101 tools and products — trending open source, and what gets used in AI and other work.
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.
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.
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.
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.
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.
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.
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.
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.
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.
HQBase is an open-source shared email workspace for teams that runs in the customer's own Cloudflare account, keeping the application, mail, and Cloudflare credentials in infrastructure the customer controls. It provides shared mailboxes, team access controls, multi-domain configuration, collaborative drafts, and audit history, along with installation, update, backup, and recovery operations. HQBase also includes an OAuth-protected remote MCP server for controlled access by compatible agents. The project is distributed under the GNU Affero General Public License v3.0 only.
GitHub CLI is GitHub's official command-line tool, developed for GitHub.com, GitHub Enterprise Cloud, and GitHub Enterprise Server. The `gh` command brings pull requests, issues, and other GitHub concepts into the terminal alongside Git and source code, including workflows for authenticating an account, creating repositories and branches, pushing changes, and opening draft pull requests. It supports macOS, Windows, and Linux, and an agent skill is available for driving `gh` from coding agents.
Omarchy is an opinionated, preconfigured, terminal-oriented and agentic Arch Linux-based desktop distribution and ready-to-use Linux setup by DHH, developed by Omacom. It provides a tiling desktop workflow with navigation, hotkeys, themes, clipboard history, reminders, text extraction and dictation, screenshots and recording, an Omarchy command-line interface, terminal and Neovim tooling, AI and development tools, shell utilities, browsers, web apps, gaming support, networking, dotfiles, updates, and system snapshots. It includes applications such as Chromium, Obsidian, LibreOffice, Kdenlive, and OBS Studio. Its extensive manual covers configuration, hardware, troubleshooting, and installation, including dual-boot and unattended installation options, and is maintained in the repository's `manual/` directory and mirrored to learn.omacom.io. Omarchy is released under the MIT License.
LoopNet is an online marketplace for commercial real estate listings, allowing brokers, agents and property owners to list and search for properties for sale or lease. The service is owned by CoStar Group and focuses on U.S. and international commercial property markets.
Salesforce is an American cloud-based software company that provides customer relationship management (CRM) services and a suite of enterprise applications for sales, service, marketing, commerce, analytics and integration. Its products and brands include Sales Cloud, Service Cloud, Marketing Cloud, Tableau and MuleSoft, and it offers AI capabilities such as Einstein and agentic AI features. The company operates a multi-tenant cloud platform and is headquartered in San Francisco.
Hark is a webhook-to-iPhone notification platform for CI jobs, agents, scripts, monitoring tools, and other systems that can send HTTP requests. Each service receives a name, avatar, destination URL, and secret webhook endpoint; JSON requests can create rich notifications with sender, body, images, tap destinations, project grouping, summaries, and optional device routing. The platform also supports approval requests and text replies for agent workflows, tracks delivery attempts and registered devices in a web dashboard, and provides stateful Live Activities for task progress on the iOS Lock Screen and Dynamic Island. Hark provides an iPhone app, a Node.js 22-or-newer CLI package named harkctl, and an agent skill; the repository documents a Pro tier for multiple devices and targeted delivery.
PartMode is an open-source, local-first browser-based mechanical CAD application built on OpenCascade WebAssembly, replicad, and three.js. It provides constrained sketches, editable feature history, exact B-rep solid evaluation, multiple bodies, assemblies with mates and exploded views, drawings, inspection tools, and import or export for formats including STEP, STL, AMF, 3MF, SVG, DXF, and PDF. People work through the CAD interface, while permissioned typed agents operate against the same canonical document schema and exact geometry kernel. Browser-approved agents can edit the open project; a separate headless workflow uses an account-owned document. The application runs without a desktop CAD installation, supports anonymous local browser modeling with optional hosted agent connectivity, and is distributed under the GNU AGPL v3 license.
