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 just now. Current rank #10. 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.
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.
Single-binary CLI that builds an AI agent knowledge base from git repos, Claude Code/Codex sessions, and saved links. It generates a portable markdown wiki, runs on cron, supports local Ollama mode, and exposes the result for agents via CLAUDE.md/AGENTS.md and MCP.
A lightweight React Markdown renderer with built-in LaTeX, syntax highlighting, streaming-safe rendering, and security-focused defaults.
