703 tools and products — trending open source, and what gets used in AI and other work.
Claude Code is Anthropic's agentic coding tool for the terminal, IDEs, and GitHub. It uses natural-language commands to understand a codebase, create and read files, execute commands, run tests, explain code, manage Git workflows, and handle routine development tasks. It can also load persistent project context, run custom slash commands, use plugins with custom commands and agents, and operate with configurable autonomy while leaving actions such as final pull-request merging to a human. The official repository documents installation for macOS, Linux, and Windows, and identifies npm installation as deprecated.
OpenAI Codex is an AI coding agent from OpenAI available as a command-line tool (Codex CLI) that helps developers produce software. It can be used alongside Gemini for adversarial audits of software requirements and implementation plans, listed as a supported coding-agent or model option in several projects, and its logs can be joined with task and test evidence. The Codex CLI can also receive and answer requests from the Penako canvas.
Cursor is an AI-powered coding agent and integrated development environment designed to accelerate software development by handing off coding tasks to AI. It evolved from an email client into a multimodel development tool, supporting broader developer workflows. The platform also offers MCP-connected capabilities for tasks like searching and editing notes.
OpenClaw is a self-hosted AI assistant and agent platform developed by the OpenClaw Foundation. It runs on macOS, Linux, Windows, or WSL2 devices and connects hosted or local model providers, tools, skills, plugins, messaging channels, and optional companion apps through a Gateway. The same Gateway architecture supports a personal assistant on one device or a trusted shared-team deployment. The Gateway is the local control plane for sessions, tools, events, and channel connections; the Control UI, CLI, and terminal UI connect to it. Channels include WhatsApp, Telegram, Slack, Discord, Google Chat, Signal, and iMessage, while companion apps and nodes can provide voice, Canvas, camera, screen, and device-local actions on supported platforms. OpenClaw’s security model treats inbound messages as untrusted input, pairs unknown senders by default on direct-message-capable channels, and runs tools on the host for the main session unless sandboxing is configured. The project is distributed under the MIT license.
Higgsfield AI is an AI-native creative platform for generating and editing images and videos from text prompts and reference images, with tools for cinematic video creation, visual effects, AI-assisted content production, animating photos, creating shorts, generating voiceovers, cloning voices, upscaling, reframing, removing backgrounds, and automating creative workflows with an AI agent. It supports complete faceless-video production with visuals, voice-over, subtitles, music, and sound effects from an approved script and storyboard. The platform connects through an MCP server and ChatGPT plugin to MCP-compatible clients such as ChatGPT, Claude, Claude Code, Codex, and other agents; the ChatGPT integration uses an existing Higgsfield account and its credit system, while the MCP page states that no API key is required. It is available on the web and mobile.
Model Context Protocol (MCP) is an open, standardized protocol layer for connecting large language models and AI agents with external data sources, hosted infrastructure tools, and other contextual data. It defines formats, metadata, protocol schemas, and APIs for sharing information and tools, attaching, referencing, and validating context such as documents, embeddings, and provenance, while supporting scoped authentication and permissions. MCP translates JSON requests from an agent into calls to service APIs, including CRM, container-management, and GKE capabilities, and can provide design-system context and related tools for generating consistent applications. The official project publishes its specification, documentation, and protocol schema; the schema is defined first in TypeScript and also provided as JSON Schema for broader compatibility. The protocol was created by David Soria Parra and Justin Spahr-Summers, is hosted at modelcontextprotocol.io, and is licensed under the MIT License.
OpenAI is an AI model provider whose language models are available through an API and can serve as one provider in multi-model routing architectures. The videos describe its models being used for AI replies and extraction, Amazon-review analysis and customer-service email generation, legal workflows, complex software development and debugging, and experimental or auxiliary agent tasks.
Python is a programming language and the implementation environment maintained in the CPython repository. The videos describe its use for back-end applications, bots, scientific analysis, API scripts, file-operation primitives, database and vector-search result processing, coding-session dashboards, document-converter bindings, and compiled agent skills. CPython can be built on Unix-like systems and Windows, with optional profile-guided and link-time optimization; installable distributions and documentation are provided through python.org.