Dockhand is a Docker management web application by Finsys for managing containers, Compose stacks, and multiple local or remote Docker hosts. It provides real-time container status and resource monitoring, visual Compose editing, Git-based deployment with webhooks and auto-sync, interactive shell access, log streaming, file and volume browsing, image and network management, vulnerability scanning with Grype and Trivy, schedules for pruning and updates, notifications, and activity auditing. Environments can connect through a socket, agent, or direct TCP. The application uses direct Docker API calls, a SvelteKit frontend, a Bun-based backend, and SQLite or PostgreSQL through Drizzle ORM. It is licensed under the Business Source License 1.1, with the repository stating that it converts to Apache 2.0 on January 1, 2029; personal use, internal business use, non-profits, education, and evaluation are permitted, while offering it as a commercial hosted service is not.
Google Cloud Shell is a browser-accessible command-line environment hosted by Google Cloud for managing projects, creating files, configuring permissions, and deploying resources. It provides a temporary virtual machine with common cloud-development tools and a persistent home directory. In the cited video context, it is used to run commands for an AI agent and execute Kubernetes commands.
Jenkins is an open-source automation server for continuous integration and continuous delivery (CI/CD). It automates software builds, tests, and deployments through Pipeline definitions and a large plugin ecosystem, and supports distributed build agents across multiple operating systems.
LatticeDB is an embedded, single-file property-graph database written in Zig for local applications. It combines relationship traversal, HNSW vector similarity search, and BM25 full-text search in one query language and engine, allowing graph, semantic, and textual queries over the same dataset. It also provides durable named event streams and a graph changefeed through the same transaction and write-ahead-log path as graph writes. The database operates without a server or configuration and is designed for one owning process on one machine with WAL-backed durability. It is distributed through a CLI and bindings or packages for Python, TypeScript/Node.js, Java, and Go. Graph RAG, agent memory, and local knowledge tools are documented as example workloads rather than the engine's definition.
Bizee is a business-formation and compliance service for creating LLCs and other business entities. Its services include registered-agent management, filing-deadline support, EIN filings, operating agreements, and related business documents.
Rune is a GPU-rendered, keyboard-driven IDE for power users, developed by Unstable Build. It combines code editing, terminals, command-line tools, language intelligence, debugging, file and workspace management, and AI agents in a composable multi-workspace environment with a character-grid interface. Rune Agent is provided separately as an extension in the same repository rather than being part of the core editor. Rune is an application written in Go and built with standard Go tooling; its GPU renderer uses cgo and requires platform-specific graphics and development libraries. The application is licensed under the GNU General Public License version 3 or later, while the separate rune-go-sdk extension module is licensed under Apache-2.0.
page-mascot is a web component that adds an interactive character which tracks the cursor and displays a reaction when clicked. Each character uses two aligned 3×3 sprite sheets: one with nine head directions and one with nine expressions. The pointer angle selects a direction, with a dead zone near the cursor, while a click displays a reaction for half a second. Existing mascots can be supplied as image sheets, or the included coding-agent skill can generate nine directions and nine expressions for a custom character and place it on a page. It supports colour, ink, sketch, riso, paper, and pixel styles; tracking is disabled without a fine pointer, and click animation respects prefers-reduced-motion. The package is distributed through npm and licensed under the MIT License.
Sentry is an application performance monitoring and error-tracking platform for developers and software teams. It helps identify and debug problems in real-world applications, with agent-focused features that expose traces, request and token costs, timelines, chat transcripts, errors, and the full request pipeline. Its Sentry MCP lets large-language-model agents access Sentry data to investigate and debug production issues.
NetBird is an open-source, WireGuard-based overlay networking and Zero Trust Network Access platform for connecting remote users, cloud and on-premises resources, edge devices, containers, and agents through peer-to-peer encrypted tunnels. Its agents manage WireGuard connections, obtain peer candidates through ICE and STUN, exchange connection information through a signaling service, and use a relay when direct connections fail. A centralized management service maintains network state, peer addresses, access policies, and configuration updates, while the admin interface supports identity-based access control, network segmentation, SSO, MFA, device posture checks, private DNS, routes, exit nodes, SSH, reverse proxying, activity logging, and integrations such as Terraform and Ansible. NetBird can run as a hosted cloud service or be self-hosted; its repository includes the client, management, signal, and relay components, with most code licensed under BSD-3-Clause and the management, signal, and relay directories under AGPLv3.
