Key Takeaways
- 62 tools, four kinds: coding assistants and IDE plugins (20), agent frameworks and SDKs (27), autonomous agents (17) and workflow builders (7). A tool that does more than one job, such as Cline or Dify, appears in each kind it belongs to.
- The table is generated from each tool's record and checked against its official README or site; a dash means "not stated in the documentation", never "no".
- GitHub marks the Flowise, TaskWeaver and GPT-Engineer repositories as archived (read-only) at the time of writing, and Continue's own README says its repository is read-only; check their reviews before you build on them.
- Every tool name in the table links to its own PromptQuorum review, which is where installation steps and limits are covered.
📍 In One Sentence
Local coding and agent tools are four different kinds of product — coding assistants, agent frameworks, autonomous agents and workflow builders — so the 62 tools in the PromptQuorum directory are compared within each kind, using a table generated from the same tool data as each tool's own review.
💬 In Plain Terms
Some tools help you write code inside your editor, some are toolkits for building your own AI agents, some are agents that work on their own, and some let you wire up automations visually. Comparing an editor plugin with an agent toolkit on the same features makes no sense, so this guide compares like with like.
How We Compared
Each tool's facts — price, license, platforms, hardware needs and category-specific attributes — are stored once, in that tool's directory record. The comparison table below is generated from those records, and the tool's own review draws on the same record, so the two cannot state different values.
Category-specific attributes (for example MCP support or a VS Code extension) were taken from each project's official README or website and checked against the exact wording there. Where the documentation is silent, the table shows a dash rather than guessing; where a claim is qualified (roadmap only, a paid tier, an enterprise edition, or a separate package), the attribute is left out of the table and covered in the tool's review instead.
Only tools with their own PromptQuorum review are in the table. The comparison does not rank the tools, because the right one depends on your constraint.
Comparison Table
Choose a kind of tool below, then read across a row. Click a tool name to open its full PromptQuorum review.
| Tool | Price | License | Platforms | Runs | Hardware | Version | Works with local LLMs | Connects to Ollama | VS Code extension | JetBrains plugin | Agent mode (multi-step edits) | Inline code completion | MCP support | Review | product link · disclosed |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Aider | Free | Apache-2.0 | macOS, Windows, Linux | Hybrid | CPU is enough | — | Yes | — | — | — | — | — | — | Read review → | Aider |
| Blackbox AI (CLI) | Freemium | Apache-2.0 | macOS, Windows, Linux | Hybrid | CPU is enough | — | — | — | — | — | Yes | — | Yes | Read review → | Blackbox AI (CLI) |
| Bodega One Code | Free | Proprietary | macOS, Windows, Linux | Hybrid | — | — | Yes | Yes | — | — | Yes | — | — | Read review → | Bodega One Code |
| Cline | Free | Apache-2.0 | macOS, Windows, Linux | Hybrid | — | — | Yes | Yes | Yes | Yes | Yes | — | Yes | Read review → | Cline |
| CodeGPT | Freemium | MIT | macOS, Windows, Linux | Hybrid | — | — | Yes | Yes | Yes | Yes | Yes | — | Yes | Read review → | CodeGPT |
| Continue.dev | Free | Apache-2.0 | macOS, Windows, Linux | Hybrid | — | — | — | — | Yes | Yes | — | — | — | Read review → | Continue.dev |
| Cursor (local mode) | Freemium | Proprietary | macOS, Windows, Linux | Hybrid | — | — | — | — | — | — | Yes | — | Yes | Read review → | Cursor (local mode) |