T3 Code is an open-source agent-harness control surface for coding agents running on a developer's computer. It provides iOS and Android mobile apps, a web app, and an Electron-based desktop app for controlling locally configured Codex, Claude Code, Cursor, Grok Build, and OpenCode agents while using the user's existing provider subscriptions. The project can be launched with `npx t3@latest`, which starts its backend and local web interface on the machine. It also distributes desktop builds for Windows, macOS, and Arch Linux, and supports remote access from a phone or another machine. The repository describes the project as early-stage and warns that bugs are expected.
Fable orchestrator is a small, local-first routing skill for Codex that separates planning and adjudication from code implementation. Fable 5.1 plans tasks and makes final decisions without writing code or owning the workspace; Codex validates the bounded graph it returns, runs ready implementation nodes in parallel when useful, collects evidence, verifies the result, and requests further adjudication when needed. Implementation work is delegated through callable OpenCode Go agents, with GPT-5.6 Luna assigned to normal implementation and DeepSeek V4 Flash to loops and repeated high-throughput execution. The repository contains an installable skill, agent configuration, an invocation script, an installer, and shell-based tests. It does not provide a proxy, dashboard, model catalog, credential store, or API-key management. The installer supports dry runs, copying into a Codex skills direct
Visual Studio Code is a Microsoft-developed source-code editor and development environment distributed for Windows, macOS, and Linux. Built from the Code - OSS repository, it supports code editing, navigation, code understanding, lightweight debugging, integration with existing development tools, and extensibility through extensions; the videos also describe using it to review AI-generated changes, host AI coding plugins, and run workflows such as Spec Kit commands and Claude Code extensions, including multi-agent planning, coding, and debugging. Microsoft distributes Visual Studio Code under a Microsoft product license, while the underlying Code - OSS source repository is available under the MIT license. The product is updated monthly, with an Insiders build providing daily releases.
Playwright is an open-source framework for web testing and browser automation, developed in the Microsoft repository. It drives Chromium, Firefox, and WebKit through a single API and includes an end-to-end test runner with isolated browser contexts, auto-waiting, web-first assertions, resilient locators, parallel execution, and reusable authentication state. Its tooling also includes a browser-automation library, CLI for coding agents, MCP server for AI-agent and LLM-driven automation, and tracing that records actions, DOM snapshots, network requests, console messages, screenshots, and videos for debugging.
An agent-facing collection of design and engineering skills by Emil Kowalski for building and reviewing user interfaces. Its guidance covers animation curves, durations, properties, gestures, haptics, screen transitions, motion placement, borders, shadows, typography, Apple interface principles distilled from WWDC talks, UI-library selection, modern Swift, prototyping, and product-interface details. The skills can create animations from scratch, review animations against defined rules, audit a codebase and produce prioritized implementation plans, identify worthwhile opportunities for motion while flagging what should not be animated, and build multiple UI variants navigated through a switcher. A React Native and Expo skill covers gestures, sheets, haptics, screen transitions, and keeping motion off the JavaScript thread; other skills guide use of the Sonner toast library and library selection. The collection is installed with `npx skills@latest add emilkowalski/skills` and is based on Kowalski’s stated experience at Vercel and Linear.
Hugging Face is an AI and machine-learning collaboration platform that hosts and distributes models, datasets, and applications. Its Hub supports public model, dataset, and application repositories across text, image, video, audio, and 3D workloads, while its open-source stack includes Transformers, Diffusers, Safetensors, Tokenizers, TRL, Transformers.js, smolagents, and PEFT. The platform provides a unified API for accessing models from AI providers, GPU-based compute and Inference Endpoints, and paid team and enterprise features such as private datasets, access controls, single sign-on, audit logs, and dedicated support.
Hermes Agent is a self-improving AI agent developed by Nous Research. It provides a CLI and terminal interface, messaging gateway, and desktop interface for interacting with language models, operating terminals and browsers, and maintaining continuity across sessions. It supports model providers including Nous Portal, OpenRouter, OpenAI, and custom endpoints, along with terminal backends including local execution, Docker, SSH, Singularity, Modal, Daytona, and Vercel Sandbox. Its learning loop creates and improves skills from task experience, stores persistent memories, searches previous sessions with FTS5 and LLM summarization, and builds user profiles through Honcho. It can delegate parallel work to isolated subagents, run Python tool-calling scripts through RPC, schedule unattended jobs with a natural-language cron scheduler, and deliver results through Telegram, Discord, Slack, WhatsApp, Signal, email, and the CLI. The terminal interface includes multiline editing, slash-command completion, conversation history, interrupt-and-redirect controls, and streaming tool output. It also supports voice-memo transcription and cross-platform conversation continuity.
