Tools

Find tools for your task. Compare apps, models, providers and runtimes.

180tools

Dockge

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Development & infrastructureSelf-hosted
FreeOpen source

What you can do

  • Manage Docker Compose stack files through a self-hosted web interface.

Before choosing

  • You operate the self-hosted service; its console is disabled by default in 1.5.0.

Docker

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Development & infrastructureDesktop · Self-hosted
Free tier

What you can do

  • Build, run, and share OCI container workloads from the command line.

Before choosing

  • Docker products have separate terms, and daemon or socket access is privileged.

Directus

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Development & infrastructureCloud · Self-hosted
Free tier

What you can do

  • Expose an existing SQL database through REST, GraphQL, SDKs, and a no-code admin.

Before choosing

  • Advanced enterprise features require a paid license obtained through sales.
dify logo

Dify

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Web servicesLocal & self-hosted appsCloud · Self-hosted
FreeOpen source

What you can do

  • Build document Q&A, chatbots, and agent pipelines through a visual interface.

Before choosing

  • The course instance is paused; personal self-hosting requires Docker.

DeepSeek V4

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AI modelsSelf-hosted
Commercial

What you can do

  • Process long text prompts with a 1M-token context and thinking mode.

Before choosing

  • It is text-only, and the open-weight releases require cluster-scale self-hosting.

Deepgram (Nova-3)

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Model providersCloud
BYOK

What you can do

  • Transcribe recordings in batches or caption live microphone streams.

Before choosing

  • It is a developer API, not a simple website for uploading files and receiving text.

D-ID

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Web servicesCloud
Commercial

What you can do

  • Animate portraits from scripts or audio for talking-head videos.

Before choosing

  • Agent usage-based pricing scales with conversation volume.
cursor logo

Cursor

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Local & self-hosted appsCloud
Free tier

What you can do

  • Complete code, ask questions about a repository, and apply agent-assisted edits.

Before choosing

  • Processing and plan limits vary; check privacy settings before exposing non-public code or data.
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CrewAI

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Development & infrastructureSelf-hosted
Free tier

What you can do

  • Define collaborating agents, tools, and tasks in Python.

Before choosing

  • It is code-first: Python and configuration files replace a drag-and-drop builder.
claude, claude-agent-sdk, claude-api, claude-code, claude-cowork, claude-desktop, claude-opus, cowork logo

Claude Cowork

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Local & self-hosted appsCloud
Commercial

What you can do

  • Turn authorised files and folders into reports, spreadsheets, or organised deliverables.

Before choosing

  • It is paid and desktop-only, and acts on real files; keep access narrowly scoped.
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GitHub Copilot

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Web servicesCloud
Free tier

What you can do

  • Get code suggestions, explanations, and task assistance in supported editors.

Before choosing

  • Suggestions may be incorrect or insecure; review, test, and check current account terms.

ComfyUI

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Local & self-hosted appsSelf-hosted
FreeOpen source

What you can do

  • Build node-based workflows for image, video, and audio generation.

Before choosing

  • Custom nodes execute code and change independently; review and pin them before use.
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Codex

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Local & self-hosted appsCloud
Commercial

What you can do

  • Refactor repositories, add features, and debug notebooks through terminal coding workflows.

Before choosing

  • It requires a paid plan or API credits and supports OpenAI models only.

Claude Sonnet 5

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AI modelsCloud
Commercial

What you can do

  • Handle everyday coding, writing, and agentic tasks with a 1M-token context.

Before choosing

  • It is a closed cloud model and sits below Opus in the model range.
claude, claude-agent-sdk, claude-api, claude-code, claude-cowork, claude-desktop, claude-opus, cowork logo

Claude Opus 4.8

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AI modelsCloud
Commercial

What you can do

  • Use a large-context model for demanding coding, analysis, writing, and agentic tasks.

Before choosing

  • It is a closed cloud model, so self-hosting is unavailable and usage is paid.

Claude Haiku 4.5

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AI modelsCloud
Commercial

What you can do

  • Classify, extract, route, and draft short outputs at high request volume.

Before choosing

  • Use a stronger model for difficult reasoning; Haiku is closed and cloud-only.
claude, claude-agent-sdk, claude-api, claude-code, claude-cowork, claude-desktop, claude-opus, cowork logo

Claude Desktop

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Local & self-hosted appsCloud
Free tier

What you can do

  • Read local files, work with PDFs, and connect desktop extensions from one application.

Before choosing

  • The free tier has daily limits, and live web access is not enabled by default.
claude, claude-agent-sdk, claude-api, claude-code, claude-cowork, claude-desktop, claude-opus, cowork logo

Claude Code Plugins

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Development & infrastructureCloud
Commercial

What you can do

  • Share reusable skills, MCP connectors, and role-specific workflows across a team.

Before choosing

  • It requires a Claude Code subscription, and its evolving plugin APIs may have rough edges.
claude, claude-agent-sdk, claude-api, claude-code, claude-cowork, claude-desktop, claude-opus, cowork logo

Claude Code

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Local & self-hosted appsCloud
Commercial

What you can do

  • Inspect repositories, edit files, run approved commands, and execute tests from coding workflows.

Before choosing

  • It can change files and run commands; use a bounded repository and review diffs.
claude, claude-agent-sdk, claude-api, claude-code, claude-cowork, claude-desktop, claude-opus, cowork logo

Claude API

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Model providersCloud
BYOK

What you can do

  • Call Claude models from Python, TypeScript, or REST applications.

Before choosing

  • You must build application logic, memory, and any agent loop around the API.
claude, claude-agent-sdk, claude-api, claude-code, claude-cowork, claude-desktop, claude-opus, cowork logo

Claude Agent SDK

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Development & infrastructureCloud
BYOK

What you can do

  • Build custom agents in Python or TypeScript with tools and context management.

Before choosing

  • It is a developer library; you write the agent and pay Claude API usage costs.
claude, claude-agent-sdk, claude-api, claude-code, claude-cowork, claude-desktop, claude-opus, cowork logo

Claude

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Web servicesCloud
Free tier

What you can do

  • Draft documents, inspect uploaded files, search with sources, and run small code artifacts.

Before choosing

  • The web app has limited integrations and is less suited to long autonomous jobs.
OpenAI publisher mark for ChatGPT

ChatGPT

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Web servicesCloud
Free tier

What you can do

  • Analyze uploaded files with Python, draft text, explain concepts, and search with citations.

Before choosing

  • Consumer chats train by default; review Data Controls and keep confidential work to suitable tiers.
Chatbot UI logo

Chatbot UI

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Local & self-hosted appsSelf-hosted
Free

What you can do

  • Provide a simple web chat interface for language models you configure.

Before choosing

  • You must operate Supabase or another supported backend for storage and authentication.