| GitHub Copilot CLI | Freemium | Proprietary | macOS, Windows, Linux | Hybrid | — | — | Yes | Yes | — | — | — | — | — | Read review → | GitHub Copilot CLI |
| GPT Engineer | Free | MIT | macOS, Windows, Linux | Hybrid | — | v0.3.1 | Yes | — | — | — | — | — | — | Read review → | GPT Engineer |
| Kilo Code | Freemium | MIT | macOS, Windows, Linux | Hybrid | — | — | Yes | — | Yes | Yes | Yes | Yes | Yes | Read review → | Kilo Code |
| little-coder | Free | Apache-2.0 | macOS, Windows, Linux | Hybrid | Varies by model | v1.20.0 | Yes | Yes | — | — | Yes | — | — | Read review → | little-coder |
| OpenCode | Freemium | MIT | macOS, Windows, Linux | Hybrid | — | — | Yes | — | — | — | Yes | — | — | Read review → | OpenCode |
| OpenHands | Free | MIT | macOS, Windows, Linux | Hybrid | CPU is enough | v1.20.0 | — | — | — | — | — | — | — | Read review → | OpenHands |
| PearAI | Free | Apache-2.0 | macOS, Windows, Linux | Hybrid | — | — | — | — | — | — | — | — | — | Read review → | PearAI |
| ShellGPT | Free | MIT | macOS, Windows, Linux | Hybrid | — | — | — | Yes | — | — | — | — | — | Read review → | ShellGPT |
| Sourcegraph Cody | Freemium | Apache-2.0 | macOS, Windows, Linux | Hybrid | — | — | — | — | — | — | — | — | — | Read review → | Sourcegraph Cody |
| Tabby | Free | Apache-2.0 | macOS, Windows, Linux | Local | 8 GB VRAM | — | Yes | — | Yes | Yes | — | Yes | — | Read review → | Tabby |
| Twinny | Free | MIT | macOS, Windows, Linux | Local | — | — | Yes | Yes | Yes | — | — | Yes | — | Read review → | Twinny |
| Windsurf | Freemium | Proprietary | macOS, Windows, Linux | Hybrid | — | — | — | — | — | Yes | Yes | Yes | Yes | Read review → | Windsurf |
| Zed | Freemium | GPL-3.0 (editor) / AGPL-3.0 (server) / Apache-2.0 (GPUI) … | macOS, Windows, Linux | Hybrid | — | — | — | — | — | — | Yes | Yes | Yes | Read review → | Zed |
"—" means the project's own documentation does not state it, not that the feature is missing. Values come from each project's official README or site and are re-checked when a tool's review is updated.
Coding Assistants: What Differs
- Local LLMs. Aider, Bodega One Code, Cline, CodeGPT, GitHub Copilot CLI, GPT Engineer, Kilo Code, little-coder, OpenCode, Tabby and Twinny document working with local LLMs.
- Ollama. Bodega One Code, Cline, CodeGPT, GitHub Copilot CLI, little-coder, ShellGPT and Twinny document connecting to Ollama.
- VS Code. Cline, CodeGPT, Continue.dev, Kilo Code, Tabby and Twinny document a VS Code extension.
- JetBrains. Cline, CodeGPT, Continue.dev, Kilo Code, Tabby and Windsurf document a JetBrains plugin.
- Agent mode. Blackbox AI (CLI), Bodega One Code, Cline, CodeGPT, Cursor (local mode), Kilo Code, little-coder, OpenCode, Windsurf and Zed document an agent mode for multi-step edits.
- Inline completion. Kilo Code, Tabby, Twinny, Windsurf and Zed document inline code completion.
- MCP. Blackbox AI (CLI), Cline, CodeGPT, Cursor (local mode), Kilo Code, Windsurf and Zed document MCP support.
- Price. Of the 20 coding assistants, 11 are free, 9 freemium and 0 paid. Check each review for what a paid tier adds.
Agent Frameworks and SDKs: What Differs
- Local LLMs. AMD GAIA, Atomic Agent, Atomic Chat, Cline, CrewAI, Dify, Locally Uncensored, OpenClaw, RAPR AI, Semantic Kernel, TaskWeaver, TranslateBooksWithLLMs and web-search-mcp document working with local LLMs.
- Ollama. Cline, CrewAI, goose, Locally Uncensored, Pydantic AI, RAPR AI, Semantic Kernel and TranslateBooksWithLLMs document connecting to Ollama.
- Multi-agent workflows. AutoGen, CAMEL, Cline, CrewAI, goose, IntentKit, MetaGPT, Pydantic AI, RAPR AI, Semantic Kernel and TaskWeaver document multi-agent orchestration.