Perplexity is an AI-powered answer engine and search assistant that retrieves current information, verifies facts, and supports search operators such as site:reddit.com to narrow results. It is also offered as a cloud-based model and agent platform that can run as an AI assistant or computer agent. It is a commercial product developed by Perplexity AI.
Microsoft Azure is an open cloud computing platform and enterprise infrastructure service used to deploy and operate software. It provides infrastructure as a service, virtual machines, databases, containers, serverless computing, Kubernetes, storage, networking, monitoring, security, analytics, and developer tools. Azure also hosts AI-oriented services for models, machine learning, applications, and agents, and connects AI, data, business context, applications, and agents across an enterprise.
WorkOS is an identity and authentication platform for adding enterprise access features to applications. It supports Single Sign-On through SAML and OIDC identity providers, social authentication, passwordless email codes, multi-factor authentication, and user and organization management with configurable policies. The videos also describe it as supporting agent authentication on behalf of users. Its APIs normalize enterprise integrations behind a single interface, with dashboard management, webhook events for directory-service updates, and SDKs for Node.js, Ruby, Python, .NET, Go, PHP, and Java. WorkOS provides AuthKit, an authentication UI built with WorkOS and Radix, and the site states that the platform supports more than 20 enterprise services through one integration point.
Vercel is an application and agentic infrastructure platform for deploying and hosting web applications, marketing sites, platform products, and AI agents. Its infrastructure includes global delivery, deployment environments, serverless functions, fluid compute, a web application firewall, durable orchestration, sandboxed environments, and an AI model gateway. For hosted platforms, Vercel provides tenant isolation, domain management, custom SSL certificates, and preview URLs.
GitHub Spec Kit is an open-source, community-driven toolkit from GitHub for spec-driven software development with AI coding agents. It provides the Specify CLI to initialize projects and create feature branches, establishes project principles in a constitution, defines specifications, plans implementations, breaks plans into actionable tasks, implements them through an agent, and checks the result against the specification, plan, and tasks. The toolkit supports integrations with AI coding agents and includes extensions, presets, role-based bundles, and an opt-in bug-fixing extension with an assess–fix–test workflow.
ElevenLabs is an AI voice and audio platform offering text-to-speech, voice generation and cloning, speech-to-text transcription, dubbing, music generation, and voice agents. Its transcription capability produces timing information for video cuts, subtitles, and synchronized animations. It provides more than 5,000 voices across more than 70 languages, supports custom voice clones, and offers APIs and SDKs through ElevenAPI. ElevenCreative supports content creation, while ElevenAgents supports customer-experience applications.
Apify is a marketplace and platform for web-data extraction and AI automation tools called Actors. Actors collect data from sources such as TikTok, Instagram, Google Maps, and websites; their results can be exported, accessed through an API, scheduled, monitored, or integrated with applications, workflows, and AI agents. Apify’s Website Content Crawler cleans HTML, extracts website text in Markdown and other rich formats, downloads files, and supplies content to AI models, LLM applications, vector databases, and retrieval-augmented generation pipelines, with integrations including LangChain and LlamaIndex.
LangChain is an open-source framework and agent engineering platform for building agents and applications powered by large language models. It chains interoperable components and third-party integrations, providing standard interfaces for models, embeddings, vector stores, retrievers, tools, and other data sources. It supports sequential agentic workflows, context and tool-call orchestration, model substitution, and application development primarily through Python; the project also provides a separate JavaScript/TypeScript library. LangChain can be used standalone or with related tools for agent orchestration, evaluation, observability, debugging, and deployment.
An agent-orchestration framework for Python that models complex, multilayered AI workflows as directed agent graphs. It manages context and tool calls, provides state checkpoints and persistence, and supports human-in-the-loop approval gates for production deployments. The framework is reported to allow existing agents to be exported/imported into IBM watsonx Orchestrate.
An AI software engineering agent developed by Cognition that runs isolated cloud coding sessions, writes and modifies code, and can test applications through a browser. Devin is designed as an end-to-end software-development environment for planning and implementing coding tasks. Vals evaluated it internally and increased its adoption after finding it to be token-efficient.