Klaviyo is a marketing automation platform and B2C customer relationship management (CRM) service that provides email, SMS, and WhatsApp messaging along with customer data, segmentation, and analytics for ecommerce businesses. It is developed by Klaviyo, Inc. and includes AI-powered features (branded K:AI Agents) to support personalization and campaign automation.
Brave is a privacy-focused web browser for Windows, macOS, Linux, Android, and iOS, used in the videos for agent-based internet browsing and trend research. It is built on the open-source Chromium web core and blocks third-party ads, tracking software, fingerprinting, third-party data storage, and cookie-consent pop-ups by default; it also upgrades eligible pages to HTTPS. Brave includes Brave Search, and the company offers separate VPN, advertising, Search API, and enterprise installation services.
tldraw is an open-source SDK for building infinite-canvas applications in React, including whiteboards, diagramming tools, and workflow-mapping interfaces. Its canvas engine supports custom shapes, tools, bindings, UI components, drawing, geometric shapes, rich text, arrows, snapping, media, image export, and runtime control through an Editor API. The repository also documents self-hosted real-time collaboration through @tldraw/sync, browser-based rendering, and canvas primitives for AI integrations. It can be installed as an npm package and includes starter kits for applications such as workflow builders, agent canvases, and AI chat interfaces. The starter kits are MIT-licensed.
Redfin is a residential real estate brokerage and online marketplace operated by Redfin Corporation. It provides property listings and search, rental listings, mortgage services, and connects consumers with local Redfin real estate agents and brokerage services.
Ansible is an agentless IT automation platform for configuration management, application deployment, cloud provisioning, ad-hoc task execution, network automation, and multi-node orchestration. It describes infrastructure and tasks in a human- and machine-readable language, connects to remote systems through existing SSH services, and executes changes across machines in parallel without installing agents or opening additional ports. Ansible can be installed through pip or a package manager and supports operations such as application deployment, infrastructure updates, and zero-downtime rolling changes with load balancers.
Wasp (Web Application Specification) is an open-source, Rails-like full-stack framework for React, Node.js, and Prisma. Developers describe an application's high-level structure in a declarative `main.wasp.ts` specification and implement custom logic in React, Node.js, and Prisma files; the Wasp compiler then generates the frontend, backend, and deployment source. Built-in features include authentication, client-server RPC, background jobs, email sending, end-to-end type safety, and single-command deployment. Its high-level specification is designed to give AI coding agents clear application structure and guardrails, while generated applications can be deployed without provider lock-in.
Keycloak is an open-source identity and access management system for applications and services. It provides user federation, strong authentication, user management, fine-grained authorization, and support for identity protocols including OpenID Connect and SAML; in the described agent-security context, agents can be registered as OAuth2 clients. The project can be run from its distribution or Docker image and is licensed under the Apache License 2.0.
Envoy is a cloud-native, high-performance edge, middle, and service proxy hosted by the Cloud Native Computing Foundation (CNCF). In the cited AI-agent security setup, it validates inbound tokens before requests reach agent code.
Istio is an open-source service mesh for integrating microservices, managing traffic, enforcing policies, and collecting telemetry with few or no service-code changes. Its control plane, Istiod, provides service discovery, configuration, and certificate management, while Envoy proxies handle service traffic and provide routing, circuit breaking, policy enforcement, and telemetry. In Ambient mesh mode, the Rust-based Ztunnel data-plane proxy provides secure connectivity and observability without sidecar proxies; the videos describe this mode as providing encrypted, mutually authenticated networking between agents and tools.
An open-source monster-catching terminal game that runs alongside Claude Code sessions. Prompts submitted to Claude Code become in-game steps, allowing players to battle, catch, and level up creatures while an AI coding agent works.
