product with a defined workflow for scientific research, clear install and quickstart steps, and concrete features like agent modes, scientific connectors, browser workspace, and SDK/extensibility support. It is useful for researchers and AI builders looking for a model-agnostic research agent environment.
The snapshot does not show the full docs, screenshots, release history, or enough detail on current maintenance and production readiness. It also does not fully clarify the limits of the Atlas managed platform versus the open-source local workflow.
Last evaluated just now. Current rank #19. Down 2 spots in the rankings.
CodeGraph is a local code knowledge graph for AI coding agents like Claude Code, Cursor, Codex, OpenCode, and Hermes Agent. It aims to cut token use, tool calls, and runtime by letting agents query pre-indexed code structure instead of scanning files repeatedly.
A lightweight React Markdown renderer with built-in LaTeX, syntax highlighting, streaming-safe rendering, and security-focused defaults.
Claude Code plugin that blocks dependency edits until a fresh, source-cited version check is recorded, helping prevent hallucinated or stale package versions across npm, pip, Poetry/uv, Cargo, and NuGet.
SigMap is a deterministic grounding layer for AI code work. It generates a signature-and-evidence map, helps pick relevant files, validates coverage, and judges whether an AI answer is grounded in the repo.