Ollama is a software platform for running and serving open models, including as a local model runtime for tasks such as resume evaluation, tagging, and summarization. Its website describes integrations with coding agents and other workflows, allowing users to launch tools such as Claude Code, Codex, OpenCode, and VS Code while switching models without changing the workflow. Local runs remain on the user's machine, while Ollama also offers hosted cloud models. The service states that prompts are not tracked or used for training by providers, and that its open-source software and open model support are intended to keep data private while automating work.
Cloudflare is an internet infrastructure and security platform that provides hosting and delivery infrastructure for applications, agents, websites, and data. Its network combines compute, connectivity, and security at edge locations, with Workers running code close to users and backend data; the company states that its network operates in more than 335 cities and reaches 95% of the world's Internet-connected population within 50 milliseconds. Cloudflare also provides AI crawler controls that let site owners inspect, allow, or block crawler activity, along with pay-per-crawl and a monetization gateway for pages, data sets, APIs, MCP tool calls, files, and search indexes. The described x402 flow uses an HTTP 402 response to request payment, after which an agent pays, retries with proof, and Cloudflare verifies the payment at the edge.
Anti Slop is an open-source set of rules and agent skills for AI coding agents that filters generic AI-generated user interfaces, copy, and code without prescribing colors, fonts, layouts, or other visual styles. Its core contains 38 mandatory rules across Hard Gate, Purpose-Gate, and Quality Locks tiers; a Liveliness Toolkit with ENERGY, RHYTHM, and MOTION controls; a Design Read; and a mandatory four-part PASS/FAIL Delivery Gate. Task-specific skills are organized as separate SKILL.md folders and loaded additively, while a project’s DESIGN.md supplies the visual direction. The repository provides installation through the npx antislop-ai picker, the skills.sh-compatible npx skills add command, or a Claude Code marketplace plugin, with support for agents including Claude Code, Codex, Antigravity, OpenCode, Cursor, Gemini CLI, and Hermes.
Zapier is an automation and AI orchestration platform for connecting business applications, data, AI models, and agents. Its workflows use triggers and actions to move information between tools and perform tasks such as formatting new Asana projects, connecting incoming email to OpenAI for a customer-service workflow, scheduling recurring scrapes, and sending notifications when qualifying data appears. The Zapier site says it supports workflows and agents across more than 9,000 app integrations, with governed access, model management, and guardrails. It also provides Zapier MCP for connecting AI clients such as Claude, ChatGPT, Cursor, and OpenClaw to configured tools, plus a beta Zapier SDK and SDK CLI for building integrations.
Framer is a web-based design and website-building platform that combines visual design, prototyping, and site creation with built-in hosting, CMS, analytics, security, and SEO. Its AI design agent generates page designs and websites from textual prompts on a visual canvas; the generated designs remain editable and can be deployed through Framer’s hosted SaaS.
OpenTelemetry is an open-source, vendor-neutral observability framework for cloud-native software. It provides APIs, SDKs, automatic-instrumentation agents, and collector services for capturing distributed traces, metrics, logs, and contextual metadata such as baggage. Its context-propagation mechanism correlates telemetry across service boundaries and carries trace identity through an application’s request path, including standard HTTP communication. The OpenTelemetry Collector receives, processes, filters, and routes telemetry to observability backends such as Jaeger, Prometheus, commercial systems, or custom solutions. It supports native SDKs for more than 12 languages and is hosted as a graduated project by the Cloud Native Computing Foundation.
Archify is an open-source agent skill and Node.js rendering and validation system that turns a codebase or system description into searchable, shareable interactive diagrams. It supports architecture, workflow, sequence, data-flow, and lifecycle diagrams and can be used with Cursor, Claude Code, Codex CLI, and OpenCode. Agents produce typed JSON intermediate representations, which Archify deterministically validates and compiles into self-contained HTML and SVG artifacts. The generated viewer supports node search, optional revision-verified source inspection, upstream and downstream reach tracing, route inspection, semantic-role comparisons, guided stories, themes, presets, and finite motion. Archify can compare two validated snapshots as Before, Delta, and After views, identifying added, removed, changed, moved, and rerouted facts. Its exports include PNG, SVG, WebM, and 1200×630 share cards; it can be installed as a global skill with `npx skills add tt-a1i/archify -g`.
