◆ Curated from real-world signals

Find software
worth using.

Explore quality-filtered AI, SaaS and developer tools. No paid rankings, no endless noise—just useful software backed by public data.

19,851 tools reviewed · Public popularity signals · Refreshed continuously
AI spotlight

Hot AI tools

Trending · AI

100/100

Zero

Experience email the way you want with Mail0 – the first open source email app that puts your privacy and safety first. Join the discord: https://mail0.link/dis

Open source AISecurity
100/100

parlant

Build reliable customer-facing AI agents with Parlant: an interaction control harness optimized for controlled, consistent, and predictable LLM interactions.

Open source AI
100/100

X-AnyLabeling

X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, point cloud and multimodal data, comb

Open source AI
100/100

AI-Research-SKILLs

Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an

Open source AI
100/100

awesome-ai-engineering

🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production

Open source AI
100/100

TrendRadar

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平

Open source AI
Just landed

New AI tools

Latest

91/100

respan-gateway

One endpoint for every LLM vendor. Any SDK, any model, any tool. One Rust binary.

Open source AI
100/100

humanlayer

The best way to get AI coding agents to solve hard problems in complex codebases.

Open source AI
75/100

developers-guide-to-ai

The Developer's Guide to AI - A Field Guide for the Working Developer

Open source AI
100/100

Zero

Experience email the way you want with Mail0 – the first open source email app that puts your privacy and safety first. Join the discord: https://mail0.link/dis

Open source AISecurity
97/100

goodsKill

🐎基于SpringCloud 2025.x + Dubbo 3.x + AI构建的模拟秒杀微服务项目,集成了Elasticsearch🔍、Gateway、Mybatis-Plus、Sharding-JDBC等常用开源组件

Open source AI
89/100

ultrametric

The open startup repo — everything a founder needs to start and run a company in the agentic era: the comprehensive founder processes from an agentic lens, open

Open source AI
Quality over quantity

Top-rated tools

Trending · Latest · 19851 results

88/100

PotionUI

A self-hosted studio for generating images, video, and audio with diffusion models.

Open source AI
88/100

context-harness

Local-first context ingestion and retrieval for AI tools. SQLite + embeddings + MCP server for Cursor & Claude.

Open source Database
88/100

LinkShell

Remote terminal and coding-agent workspace for your phone and browser.

Open source Developer Tools
88/100

Maestro

LM-Kit Maestro is a secure, innovative desktop application that orchestrates AI agents offline, empowering you to build personalized chatbots with the advanced

Open source AI
88/100

augmented-interpretable-models

Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.

Open source AI
88/100

Chameleon

Stateless LLM runtime that dynamically routes, loads, executes, and unloads models per request with bounded VRAM caching and intelligent model selection.

Open source AI
88/100

protocol

technical specification and improvement protocol

Open source Developer Tools
88/100

morign

AI chat backend with knowledge base Q&A, MCP tools, and OAuth authentication.

Open source AI
88/100

bayesian-peft

Bayesian Low-Rank Adaptation of LLMs: BLoB [NeurIPS 2024] and TFB [NeurIPS 2025]

Open source Developer Tools
88/100

brain-db

Memory database for AI agents — stores typed memories (facts, preferences, events, entities, relations) with provenance, confidence, and bi-temporal validity, a

Open source AI
88/100

the-gibson

A portable, self-improving SDLC harness for agent fleets — plan → issues → build → test → review → UX-eval → security → ship, on any runtime (Claude Code, Codex

Open source Security
88/100

codesign

CoDesign gives AI agents like Claude Code, Codex and PI a real design engine for genuine, editable designs, not flat images. Bring in what you have: InDesign, P

Open source Video Tools
88/100

wind

Tailwind CSS for Flutter. Utility classes like flex, p-4 and dark:bg-gray-800 compose into optimised widget trees. 27 W-prefix widgets, a Claude Code skill and

Open source AI
88/100

paranoid

Your app is guilty until proven secure: an agent skill whose /hack-me breaks into your own running app, proves each bug with a real request, patches it, and re-

Open source AISecurity
88/100

initrunner

Define AI agent roles in YAML and run them anywhere: CLI, API server, or autonomous daemon

Open source Developer ToolsAI
88/100

shaide

Self-hosted, distributed, multi-model LLM inference

Open source AI
88/100

WorldMind

[EMNLP 2026] Aligning Agentic World Models via Knowledgeable Experience Learning

Open source AI
88/100

drivingbench_harness_v1

Harness/code for DrivingBench v1, which allows frontier LLMs to control cars via Comma/openpilot + MCP tools.

Open source AI
88/100

mendeley-mcp

MCP server for Mendeley reference manager - search, retrieve, and manage your academic library from Claude and other MCP clients

Open source AI
88/100

Media-AI

Ultimate AI Media Generation Tools Master List

Open source AIImage Tools
88/100

oakreader

An AI native macOS reader. Built for professional reader.

Open source AI
88/100

session-indexer

Per-project semantic search over Claude Code session history. Indexes JSONL transcripts into SQLite; retrieves via bge-m3 embeddings (Ollama) with FTS5 fallback

Open source Developer ToolsDatabase
88/100

inite-brain-service

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native MCP.

Open source AI
88/100

proqi

A terminal-native prompt composer for power users running multiple coding agents.

Open source Developer Tools