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Darby is a Hugo documentation theme with built-in in-browser AI Q&A, instant search, dark mode, and polished doc components for technical sites.

A local Rust-plus-Python middleware layer for LLM apps that claims to reduce token usage and add in-process security checks before prompts are sent to a provider.

AgentReady is an MCP-based service that turns public websites into agent-friendly docs sources with cited answers, llms.txt generation, and live /ask and /mcp endpoints.

An open-source tool that watches Playwright failures, inspects the live page, and opens a GitHub PR with a proposed fix.

An open-source multi-model teaching assistant for UIUC ECE 120, with a Gradio UI, retrieval-augmented search, and evaluation scripts. The repo includes setup instructions, a live Hugging Face demo, and details on how it uses separate models for retrieval, generation, moderation, and ranking.

A plugin for coding agents that lets them message and coordinate with other agents across sessions, including Claude Code, Codex, and Antigravity.

Omnideck describes a self-testing browser-tool workflow where an AI agent runs daily checks on real websites, diagnoses failures against its own source code, and files GitHub issues with proposed fixes.

An MCP server for framing screenshots and screen recordings in realistic Apple device bezels from an AI assistant. It wraps the Bezelbub CLI and supports image framing, video framing, device lookup, and Claude Code/Desktop setup.

A prompt-injection capture-the-flag arena for testing how AI agents behave under attack. Users can play challenges, create guarded agents, add optional guards and sandboxed tools, and track scores on a leaderboard.

Forall is an AI coding agent from Astrio that generates spec-driven code with machine-checkable proofs. The repo shows two usage paths: a CLI workflow and a hosted MCP verify-only mode for tools like Cursor, Claude Code, or Codex.

AI-powered security scanner for modern web apps that combines SAST, DAST, and LLM-assisted code review in a single command. The repository includes install steps, quick-start commands, supported stacks, and examples for scanning live URLs or source code.

Wisp is an open-source desktop AI overlay that lets you trigger context-aware prompts with a hotkey, capture selection/clipboard/browser/screen context, and stream replies back into your workflow. It includes voice input/output, privacy controls, model-provider flexibility, and MCP support.

Kote is a developer memory layer that captures AI chats, Git activity, and development decisions, then makes them searchable in the IDE, web app, CLI, messaging apps, and MCP-enabled assistants.

A macOS command-line tool for on-device AI and voice tasks, including speak, listen, transcribe, chat, and an OpenAI-compatible local server.

Openbenchmarks is a public benchmark site for agents comparing SaaS and AI vendors with verified ground truth, open methodology, and metrics focused on build-vs-buy decisions. The snapshot shows benchmark sets for lookalikes, text-to-speech, and speech-to-text, plus links to open data and code.

A Zot docs page describing portable .zot files for packaging agent behavior, skills, requirements, and permissions. It includes manifest structure, file layout, permission rules, and packaging/running examples.

Local-first AI trading research assistant for market context, strategy generation, and Backtrader backtests. It supports multiple LLM providers, exposes an OpenAI-compatible API, and keeps runs and data stored locally.

Yogen is a self-hosted AI swarm that uses 500 agents to debate an idea and produce a verdict and written report. It targets decision support for startup ideas, product changes, and other uncertain choices, with both a hosted demo and local setup using an Anthropic API key.

Tokenstead helps people match AI models to their own hardware, with support for Macs, GPUs, and custom rigs. It shows which models can run locally, estimates speed, compares cloud pricing, and includes a source-cited tracker of organizations using different models.

Clusy is an agent-native notebook platform for ML and data science that lets users describe a goal in plain language and have the system source data, set up experiments, run notebook cells, and return editable results in the cloud.

Self-hosted LLM gateway for cost-aware model routing, spend tracking, and policy-based traffic control across multiple providers.

Prizmi is a proactive AI assistant for everyday tasks across phone and desktop devices. It can handle email drafting, reminders, file organization, browser actions, and other routine work while keeping the user in control of approvals.

Soup is a Python library that routes Agent Skills into LLM prompts, injecting only the skills relevant to each request. It supports local skills, remote repositories, and multiple providers including OpenAI, Anthropic, Gemini, Ollama, LiteLLM, and LangChain.

AutoSprite is an AI sprite sheet generator for game developers. It turns a single character image into animated spritesheets with preview, timing controls, presets, and exports for engines like Unity, Godot, GameMaker, and Phaser.