OpenCode is an open-source AI coding agent developed by anomalyco. It is used as a terminal-based coding agent and external coding harness, with a beta desktop application also available. The CLI includes a full-access build agent for development work and a read-only plan agent for code analysis and exploration; the plan agent denies file edits by default and asks permission before running shell commands. OpenCode also provides a general subagent for complex searches and multistep tasks, and can be installed through its shell installer, package managers, or platform-specific desktop packages.
Orca is a free, open-source agent development environment for running multiple coding agents in parallel on desktop, mobile, or a VPS. It runs CLI agents such as Codex, Claude Code, OpenCode, and Pi side by side, placing each agent in an isolated Git worktree so results can be compared and merged. The environment provides split terminals, a VS Code editor, diff annotation and review, browser-based Design Mode that sends selected HTML, CSS, and screenshots to an agent, native GitHub and Linear views, SSH worktrees with port forwarding, and a mobile companion for monitoring agents and sending follow-ups. Its CLI can script workflows such as creating worktrees, taking snapshots, clicking, and filling fields. Orca is designed to work with any coding agent that runs in a terminal and uses the user's own agent subscriptions.
Agent Skills is an open-source collection of engineering workflows for AI coding agents, developed by Addy Osmani. It packages senior-engineering practices into skills covering the development lifecycle: defining specifications, planning, incremental implementation, testing and debugging, constraints, code review, web-performance auditing, code simplification, and shipping. Slash commands such as /spec, /plan, /build, /test, /review, and /ship activate the corresponding workflows, while skills can also activate automatically based on the work being performed. The /build workflow can generate a plan and implement its tasks in an approved pass, while retaining test-driven verification, individual commits, and pauses for failures or risky steps. It can be installed with the skills CLI or integrated into supported coding agents including Claude Code, Cursor, Codex, Copilot, and Cline.
Open Code Review is an open-source, AI-powered command-line code-review tool developed from Alibaba Group’s internal review assistant. It reads Git diffs and sends changed files to a configurable LLM through an agent with tool-use capabilities; the agent can read complete files, search the repository, and inspect other changed files for context before producing structured comments tied to source lines. Its hybrid architecture combines deterministic engineering with dynamic agent decisions: deterministic stages select and bundle files, match rules to file characteristics, and apply independent comment-positioning and reflection modules, while scenario-specific prompts and tools guide context retrieval and review. The `ocr scan` command audits complete files or directories without requiring a meaningful diff, and the project provides multilingual rules for issues including null-pointer exceptions, thread safety, cross-site scripting, and SQL injection. It supports configurable model endpoints, including OpenAI- and Anthropic-compatible endpoints, and requires Git 2.41 or newer.
Reverse Skill is an open-source, client-neutral cybersecurity skills router for AI coding agents performing reverse engineering, authorized penetration testing, security research, and CTF work. It processes a task through structured routing rules and a primary master-routing workflow, initializes authorization and network scope before action, selects a scenario-specific skill, checks available tools, MCP servers, and scripts, and records a timeline, evidence-to-finding path, report, and field journal rather than relying on guessed commands. Supported scenarios include APK and mobile analysis, binary and .NET reverse engineering, frontend JavaScript and encrypted-parameter analysis, DSL-VM reverse engineering, HTTP capture and request replay, malware and YARA analysis, penetration testing, attack-chain orchestration, case review, CTFs, firmware and IoT security, patch-diff analysis, exploit development, EDR bypass research, API and GraphQL security, supply-chain and SBOM security, and LLM security. Its documented tool ecosystem includes JADX, Apktool, Frida, IDA Pro, radare2, Ghidra, BurpSuite, and YARA. The repository provides platform-specific setup and tool-index refresh scripts for Windows, Linux, macOS, and Kali Linux, with prerequisites including a JDK, Node.js, and Python. It supports Claude Code, Codex, Cursor, OpenCode, and other compatible clients while keeping client adapters separate from the routing core, and includes cross-platform CI, routing regression tests, structure and supply-chain checks, and generated skill-navigation indexes.
General Translation is an open-source, full-stack internationalization and localization toolkit for React applications and other frameworks. It translates complete React components through a simple `<T>` wrapper rather than requiring content to be refactored into translation dictionaries, and supports text, variables, and currencies. The suite includes packages for Next.js, React, Vue, JavaScript, continuous localization, build integration, Sanity Studio, and an MCP server, as well as Locadex, an AI agent for automating internationalization in complex codebases. Projects can be initialized with `npx gt@latest` and connected to the service with an API key.
tmux is an open-source terminal multiplexer that creates, accesses, and controls multiple terminals from a single screen. A session can be detached while its terminals continue running in the background, then reattached later, allowing terminal-based processes such as coding agents to survive disconnection. It runs on OpenBSD, FreeBSD, NetBSD, Linux, macOS, and Solaris, and is built from source with dependencies including libevent and ncurses.
