Rankings

View the highest-scoring tools in the live directory.

This leaderboard turns the published catalog into a score-first view so visitors can scan the strongest tools overall, then jump into the top pick inside each populated category.

14 Highest-scoring published tools included in the main leaderboard
3 Categories with a current leader in the published catalog
100 Current best score in the live ranking set
82 Average score across the visible ranked tools

Overall Rankings

The list is ordered by score first, then by most recent update when scores tie.

  1. AI Coding Score 100

    context-engineering-intro

    Bridge local AI coding agents (Claude Code, Cursor, Gemini CLI, Codex) to messaging platforms (Feishu/Lark, DingTalk, Slack, Telegram, Discord, LINE, WeChat Work). Chat with your AI dev assistant from anywhere — no public IP required for most platforms.

    Updated Mar 28, 2026

  2. AI Coding Score 100

    CodeGraphContext

    An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.

    Updated Mar 22, 2026

  3. AI Coding Score 100

    cody-public-snapshot

    Type less, code more: Cody is an AI code assistant that uses advanced search and codebase context to help you write and fix code.

    Updated Mar 22, 2026

  4. AI Coding Score 100

    sweep

    Sweep: AI coding assistant for JetBrains

    Updated Mar 22, 2026

  5. AI Coding Score 100

    posthog

    🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys, data warehouse, a CDP, and an AI product assistant to help debug your code, ship features faster, and keep all your usage and customer data in one stack.

    Updated Mar 22, 2026

  6. AI Coding Score 100

    OpenSpec

    Spec-driven development (SDD) for AI coding assistants.

    Updated Mar 22, 2026

  7. AI Coding Score 85

    tabby

    Self-hosted AI coding assistant

    Updated Mar 22, 2026

  8. AI Image Score 75

    Qwen-Image-Edit-2511-LoRAs-Fast

    Demo of the Collection of Qwen Image Edit LoRAs

    Updated Mar 22, 2026

  9. AI Image Score 75

    Omni Image Editor

    Image edit, text to image, image upscale, remove watermark

    Updated Mar 22, 2026

  10. AI Image Score 75

    Qwen Image Edit Camera Control

    Fast 4 step inference with Qwen Image Edit 2509

    Updated Mar 22, 2026

  11. AI Chat Score 60

    Chatterbox Turbo Demo

    Chatterbox Turbo Demo

    Updated Mar 22, 2026

  12. AI Chat Score 60

    Chatterbox TTS

    Expressive Zeroshot TTS

    Updated Mar 22, 2026

  13. AI Image Score 60

    Finegrain Image Enhancer

    Clarity AI Upscaler Reproduction

    Updated Mar 22, 2026

  14. AI Image Score 60

    Diffusers Image Outpaint

    Easily expand image boundaries

    Updated Mar 22, 2026

Category Leaders

AI Coding 7 tools

context-engineering-intro

Bridge local AI coding agents (Claude Code, Cursor, Gemini CLI, Codex) to messaging platforms (Feishu/Lark, DingTalk, Slack, Telegram, Discord, LINE, WeChat Work). Chat with your AI dev assistant from anywhere — no public IP required for most platforms.

Leader score 100