Developer Tools / AI Research Tools
Open Science is an open-source AI workbench for scientists. It combines literature, code, figures, reports, and review into a local-first desktop workflow with model choice, reproducible artifacts, and scientific agent skills.
The page clearly presents a real AI-powered product with a focused use case for scientists. The snapshot includes enough detail to understand what it does, how it works, and why it may be useful: local-first desktop app, model-agnostic support, reproducible research artifacts, MCP integration, Jupyter/Python kernel use, and bundled scientific skills and connectors. It has enough substance for a public directory listing.
The crawl snapshot does not show installation steps, demo media beyond references to screenshots, supported operating systems beyond macOS and Windows, or enough detail on the included connectors and skills to judge breadth and maturity.
Last evaluated 67 days ago. Current rank #972. Down 6 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.
Mercemur is a store automation platform with three interfaces: a REST API, an MCP server for AI agents, and a CLI for editing storefronts as files. The docs show authentication, scopes, rate limits, error handling, pagination, idempotency, and a large API surface for catalogue, orders, customers, pricing, and money.
A zero-dependency C++23 CLI and MCP server that gives coding agents a ranked map of a repository, including call context, blast radius, and tests to run.
Traccia is an AI agent observability and governance platform with OpenTelemetry-native tracing, runtime policy enforcement, prompt registry, evals, cost attribution, and compliance evidence export.