Linux is an operating system used as a headless server environment for running agents.
Lightfield is an AI-native customer relationship management (CRM) platform for early-stage teams that captures, analyzes, and surfaces customer information. It updates itself from customer interactions, allowing its agents to run outbound activities, flag deals at risk, and identify where teams should focus next. The platform includes records for accounts, opportunities, contacts, tasks, meetings, notes, lists, signals, sequences, automations, and chats.
n8n is a fair-code workflow automation platform developed by n8n GmbH for building and deploying AI agents and multi-step workflows. It combines a visual canvas with JavaScript, Python, and npm packages to integrate services, automate tasks, run custom code, and connect user data, models, tools, logic, human approvals, and observability features. It supports no-code/low-code workflows, more than 1,500 integrations, workflow templates, and models from OpenAI, Anthropic, Google, and open-source providers. n8n can be self-hosted or run in the cloud, including with Docker, and is distributed under the Sustainable Use License and n8n Enterprise License; enterprise plans add features and support.
TKOwners is a paid online entrepreneurial community founded and led by Chris Koerner for people starting, building, and growing businesses. It provides exclusive interviews and videos, member discussions, weekly live calls with Koerner and other experts, business blueprints and courses derived from podcast episodes, a backlog of ready-to-use plans and agents, strategy and execution tools, accountability resources and reports, networking, job and co-founder connections, proprietary tools, masterclasses, technical support, discounts on selected software, and access to an AI Lab focused on applying AI and automation to business tasks. The community has over 750 members; subscription-based membership includes a 7-day free trial, and the site states that subscriptions can be canceled to stop future billing but completed payments are nonrefundable.
Firecrawl is an open-source web context API and hosted service for AI agents and applications. It searches the web, scrapes individual pages, crawls websites, maps site URLs, and batch-processes large URL sets, returning content as clean Markdown, HTML, screenshots, structured JSON, and other extracted data. It handles JavaScript-heavy pages, rotating proxies, orchestration, rate limits, and blocked content, and can parse web-hosted PDFs and DOCX files. Its interaction endpoint lets users or agents click, scroll, write, wait, and press on a page before extracting content; its agent endpoint gathers web data from a natural-language request without requiring URLs. Firecrawl provides Python and Node.js SDKs, cURL and CLI interfaces, and an MCP connection for AI agents and applications.
gbrain is a hosted, cloud-based AI agent with persistent, long-term memory that adapts to a user’s preferences and way of thinking. It provides built-in skills for personal use and shared “brains” that support collaboration within teams and organizations.
World Monitor is an open-source global intelligence dashboard developed in the koala73/worldmonitor project. It aggregates curated global and regional news, geopolitical information, infrastructure signals, and financial data into a unified situational-awareness interface, producing AI-synthesized briefs and tracking military, economic, disaster, and escalation signals. The application provides both a 3D globe and a WebGL flat map using a shared map-layer catalog, a server-authoritative Country Instability Index, and finance views for stock exchanges, commodities, crypto, and composite market signals. It supports local AI through Ollama without API keys, as well as other documented AI providers, and exposes an MCP server for programmatic access by agents and scripts. The repository supports multiple site variants from one codebase, including world, tech, finance, commodity, energy, and happy views. It also distributes a Tauri desktop application for macOS, Windows, and Linux, and documents self-hosting through Vercel, Docker, or static deployment.
Cloudflare OS is an open-source AI productivity environment developed by Cloudflare and built on Cloudflare Workers. It provides an agent chat interface preloaded with company-specific knowledge, sandboxed development of shareable applications called gadgets, and a security framework called Gatekeepers for controlling agents and apps. It is intended to be customized into an organization's own company operating environment rather than adopted unchanged as a traditional computer operating system. Each user receives a private, separately sandboxed instance of a productivity application, such as a slide-deck tool, whiteboard, game, or dashboard. Agents can create and modify these gadgets and perform tasks involving configured company systems and integrations. Gatekeepers are service-specific Workers that expose a Cap'n Web API, handle authorization such as OAuth, restrict access to the intended resource, log gadget and agent actions, and support human approval for side effects. Instead of stopping synchronously for approval, a Gatekeeper can simulate the outcome locally, let the agent continue and queue actions, then allow the user to approve or reject those actions later in bulk or individually. The full stack can be run locally with pnpm, Wrangler, and workerd using `pnpm run-local`, or deployed to a Cloudflare account. The repository describes the project as an early-access release under heavy development; the local setup is intended for evaluation rather than production use.
