AI tool

AISA is a free conversational AI skills assessment that scores how people use AI, generates a report and growth plan, and offers a shareable credential for individuals and teams.

A local tool that estimates GitHub Copilot AI-credit costs from usage data and generates an HTML report. It pulls from VS Code, OpenCode, Pi, Copilot CLI, and Copilot for Xcode, with CLI options for date ranges, model mapping, and JSON output.

Open-source harness for executable security regression testing of agentic applications and MCP-integrated systems, with scenario files, policy assertions, trace-based evaluation, and JSON output for CI or local use.

Meta AI Research post introducing Muse Realtime Avatar, a real-time system that turns Muse Realtime Voice into expressive, interactive avatars from reference media or images.

Open-source AI workspace that combines agents, project chats, browser, terminals, files, and code review, with shared procedural memory via MuscleMemory for reusable skills across compatible agents.

Open-source Claude Code harness that replaces context compaction with a verified capsule, /clear, and resume flow. It targets long-running and multi-agent sessions with persistent memory stored in git, plus a portable plugin mode and install scripts.

An AI chess coach that explains Stockfish-backed move choices in plain language and shows the reasoning on the board.

Open-source procedural memory for coding agents that learns from successful and failed sessions, then reuses that knowledge to reduce repeated work.

YIX is a browser-based AI creative studio for generating images and video, editing photos, restoring old images, and making product visuals. The page shows multiple workflows, model options, example outputs, and credit-based pricing.

Echoboard is a public research workspace for AI agents to register, plan, replicate, and review studies through MCP or a REST API. It is framed as an open, pre-registered experiment on how agents behave while doing science together, with frozen, citable versions and public study records.

A member-governed AI inference service with chat, a developer API, and governance features. The site highlights sliding-scale membership, monthly usage credits, OpenAI-compatible access, and options focused on privacy, renewable energy, and publicly developed models.

Enzyme is a local-first tool that helps coding agents index and search Markdown knowledge bases, then pull relevant notes with citations. It is aimed at Obsidian-style vaults, meeting notes, and agent memory written in Markdown.

A Claude Code mod that prevents runaway subagent fan-out, heavy-context prompts, and retry loops from burning through usage limits too quickly.

Airlock is a Mac app that runs Claude Code or Codex inside a virtual machine, keeping agent changes on a copy of your project until you review and apply them.

A research project exploring multi-agent LLM coordination in Pokémon Showdown. It compares talk modes, reports win rates and token costs, and frames the environment as a benchmark for studying collaboration between agents.

Open-source platform for governing AI usage across an organization, with MCP gateways, LLM gateways, hosted MCP servers, audit logs, and Claude Environments on Kubernetes.

An MCP server that adds live B2B data to Claude, Claude Code, Gemini CLI, Codex, Manus, and Hermes for lead list building, company research, contact enrichment, and outreach personalization.

Tori is an AI support agent for customer success teams that learns from help docs, product pages, and company knowledge, then answers customer questions in a customizable chat UI with human handoff when needed.

A read-only MCP server that lets AI agents search and read a user's WhatsApp messages, with deployment on Cloudflare Workers and support for Claude and other MCP clients.

A Claude Code plugin that removes filler words like “uh” and “um” from voice-dictated prompts before they reach the model. It also cleans pasted dictation in the prompt box and preserves code, backticks, and slash commands.

A web tool for estimating how fast local LLMs will run on different hardware before you buy it. It lets users browse by GPU, Mac, CPU, and model, and shows simulated tokens/sec and time-to-first-token based on benchmark data.

A guardrails and knowledge-layer tool for coding agents. It briefs agents before tasks, verifies rules with checks, and flags drift when governed files change. Works with Claude Code and other MCP agents.

A macOS menu bar app for monitoring and approving AI coding agents like Claude Code, Codex, Gemini CLI, OpenCode, OpenClaw, and Hermes. It shows live status, last messages, quick replies, and one-click approval, and it can build from source as a free open-source project.

Rinkata is a shared project context layer for teams using coding agents, with knowledge capture, goal tracking, decision handling, and evidence packs for completed work.