Albato is an embedded integration platform (iPaaS) that enables SaaS products to add and white‑label native integrations and automated workflows. The service advertises support for 1,000+ integrations and features targeted support for integrations used by AI agents. It is operated from albato.com.
Higgsfield AI is an AI-native creative suite from Higgsfield that generates images, videos, and synthetic voice from text prompts or reference media, and provides editing and upscaling tools. It includes an AI agent to automate creative workflows and is accessible via web and mobile; it accepts text and media inputs and produces image, video and audio outputs.
Native SDK is an open-source toolkit for building native desktop applications. It uses declarative markup in `.native` files for views, plain TypeScript compiled to native code at build time or Zig for application logic, and an engine that renders directly into real operating-system windows without a browser, WebView, or JavaScript runtime in the application binary. The CLI can scaffold, run, check, and build applications, with live view updates during development and an optimized release-binary build. Its component catalog includes controls such as buttons, tabs, text fields, dialogs, charts, and virtual lists, while styling is organized around replaceable design tokens. The toolkit also includes an embedded automation server for agents.
Nimbus is an open-source documentation-site scaffolder by Cloudflare that builds Astro sites directly in a repository. It writes layouts, components, styles, routes, content collections, and theme tokens as editable source files, while its plumbing is provided through npm packages. The generated sites include agent-readable Markdown and MDX page twins, llms.txt and llms-full.txt files, JSON-LD, sitemaps, robots.txt, per-page Open Graph images, full-text search, theming, accessible navigation, and optional versioned documentation. Nimbus also provides a registry for adding editable components, utilities, and agent-handoff recipes to an existing project. Sites produce static output for deployment anywhere, with Cloudflare as a first-class target, and include prose, structure, MDX, and configuration validation. The project is built on Astro, Sätteri, Tailwind, and optionally React; its README describes it as work in progress and pre-1.0.
OpenCut is a free, open-source video editor for the web, desktop, and mobile, positioned as a local alternative to CapCut. It provides basic video-editing capabilities while keeping users' video files on their devices. The project is being rewritten around a Rust core intended to support browser, desktop, and mobile clients from one codebase. The planned architecture includes an Editor API, third-party plugins, an MCP server for AI agents, headless batch rendering, and an in-editor scripting tab. The existing classic version remains available through opencut.app while the rewrite is developed at new.opencut.app. OpenCut is licensed under the MIT License.
Santa is an open-source binary and file access authorization system for macOS, developed by North Pole Security. Its system extension monitors executions and file access, evaluates requests against a local database, and records events; a GUI agent notifies users about blocked operations, a background service synchronizes configuration with a remote server, and a command-line utility manages the system. In MONITOR mode, binaries are allowed unless blocked while launches are logged; in LOCKDOWN mode, only listed binaries may run. Rules can use code-signing attributes such as CDHash, certificate, TeamID, or SigningID, as well as regular-expression-based paths, with rules evaluated by specificity. Allowed binaries are cached, and userland components authenticate one another over XPC by checking matching signing certificates.
BlazeDiff is an open-source diff ecosystem for JavaScript applications and other runtimes. It provides pixel-perfect image comparison, Rust and SIMD-based native and WebAssembly diff engines, structured image-diff interpretation, object diffing, perceptual metrics including SSIM, MS-SSIM, Hitchhiker's SSIM, and GMSD, and a from-scratch Rust PNG codec. The ecosystem includes JavaScript, Rust, Python, and command-line packages, along with framework-agnostic and React UI components for visualizing differences. Its agentic visual-regression tool discovers routes, captures deterministic screenshots, and sends ambiguous diffs to a coding agent for a verdict.
A payment "skill" from UniwebPay that enables AI applications to generate payment links and begin accepting payments via prompt-driven commands. It is intended to reduce the onboarding, KYC, integration, and infrastructure work needed for monetizing AI agents by returning payment links/tokens and related payment responses. Documentation and the skill endpoint are presented at the UniwebPay skill site.