DeepTutor is an open-source, self-hostable AI tutoring platform developed by HKUDS for lifelong personalized tutoring. It provides a web application and command-line interface for interactive learning, problem solving, quiz generation, deep research, visualization, and mastery practice, with persistent memory and learning state shared across knowledge bases, books, notebooks, tutor personas, and other activities. The platform supports multi-agent problem solving, retrieval-augmented learning with source-traced and page-level citations, math animations, interactive visualizations, and tutor bots built from personal study materials. Its knowledge sources include personal documents, EPUBs and books with annotations, GitHub repositories, web search, and connected libraries; documented retrieval and ingestion options include GraphRAG, PageIndex, LightRAG, linked knowledge bases, Obsidian, and configurable parsing and vector backends. DeepTutor also includes courses, research workflows, an ecosystem of MCP services and tool or capability plugins, and integrations with connected coding agents and other partners. It can run locally or through Docker.
anydoc is an open-source Rust library from Firecrawl that converts Word, PowerPoint, Excel, OpenDocument, RTF, EPUB, CSV, and PDF files into GitHub-Flavored Markdown. It uses a shared document model and provides Node.js, Python, browser WebAssembly, and Rust interfaces, along with a command-line interface that reads files or standard input and writes Markdown to standard output or a file. The library can return either Markdown or its intermediate document model, which carries embedded assets. A browser demo runs the WebAssembly build locally, while hosted OCR through Firecrawl Parse can process scanned PDF pages that anydoc cannot read by itself. It is also distributed as an agent skill compatible with agent tools such as Claude Code, Codex, Cursor, and OpenCode.
Tines is a software company that provides a secure, governed workflow automation platform for IT, security, and other teams. It supports building and operating AI agents, applications, and automated workflows, with visibility, access control, and administrative governance for maintaining control over automated processes.
System Prompts Leaks is an open reference archive of extracted AI system prompts, stored as Markdown files and organized by vendor. It collects prompts captured from chat assistants and coding agents—including Anthropic Claude, OpenAI ChatGPT and Codex, Google Gemini, xAI Grok, Cursor, Copilot, VS Code, and Perplexity—as well as officially published prompts for comparison. The repository is updated regularly and is intended for developers and researchers studying the hidden instructions and rules supplied to AI systems before user messages.
Vercel AI Gateway is a managed service from Vercel that routes application requests to language-model providers, centralizes API key management, and provides observability, caching, and rate-limiting for LLM usage. It is intended to simplify integration of multiple LLMs and enforce access controls for apps and autonomous agents.
book-to-skill is an open-source agent skill that converts technical books, document folders, or collections of source files into a unified skill for GitHub Copilot CLI, Amp, or Claude Code. It accepts PDFs, EPUBs, office documents, plain text, folders, globs, and file lists; the videos also describe OCR support for scanned PDFs. The tool distills source material into structured knowledge rather than a single summary, extracting frameworks, decision rules, anti-patterns, and per-chapter Markdown files. It also generates a core SKILL.md with a chapter index, plus glossary, patterns, and cheatsheet files. Agents load the relevant chapter and supporting files on demand, allowing answers to be grounded in the source content without placing the entire book in the context.
jcode is an open-source, Rust-based terminal harness for AI coding agents and LLM workflows, designed for interactive development across multiple sessions. It supports resumable sessions, session search, multi-agent swarm and helper-agent workflows, compatible model-provider integrations, MCP, browser automation, and a self-development mode; installation scripts target macOS, Linux, and Windows. For automatic memory, jcode embeds turns and responses as semantic vectors, searches a graph of stored memories using cosine similarity, and feeds relevant results into the conversation. A memory sideagent can verify and expand retrieval, while periodic extraction stores new memories and ambient consolidation reorganizes entries and checks for staleness and conflicts. Explicit memory tools and traditional retrieval over previous sessions are also available. Its terminal UI includes side panels, diff views, inline Mermaid diagrams, information widgets, custom scrolling, and real-time rendering. The project supplies a Mermaid renderer without browser or TypeScript dependencies and publishes benchmarks covering RAM consumption, startup and input-readiness times, and memory scaling across multiple active sessions.
