Developer Tools / Code Assistant
An open framework for scoring how well an MCP tool definition communicates to an AI agent, with a spec, reference implementation, CLI, and hosted API.
The page clearly presents a real AI-adjacent developer product: a scoring framework for MCP tool definitions aimed at agents and builders. The snapshot shows the purpose, how the scorer works, the dimensions it evaluates, and multiple ways to use it, including browser playground, CLI, and HTTP API. It also shows implementation details, examples, and a public open-source standard backed by Glama, which makes it strong enough for a useful directory listing.
The page does not fully show the underlying repository or API docs, so visitors cannot verify the exact installation steps, input/output formats, or maintenance cadence from this snapshot alone.
Last evaluated 44 days ago. Current rank #17. Down 3 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.
Lumae is a free native macOS screen recorder and screenshot tool for polished demos, with automatic zooms, cursor smoothing, motion blur, captions, voiceover, and annotated screenshots. It also exposes editing commands over MCP so agents like Claude Code or Claude Desktop can edit projects directly.
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.