ToolJet is an open-source low-code platform for building and deploying internal tools, dashboards, business applications, workflows, and AI agents. Its visual builder uses drag-and-drop components and supports multi-page apps, collaborative editing, JavaScript and Python logic, a built-in no-code database, and connections to databases, APIs, cloud storage, SaaS applications, and other data sources. The community edition can be self-hosted with Docker, Kubernetes, or major cloud providers, while ToolJet AI adds natural-language app generation, AI-assisted query building and debugging, and an agent builder. The project also provides access control, encrypted data handling, plugin and connector extensibility through the ToolJet CLI, and hosted deployment through ToolJet Cloud.
OpenSEO is an open-source SEO tool developed as a self-hostable alternative to Semrush and Ahrefs. It provides workflows for keyword research, rank tracking, competitor insights, backlink analysis, site audits, and AI visibility, using a DataForSEO API key for the underlying SEO data. The project exposes an MCP server and reusable agent skills that let agents such as Claude Code, OpenClaw, and Hermes access SEO data and perform guided SEO tasks. It can be self-hosted with Docker for personal use or Cloudflare for internet-facing use across devices or teams; a hosted version is also available, with pricing described as pay-as-you-go for API usage and a subscription option.
Nitro API (Nitro Translate) is a human translation API for AI agents, provided from nitrotranslate.com. It connects AI agents to professional native‑speaker translators in 80+ languages and advertises an account‑free, no‑API‑key agentic payment flow via MPP.
CrawlSEO is an open-source, self-hosted SEO monitoring dashboard for founders. It combines Google Search Console analytics for keywords, pages, clicks, impressions, click-through rate, and position changes with 28-day comparisons; a concurrent site crawler that handles up to 2,000 pages, assigns a health score, identifies 16 issue types, scores content, and provides per-page audit and remediation data; Core Web Vitals monitoring through PageSpeed Insights; historical rank tracking; SEO opportunity detection; alerts; and CSV export. Optional keyword research and backlink analysis use DataForSEO with a bring-your-own-key setup, while Google Autocomplete provides a free fallback for keyword suggestions. The included Model Context Protocol server exposes 10 tools for Claude Code, Claude Desktop, and Cursor. Connected AI agents can query SEO data, run crawls, inspect crawl issues and performance, and find opportunities. The application is built with Next.js, TypeScript, PostgreSQL, Prisma, and NextAuth.js, and is distributed under the MIT license for local or Docker Compose deployment with Google OAuth and a database. It is described as free and open source, with self-hosting intended to keep site data under the operator's control.
Dockge is a self-hosted web manager for Docker Compose stacks. It manages compose.yaml files without taking ownership of them: users can create, edit, start, stop, restart, delete, and update stacks, while continuing to use the files with normal Docker Compose commands. Its interface includes an interactive Compose editor, a web terminal, and real-time pull, startup, shutdown, and terminal output. Multiple-agent support allows stacks on different Docker hosts to be managed from one interface, and a converter turns docker run commands into compose.yaml files. Dockge runs with Docker 20 or newer or Podman on supported Linux distributions, and the repository documents Docker-based installation with a default port of 5001.
Expense Budget Tracker is a self-hosted, open-source personal-finance application for budgeting, tracking transactions and balances, transferring funds between accounts, and reporting across currencies. It runs on PostgreSQL and provides a web interface for managing budgets, transactions, accounts, and workspaces. The project includes a hosted MCP server and an Agent API. Compatible MCP clients can inspect workspace schemas, run restricted read queries, and, with the required write scope, execute approved data changes. The HTTP SQL API uses API keys and a flat table structure so AI agents can query and analyze financial data or import transactions from screenshots, CSV files, and PDF bank statements. The repository provides a Docker-based quick start that runs PostgreSQL, migrations, the web application, and a worker. The project is fully open source and designed for deployment on the user's own servers.
