TASK Develop software
Investigate and fix a bug in your code
You have a reproducible bug and want a focused change. A coding agent can investigate the code, prepare a small diff and run tests.
Agents to start with
CursorFor working in an AI editor with configurable approvals for terminal commands.
Claude CodeFor working in the terminal or in your existing development environment.
- GitHub Copilot Cloud Agent
For work assigned from a GitHub issue and returned as a pull request for review.
Examples for this task
Sample task to adapt
Fix a bug in the code.
Read the project rules. Investigate [error], propose a small change, and run the relevant checks. Show me the diff and any remaining uncertainties.
Documented use cases
- Document existing software First-hand report
- Build a custom photo manager First-hand report
How to approach it
Understand an existing project and implement a clearly limited change.
- Provide project rules and acceptance criteria
- Create the change in a dedicated workspace
- Check tests, diff, and visible behavior
What to check
In addition to tests and the build, check the actual user flow.
Compare the working environment, model choice, approvals and billing.
All candidates in the catalogue
- 52agents in the catalogue
- 35self-hostable
- 35can start without a base fee
- 4documented as available in Europe
General-purpose agents 10

Hermes Agent
Self-hosted agent
Model-agnostic agent system with custom bots, Kanban, skills, hooks, and memory. Available through desktop, CLI, and messaging gateways.
Self-hostableSelf-hostable without licence feeWith requirements

Gemini agent
Announced universal cloud agent
Universal work agent announced on October 8, 2026 for research, content and code. Google describes shared enterprise context, tools and persistent cloud execution.
Availability still unclear

goose
Local general-purpose open-source agent
Local open-source agent for coding, research, writing and automation. Desktop, CLI and API connect a choice of models with MCP tools.
Self-hostableSelf-hostable without licence feeWith requirements

Letta Code
General-purpose agent with persistent state
Agent runtime with persistent memory for coding and general tasks. Agents can be reused through CLI, desktop, browser and messaging channels.
Self-hostableFree to startWith requirements

Abacus AI Agent
General-purpose platform agent
General-purpose agent for research, applications, documents and presentations. The Abacus platform connects models, tools and enterprise services.
Availability still unclear
Agent Zero
Self-hosted work agent
Open work agent with a Linux environment for browsers, files, code and documents.
Self-hostableSelf-hostable without licence feeWith requirements

Mistral Vibe
Assistant and agent for work and code
Mistral’s assistant and agent for work and code (formerly Le Chat) on the web, in the app, in the terminal and in the editor.
Free to startWith requirements

Kimi
Chat assistant with agent mode and coding agent suite
Kimi from Moonshot AI with the OK Computer agent mode for research and documents, plus Kimi Code as a coding agent for terminal, VS Code and desktop.
Availability still unclear

MiniMax Code
General desktop agent with coding and work modes
MiniMax desktop app for programming and office work, formerly offered at the MiniMax Agent address; with a local workspace, computer use, agent teams and schedules.
Self-hostableAvailability still unclear

Opera Neon
Agentic browser
Agentic browser from Opera for Windows and macOS: the browser is free, its own AI agents such as Neon Do and Deep Research require a subscription.
Free to startWith requirements
Coding agents 31

Cursor
AI development environment
Coding agent for understanding code, planning changes, developing, and testing.
Self-hostableFree to startPartly restricted
GitHub Copilot Cloud Agent
Coding agents and development assistants
Cloud agent for GitHub repositories: examines code, makes changes, and prepares pull requests. IDE mode and the Copilot app are related access methods.
With requirements

Replit Agent
AI development platform with an agent
Create software from natural-language tasks in an integrated development environment.
Free to startAvailable

Codex
Coding agent
OpenAI's agent for software work: understand, change, and test code. Available in the desktop app, terminal (CLI), editor, and cloud.
Self-hostableFree to startWith requirements

Claude Code
Coding agent
Coding agent for understanding code, fixing errors, testing, and making changes through terminal, editor, or web.
Self-hostableAvailable

Devin
Cloud and local coding agent
Software agent for scoped development tasks that writes, runs, and tests code. Cloud sessions can be assigned through the web, integrations, or the local CLI.
Free to startAvailability still unclear

Gemini CLI
Local terminal agent
Google's terminal-based coding agent for organisations with a Gemini Code Assist licence. Google has stopped selling new licences since 09.10.2026; for free accounts and Google AI Pro or Ultra, Antigravity CLI replaced it on 18.06.2026.
Self-hostableWith requirements

Kiro
Coding agent across multiple interfaces
Coding agent with a shared agent core for IDE, CLI, web, and mobile. Specs, Steering, hooks, skills, and MCP structure development work.
Self-hostableFree to startWith requirements
Google Antigravity
Agent platform with desktop, CLI, and IDE
An agent platform for development work: Antigravity 2.0 organizes tasks in a standalone desktop app. The CLI and IDE provide additional interfaces to the shared agent core.
Self-hostableFree to startAvailable
Qoder
Desktop coding agent and IDE with Quest
A coding agent with a standalone desktop app for delegated tasks. Qoder IDE adds direct editor work and the Quest window for longer tasks.
Self-hostableFree to startPartly restricted

