Top Picks

Adchestra is a hosted MCP service that lets AI agents manage Google Ads and related Google marketing tools from chat. It supports Google Ads, Analytics 4, Tag Manager, and some Search Console access, with four-step setup and approved write actions.

Supercov is a coverage tool for coding agents that turns uncovered paths into the next test to write, then reruns the suite to verify progress.

Shed is a GitHub-hosted CLI for managing read-only repo catalogs and disposable writable workspaces for terminal coding agents. It syncs fresh checkouts, supports parallel agent sessions, and integrates with Claude Code, Cursor CLI, and opencode.

AI-powered project collaboration workspace for teams to manage work items, decisions, blockers, and context in one shared place. It includes AI-suggested updates, provider support, MCP connections for agents, an API/CLI, and self-hosting via Docker Compose and PostgreSQL.

PearPie is a private AI chat app for desktop and mobile that avoids accounts, stores chats on your own devices, and syncs them peer-to-peer. It supports local models plus premium hosted models, with per-conversation model selection and pay-as-you-go credits.

GIDE is a privacy-first AI coding command center that runs local or cloud models in a code editor and terminal. The page shows live session examples, a write-approval gate, CLI support, and an OpenAI-compatible local API.

Local code-context engine for AI coding agents. It indexes TypeScript, Python, or Swift repositories into a symbol-level graph in SQLite and exposes MCP tools for symbol lookup, impact analysis, and graph queries.

Murmell is a cloud canvas for running multiple AI coding agents together on one shared project. It supports tools like Claude Code, Codex, Kimi, and OpenCode, with file reservations to reduce collisions and live collaboration for teams.

An iOS piano-learning app that uses AI transcription to turn pasted or uploaded songs into playable piano-roll tutorials.

Itsuki is an open-source memory layer for AI tools and agents. It offers a single key and structured, source-linked memories across assistants, coding agents, workflows, SDKs, REST, and MCP integrations.

Understudy is a scenario-driven testing framework for AI agents. It simulates multi-turn users, records traces of messages and tool calls, and evaluates agent behavior with deterministic checks, optional LLM judges, and reports.

ThunderPhone is an AI phone agent platform for inbound and outbound calls, with a no-code operator UI, API access, SIP/telephony support, multilingual voice handling, and enterprise deployment options.

DriftWatch AI is a proxy and middleware layer for LLM traffic that trims redundant tokens, validates JSON schemas, and monitors model drift across OpenAI, Anthropic, and Gemini workflows.

An open robot football league where frontier AI models and open-source club code manage simulated Unitree G1 humanoids in daily matches, with live streams, match logs, and a public engine for teams to join.

오픈소스 AI 인프라 산정 도구로, 보유 GPU나 목표 워크로드를 입력해 실행 가능한 모델, 필요 장비, 배치안, TCO 비교까지 계산합니다. LLM, RAG, VLM, 아바타, 음성 워크로드를 다루며 한국어/영어 UI와 여러 추천 경로를 제공합니다.

Long-term memory for LLM apps with dated facts, supersession, and receipts. It exposes Python, CLI, local GUI, HTTP, and MCP interfaces, and supports local or hosted models.

A CLI and TUI for managing UniFi network controllers, with scripting-friendly output and an AI agent skill bundle for automated network tasks.

Persistent memory for AI agents that retires superseded facts instead of letting old and new information conflict. The repo shows quick start setup, MCP connections for several agent hosts, and benchmark claims for retrieval accuracy.

An embeddable Python sandbox for AI agents that turns MCP servers, APIs, shells, and host tools into native Python objects.

Notula is a WYSIWYG Markdown editor for docs-as-code, built around repositories that AI agents and humans both edit. It supports comments, review threads, background git sync, and desktop apps for macOS and Windows.

Mindlas is a local-first tool for monitoring Claude Code sessions and catching agent drift before bad code lands. It offers deterministic gauges, live session tracking, correction commands, and install paths for both a plugin and PyPI/CLI use.

A zero-setup service for testing magic-link sign-in flows with disposable inboxes and a simple no-auth API for coding agents.

A CLI that turns websites into compact, numbered views for AI agents so they can browse pages with far fewer tokens. It includes install steps, command examples, supported sites, and benchmark notes.

Local IDE and build harness for creating, testing, and shipping eve agents, with Vercel sign-in, agent run monitoring, build chat, and CLI integration.