Start with the job, then find an open-source answer

ConvertX runs as a self-hosted web application where users upload files, process several at once, and download converted results. Its container combines specialist converters for documents, images, e-books, audio, video, and structured data, covering more than a thousand format paths, with accounts, password protection, and scheduled cleanup. After deployment, the first administrator account should be created immediately, and an unconfigured instance should not be exposed publicly; non-local access expects HTTPS by default.

Apply a focused set of skills to context degradation, compression, memory design, tool interfaces, multi-agent coordination, and long-horizon task execution. The repository also covers operational concerns such as evaluation, LLM-as-a-judge methods, harness safeguards, and self-improvement loops. Complete examples show how several skills can be combined into larger agent systems across different hosts.

OmniRoute exposes one gateway for connecting coding agents such as Claude Code, Codex, Cursor, and Cline to many model providers. It can route by priority, cost, or availability, fall back when a provider fails, and add prompt compression plus MCP and A2A interfaces. It runs locally or on a remote host, but individual providers may still require their own accounts or credentials.

Oh My Pi is a terminal coding agent that works across many model providers and uses optimized reading, search, and hash-anchored editing tools. It brings LSP operations, real debugger sessions, browser access, persistent Python and Bun execution, and isolated subagents into one interface. It suits developers who want complex coding, review, and automation workflows without leaving the command line.

Gas Town manages a workspace where multiple coding agents can work across projects without losing their state when sessions restart. Git-backed hooks, persistent identities, mailboxes, handoffs, and a Beads ledger keep work traceable, while project containers and worker roles organize parallel tasks.

OpenWork is a desktop interface for running agent workflows on your own files, either through a local OpenCode host or a remote server. It supports many model providers with your own keys, plus installable skills, plugins, MCP servers, reusable templates, execution timelines, and explicit permission requests. macOS and Linux builds are directly available, while Windows access is currently offered through the project's paid support plan.

AB Download Manager organizes file transfers with download acceleration, queues, schedules, themes, and browser integration. It is useful for users who regularly manage batches of files or need downloads to run at specific times. Builds are listed for Android, Windows, Linux, and macOS through the project site, GitHub Releases, and platform package managers.

La Suite Docs is a collaborative editor for teams, public organizations, and open communities. It supports real-time presence, comments, granular access control, structured subpages, search, and document import or export. Organizations can use a public instance or self-host it through Docker Compose, Kubernetes, and community methods. Some advanced features, including PDF export, depend on GPL-licensed BlockNote XL packages and are omitted from the MIT-only build.

Browse repositories that publish installable assets for Android, Windows, macOS, or Linux, filter them by platform and release activity, and choose either the latest or an older release. On Android, Komi Store can link existing apps, track updates, and optionally install them silently through Shizuku, Sui, or Dhizuku. It does not verify the safety of third-party downloads.

Maxun is a self-hostable no-code platform for extracting, scraping, crawling, and searching the web. Users can record browser actions as reusable robots or describe desired fields in natural language for LLM-assisted extraction, then schedule runs and expose results through structured APIs, Markdown, screenshots, or spreadsheet integrations. It can be installed locally with or without Docker, and a separate SDK supports programmatic robot management.

ChatALL sends one prompt to multiple AI services concurrently, displays their responses together, and lets users continue with any provider independently. It is useful for comparing models, testing prompts, or selecting the strongest answer without opening many separate apps. Chat history and login data stay on the computer, although anonymous usage metrics that exclude message content are collected.

Flet lets Python developers create iOS, Android, Windows, Linux, macOS, and web applications from one codebase without first learning Dart, Swift, Kotlin, HTML, or JavaScript. Flutter renders the interface with a large set of Material and Cupertino controls. Web apps can run client-side through WebAssembly and Pyodide or as server-driven Python applications with real-time updates, and built-in tooling packages projects for each target platform.

GitDiagram converts a public or private GitHub repository into a system-level architecture graph rather than a plain folder tree. Components link back to real files or directories, and users can export Mermaid source or a PNG image; replacing “hub” with “diagram” in a GitHub URL opens the hosted workflow directly. Private repositories require a fine-grained GitHub token supplied in the browser. Self-hosting additionally needs object storage, Redis coordination, and an AI provider.

lark-cli is the official Lark and Feishu command-line tool for both people and AI agents. It covers messaging, documents, Drive, Base, Sheets, Slides, calendars, tasks, mail, meetings, wiki content, and other business domains, with companion agent skills. Three command layers provide friendly shortcuts, curated API commands, and raw platform access, alongside structured output, pagination, schema inspection, and dry-run previews. OAuth authorization is required, and agents act within the permissions granted to the selected user or bot identity.

Reactotron is a desktop debugger for React and React Native applications on macOS, Linux, and Windows. It can display application state, API requests and responses, logs, global errors, and quick performance benchmarks, while also subscribing to or replacing selected state. The integration is added as a development dependency and is not included in production builds.

FreshRSS brings RSS, Atom, and selected feedless websites into a self-hosted reader with per-user organization and custom tags. It can receive WebSub updates, expose APIs to mobile and desktop clients, and scrape basic website content; hosting requires a web server, PHP 8.1 or later, and a supported database.

Plandex is a terminal coding agent designed for large projects and real development tasks. It loads only the context needed for each step, generates and reviews changes across many files, and can debug builds, tests, deployments, or scripts. Users can choose between full autonomy and fine-grained control or combine models from different providers; Windows is supported only through WSL.

SurfSense gives competitive-intelligence agents live connectors for social platforms, search, maps, and the open web through REST APIs or MCP. Scheduled and event-triggered agents can combine sources into cited briefs and alerts, then keep findings in a searchable knowledge base. The platform, including connectors, automations, and the MCP server, can be self-hosted with Docker, but the project states that it is still under active development and not yet production-ready.