Cline
Coding agent with desktop, CLI and extensions
Coding agent for desktop, terminal and editor. It reads and edits project files, runs commands and uses a browser.
Self-hostableSelf-hostable without licence feeWith requirements
Kilo Code
Coding agent with extensions, CLI and desktop beta
Coding agent for editor and terminal with a desktop app in beta. Projects, models, agent roles and tool permissions can be configured explicitly.
Self-hostableSelf-hostable without licence feeWith requirements
OpenCode
Open-source coding agent
Open-source coding agent with terminal, desktop and web interfaces. V2 adds Code Mode, background tasks and a shared local service.
Self-hostableSelf-hostable without licence feeWith requirements
JetBrains Junie
IDE and terminal coding agent
Coding agent in JetBrains AI Chat and the terminal. It plans changes, edits code and uses development tools for tests and reviews.
Self-hostableSelf-hostable without licence feeAvailable
OpenHands
Coding agent platform with SDK and Agent Canvas
Platform for coding agents with Agent Canvas, Software Agent SDK and cloud access. Agents edit code, use tools and run configurable automations.
Self-hostableSelf-hostable without licence feeWith requirements
Augment Cosmos
Coding agent platform with Experts and automations
Coding agent platform for specialized tasks and automations. Cosmos combines Experts, repositories and tools in local or managed environments.
Availability still unclear

Warp / Oz
Coding agent with cloud orchestration
Coding agent for local development and delegated cloud tasks. Warp combines a terminal, code editing and inspectable agent runs.
Self-hostableFree to startAvailability still unclear
Aider
Interactive coding assistant
Terminal tool for AI pair programming: edit code, inspect Git diffs and address test failures.
Self-hostableSelf-hostable without licence feeWith requirements

Muse Code
Coding agent
Terminal coding agent with coordinated subagents and Meta’s Muse models.
With requirements

Qwen Code
Coding agent
Open coding agent with terminal, editor integration and a choice of model providers.
Self-hostableWith requirements

Continue
Coding agent
Coding agent for the editor and terminal with configurable models and tools.
Self-hostableWith requirements
Pi
Terminal coding agent
Minimal terminal coding agent that you adapt to how you work with extensions, skills and your own models.
Self-hostableAvailability still unclear

Crush
Terminal coding agent
Terminal coding agent from Charm with many model providers, LSP and MCP integration, and a permission prompt before tool calls.
Self-hostableFree to startAvailability still unclear

Lovable
AI agent platform for building web apps
AI platform that builds and publishes web apps with frontend, backend and database from a description.
Free to startWith requirements

v0
AI agent for web apps and interfaces
AI agent from Vercel that turns descriptions or mockups into code and full-stack apps and deploys them on Vercel.
Free to startAvailability still unclear

Bolt
AI agent for building websites and apps
AI builder that creates websites, apps and prototypes by chat, with a database and built-in hosting.
Free to startWith requirements

Factory
Platform with coding agents (Droids)
Development platform with Droids, agents that work on software tasks in the terminal, apps, Slack, Jira and CI.
With requirements

Amp
Coding agent with cloud environments
Coding agent and development environment that works with several models in the terminal, in apps and on cloud machines (orbs).
Free to startAvailability still unclear
CodeWhale
Open-source terminal coding agent
Open-source coding agent for the terminal, formerly DeepSeek-TUI, that works with many model providers and local models.
Self-hostableFree to startWith requirements

DeepSeek Harness
Open-source agent harness in preview
Open-source agent harness from DeepSeek with a plugin architecture, web interface and desktop app, currently a developer preview.
Self-hostableFree to startWith requirements

Grok Build
Terminal coding agent with open source code
Terminal coding agent from SpaceXAI / xAI: it reads the codebase, edits files, runs commands and works interactively, headless or through ACP.
Self-hostableAvailability still unclear
Agent builders 3

Claude Managed Agents
Agent platform
Beta platform for custom long-running agents with managed execution and persistent sessions.
With requirements

DeutschlandGPT
AI work platform with agent mode, desktop agents and workflows
German AI platform with chat, agent mode, Cowork and Code on the desktop as well as workflows, hosted according to the provider in the Open Telekom Cloud.
Free to startWith requirements

Langdock
AI platform for companies with agents and workflows
Commercial AI platform from Berlin with chat, agents, workflows and integrations for company-wide use.
Self-hostableWith requirements
Agent orchestration 4
Paperclip
Agent team orchestration platform
Platform for orchestrating agent teams. Tasks, roles, goals, routines and budgets structure the work of connected agents.
Self-hostableSelf-hostable without licence feeWith requirements

Docker Agent
Agent orchestration
Define agent teams in YAML and run them with tools on your own infrastructure.
Self-hostableWith requirements

Kiro Crew
Persistent bot workspace
Persistent bots for development work: with individual memory, schedules and coordinated worker sessions on your computer or server.
Self-hostableFree to startWith requirements
Timon
Agent workspace with orchestration
Local workspace for agent teams: coordinates existing coding agents, tasks, reviews and routines through a shared background service.
Self-hostableFree to startWith requirements
Agent workspaces 4
Buzz by Block
Platform for people and agents
Shared workspace for people and AI agents with channels, search, workflows, and Git integration. Can be run on your own server.
Self-hostableSelf-hostable without licence feeWith requirements

T3 Code
Workspace for existing coding agents
Workspace for controlling existing coding agents on your machine. Desktop, web and mobile connect to configured agents and their credentials.
Self-hostableSelf-hostable without licence feeWith requirements

OpenBot
Agent workspace with a desktop app and optional server operation.
OpenBot combines persistent AI agents, shared chats, files and automations in one workspace. Models and execution environments can be selected for the task.
Self-hostableFree to startWith requirements

Orca
Open-source agent development environment
Workspace for parallel coding agents with separate Git worktrees, diff review, and local or self-managed runtimes.
Self-hostableFree to startWith requirements
The full list is grouped by tool category. Classification is based on provider sources. Hands-on tests are still pending.