- Persistent memory. AMD GAIA, Atomic Agent, Atomic Chat, CAMEL, CrewAI, LangGraph, Letta (formerly MemGPT), Locally Uncensored, RAPR AI and Semantic Kernel document persistent memory.
- MCP. AMD GAIA, Atomic Agent, AutoGen, Cline, CrewAI, Dify, goose, Locally Uncensored, Mission Control, Open Interpreter, Pydantic AI, RAPR AI, Semantic Kernel and web-search-mcp document MCP support.
- Tool calling. AMD GAIA, Atomic Agent, AutoGen, CAMEL, Cline, CrewAI, Dify, DreamServer, Pydantic AI, Semantic Kernel and TaskWeaver document tool or function calling.
Autonomous Agents: What Differs
- Local LLMs. GPT Engineer, Hermes Agent, Leon AI, little-coder, Local Deep Research, Msty Go, nanobot, Open Felix and PhoneClaw document working with local LLMs.
- Ollama. little-coder, Local Deep Research, nanobot and PhoneClaw document connecting to Ollama.
- Runs code. Agent Zero, GPT Engineer, Hermes Agent, little-coder, Open Felix and Open Interpreter document executing code.
- Browses the web. Agent Zero, Hermes Agent, Leon AI and little-coder document browsing the web.
- Persistent memory. Agent Zero, Hermes Agent, Leon AI, Msty Go and nanobot document persistent memory.
- Sandboxed execution. Agent Zero, Hermes Agent, Msty Go and Open Interpreter document sandboxed or isolated execution.
Workflow Builders: What Differs
- Visual builder. ComfyUI, Dify, Flowise, Langflow, n8n and Self-hosted AI Starter Kit document a visual or drag-and-drop editor.
- Local LLMs. Dify, n8n and Self-hosted AI Starter Kit document working with local LLMs.
- Ollama. Self-hosted AI Starter Kit documents connecting to Ollama.
- Docker and self-hosting. Baserow, Dify, Flowise, Langflow, n8n and Self-hosted AI Starter Kit document Docker or self-hosted deployment.
- API. Baserow, ComfyUI, Dify, Flowise and Langflow document an HTTP or REST API.
- MCP. Dify, Langflow and n8n document MCP support.
What This Comparison Cannot Tell You
- It compares documented capabilities, not quality. It says nothing about how good the generated code is, how reliable an agent is, or how fast a model runs on your hardware — PromptQuorum has not measured these for the listed tools.
- Dashes are gaps in the documentation we checked, not negative findings. Some tools may support a feature their README does not mention.
- Project status matters: GitHub marks the Flowise, TaskWeaver and GPT-Engineer repositories as archived (read-only) at the time of writing, and Continue's own README says its repository is read-only, which means no further development there. Check each tool's review before choosing it for a new project.
- Tools change quickly. Each tool's review states the version it was checked against, and this guide is refreshed when a review is.
Frequently Asked Questions
What is the difference between a coding assistant, an agent framework and an autonomous agent?
A coding assistant works inside your editor or terminal to help you write code. An agent framework or SDK is a developer toolkit for building your own AI agents. An autonomous agent is a ready-made agent that works on tasks on its own. A workflow builder connects steps and services, often visually. They do different jobs, so they are compared separately.
What does a dash in the comparison table mean?
It means the project's own documentation does not state that attribute. It does not mean the feature is missing; check the tool's review or its repository.
Why does a tool appear in more than one table?
Some tools do more than one job — for example a coding assistant that is also an agent framework — so they are listed under each kind they belong to, with the attributes that apply to that kind.
Do any of these tools have an affiliate link?
No. PromptQuorum has no affiliate relationship with any tool in this comparison at the time of writing, and no link here earns a commission.
How often is this comparison updated?
It is refreshed twice a year and whenever one of the listed tools' reviews is updated, because the table is generated from the same data as those reviews.
Sources
- Each tool's official README or website, listed in that tool's PromptQuorum review (linked from the comparison table).
- PromptQuorum local AI app directory — the record each row of the table is generated from.
- GitHub repository status (archived or active) for each listed project, checked when this guide was written.