getbased is an open-source, local-first personal health dashboard and self-hostable web application, with a hosted version at getbased.health. It combines laboratory results, DNA data, wearable and body metrics, light exposure, lifestyle context, therapy histories, and personal notes in a browser-based workspace. Lab reports can be imported from PDFs, images, and spreadsheets or entered manually; known markers are mapped for review, then tracked with charts and context-aware ranges. The application calculates supported ratios and indices through deterministic fallbacks, including biological age when the required inputs are available, and produces Biology Scores that summarize marker patterns rather than diagnose conditions. DNA support includes consumer and clinical raw-DNA formats, curated SNP interpretation, APOE haplotypes, and mitochondrial DNA haplogroups. The dashboard also supports selected wearable connections, local Apple Health file imports, manual measurements, light and environmental tracking, and structured therapy histories. It can run without an account and stores most data in the browser by default; AI analysis, encrypted synchronization, profile sharing, external Knowledge Bases, and Agent Access are opt-in. The project can be self-hosted or used through its hosted application.
Outreachr is a free, open-source, local-first fundraising CRM for founders. It provides a private desktop workspace backed by a founder-owned SQLite database rather than an Outreachr-hosted account or subscription, covering investor research, target ranking, introductions, outreach, meetings, diligence, and committed capital. The application searches bundled investor research, ranks targets against factors such as stage, sector, geography, and published check evidence, and shows the supporting records and sources behind each score. Founders can move firms through research, introductions, meetings, diligence, soft-circle, commitment, pass, and not-now stages; draft, review, approve, and send one-to-one initial messages through Gmail or Outlook; and reconcile selected relationship metadata from existing mailboxes. Its outreach controls include duplicate-send prevention, sending caps, domain cooldowns, suppression lists, and founder approval before messages reach a mail provider. Codex or Claude may propose drafts, research, tasks, and pipeline changes from explicitly permitted local context, but agents cannot send email or bypass approval.
USBridge Remote is a unified client for managing remote machines, combining software-based remote desktop control with integration for USBridge KVM hardware. Its client runs on Windows, macOS, Linux, Android, iOS, and the web, while an agent on the target machine handles screen capture, input injection, and Tailscale networking. The system provides live remote desktop, virtual device passthrough, snapshot management, shared clipboard transfers, encrypted peer-to-peer connections, and Moonlight-based low-latency streaming. It is distributed as beta software, is free without session or connection limits, and does not require an account on the target machine; the web client has feature and performance limitations compared with native applications.
Chatwoot is an open-source, self-hosted customer support platform and omnichannel support desk. It centralizes conversations from website live chat, email, Facebook, Instagram, Twitter, WhatsApp, Telegram, Line, SMS, and other channels in a shared inbox, with tools for assignment, automation, labels, canned responses, teams, internal notes, contact management, segmentation, and reporting. It includes a Help Center Portal for publishing help articles, FAQs, and guides, and Captain, its AI support agent, which automates responses and handles common queries. The platform also provides integrations including Slack, Dialogflow, Shopify, Google Translate, and Linear, and is distributed as an open-source, self-hostable alternative to Intercom, Zendesk, and Salesforce Service Cloud.
A feature of Anthropic's Claude platform that packages reusable instructions, scripts, and reference files into skills that Claude can apply to specific tasks. Skills can be used in Claude applications and through Anthropic's agent-development tools.
LibreDesk is an open-source, self-hosted omnichannel customer support desk distributed as a single binary. It combines live-chat and email conversations in one inbox, provides an embeddable website chat widget, and supports searchable multilingual help-center content. Its AI assistant answers live-chat questions using the knowledge base and hands conversations to a human when it cannot help; an agent copilot drafts replies, summarizes conversations, and retrieves knowledge-base answers. The system also provides event-based automations, capacity- or criteria-based assignment, SLA tracking, custom roles and permissions, CSAT surveys, analytics, macros, custom attributes, SSO through Google, Microsoft, or OIDC, HTTP/JSON APIs, webhooks, activity logs, and conversation search. It can be deployed through Railway or Docker, with PostgreSQL and Redis provisioned or configured for the deployment.