Moli is an open-source headless browser engine built in Rust for AI agents. It fetches and extracts web pages, searches the web, and automates browser tasks while providing JavaScript, DOM, CSS, networking, storage, and browser automation capabilities. Moli treats the DOM as the source of truth and performs layout and rendering on demand, so DOM-first operations can avoid visual layout and paint. Layout enables geometry queries, coordinate input, screenshots, screencasts, and PDF output. It can be used through its CLI, CDP, WebDriver Classic, and WebDriver BiDi interfaces, including direct connections from Playwright over CDP, and supports Linux, macOS, and Windows.
Skills for Real Engineers is an open-source collection of small, composable agent skills by Matt Pocock for disciplined software development with Claude Code, Codex, and other coding agents. The skills support requirements clarification, project-language setup, test-driven development, debugging, code review, specification, planning, triage, and codebase surveys. The collection includes skills such as `/grill-me` and `/grill-with-docs`, which question the user about a proposed change before implementation, and a setup skill that configures an issue tracker, ticket labels, and documentation storage for a repository. It can be installed as a managed Claude Code plugin or copied into a project as editable files through the `skills` installer; the skills are intended to work with any model and can be adapted by the user.
DeepSeek Harness (dsh) is an open-source agent harness developed by DeepSeek AI. It uses an architecture in which everything is a plugin and is powered by Cordis, whose design is described in “A Programming Paradigm for Spatiotemporal Composability.” The npm package can launch a local Web UI with `npx @deepseek-ai/dsh web`, serving at `http://127.0.0.1:3080` by default and opening the default browser; it can also be built and run from a repository checkout. The project is in developer preview and warns that compatibility-breaking changes may occur. It is licensed under the MIT License, with third-party dependencies and their licenses documented separately.
AgentENV (AENV) is an open-source distributed platform developed by kvcache-ai for running agent environments at scale, including environments used for agentic reinforcement-learning training such as Kimi K3. It runs Firecracker microVM sandboxes across machines, loads OCI-compatible images on demand through overlaybd, and uses local disks as bounded caches for image and snapshot data. The aggregate image and snapshot footprint can exceed local disk capacity because cold data is evicted from the cache. Snapshot-backed environments can boot or resume in under 50 ms and pause in under 100 ms. AENV incrementally snapshots memory and filesystem changes, stores snapshots in S3-compatible object storage or a shared distributed filesystem, and can fork a running environment into independent sandboxes for parallel workflows. It uses ublk for I/O and memory ballooning to return reclaimable guest memory to hosts; the documentation reports a 9.6× memory overcommit ratio in production. The distribution includes an AENV server and the `aenv` command-line client for pulling OCI images as templates, starting, attaching to, executing commands in, pausing, resuming, and deleting sandboxes. It exposes an E2B-compatible HTTP API that works with the standard E2B Python and TypeScript SDKs. It requires Linux kernel 6.8 or later and `/dev/kvm` access for Firecracker execution. API requests are authenticated, but traffic is not encrypted; the documentation recommends a trusted network or HTTPS termination at a reverse proxy or load balancer.
Codex Security is an OpenAI CLI and TypeScript SDK for finding, validating, and fixing security vulnerabilities in authorized code repositories. It scans directories and codebases, including repository changes, uses AI-assisted analysis to trace attack paths and apply custom threat models, validates findings, and can generate reviewable patches and exports in SARIF, JSON, and CSV formats. The CLI supports CI use with an API key and can stop builds at a selected severity threshold. The package also supports configurable deep scans, worker and subagent counts, time limits, containerized bulk scans, and a preview findings service. The service stores findings and embeddings in SQLite, provides paginated listings and a read-only dashboard, identifies potential duplicates through embedding similarity, and allows completed findings to be published and deduplicated through the CLI or SDK. It requires Node.js 22.13.0 or later and Python 3.10 or later, and can use OpenAI or other documented inference providers.
An AI software-development agent from Replit that builds, modifies, publishes, and deploys applications from natural-language prompts. It can generate user interfaces and databases, implement application workflows such as electronic signing and checkout, connect custom domains, and manage deployment.