Dsh Our Free Model alternatives (2026)
Dsh Our Free Model is a frameworks tool: dsh ， 、 API Key， DeepSeek V4.1 Flash、Kimi K3 —— ， 。 All you do is install this plugin in dsh: no login, no sign-up, no API key — the frontier models are just there, DeepSeek V4.1 Flash and Kimi K3. Pricing, as the maker states it: Open source. Its GitHub repo has 48,779 stars. We found 151 tools in the directory that do overlapping work (building AI agents); 145 of them are open source and 2 list a free or freemium plan. Below are the 10 closest, ranked by how many tasks and sub-tasks they share with Dsh Our Free Model, then by GitHub stars.
Updated
Quick answer: the top picks on this list, ranked by GitHub stars and listing maturity, are Orkes, ECC and DeepSeek Harness, out of 12 tools listed below. At a glance: 11 open-source, 11 free or freemium and 11 local or self-hosted across 12 link-checked tools (last verified ).
Verified on : every tool link on this page was checked by our daily link check. No paid placements.
Ranked comparison (top 10)
| # | Tool | Pricing | Best for | Open source | Runs locally | GitHub stars |
|---|---|---|---|---|---|---|
| 1 |  Orkes | Open source + cloud | build an agent, automate workflows | Yes | Self-hosted | 32,391 |
| 2 |  ECC | Open source + cloud | write code, build an agent | Yes | Self-hosted | 291,617 |
| 3 |  DeepSeek Harness | Open source | build an agent | Yes | Self-hosted | 263,334 |
| 4 |  Hermes Agent (Nous Research) | Open source | build an agent, research the web | Yes | Self-hosted | 257,588 |
| 5 |  AutoGPT | Source-available + cloud | build an agent, automate workflows | No | 187,785 | |
| 6 |  Worldmonitor | Open source + cloud | build an agent, monitor & evaluate agents | Yes | Self-hosted | 89,717 |
| 7 |  Ruflo | Open source | build multi-agent systems, build an agent | Yes | Self-hosted | 79,669 |
| 8 |  MetaGPT | Open source | build an agent | Yes | Self-hosted | 71,035 |
| 9 |  Diagram Design | Open source + cloud | build an agent, make diagrams | Yes | Self-hosted | 62,392 |
| 10 |  AutoGen | Open source | build multi-agent systems, build an agent | Yes | Self-hosted | 61,585 |
Looking for the open-source microservice workflow engine? See Orkes Conductor →.
" if x["slug"]=="conductor" else "") + f"- ECC (Open source + cloud): The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond Consider it because it also covers memory and research and reports; it has more GitHub stars (291,617 vs 48,779).
- DeepSeek Harness (Open source): DeepSeek's open-source agent harness with a local web UI, built so that every tool, model and scheduled task is a swappable plugin; still a developer preview. Consider it because it also covers agent frameworks and SDKs and local and self-hosted; it has more GitHub stars (263,334 vs 48,779).
- Hermes Agent (Nous Research) (Open source): Open-source agent harness; v0.21.7 stable shipped Oct 12, v0.22.0 RCs Oct 13-14. Consider it because it also covers research and reports and agent frameworks and SDKs; it has more GitHub stars (257,588 vs 48,779).
- AutoGPT (Source-available + cloud): One of the first autonomous agent projects, now a platform for building, deploying and running continuous AI agents that automate workflows. Consider it because it also covers workflow automation; it has more GitHub stars (187,785 vs 48,779).
- Worldmonitor (Open source + cloud): Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface Consider it because it also covers tracing and observability; it has more GitHub stars (89,717 vs 48,779).
- Ruflo (Open source): Open-source multi-agent meta-harness for Claude Code, Codex, and MCP clients; Oct 13 release adds Mods (mission workflows) and a single control plane with human approval. Consider it because it also covers running many agents in parallel and workflow automation; it has more GitHub stars (79,669 vs 48,779).
- MetaGPT (Open source): Multi-agent framework that assigns roles like product manager and engineer to LLM agents to build software. Consider it because it also covers multi-agent orchestration and agent frameworks and SDKs; it has more GitHub stars (71,035 vs 48,779).
- Diagram Design (Open source + cloud): Editorial diagram design for Claude Code, Codex, GitHub Copilot, Cursor, Factory Droid, and Pi. 44 diagram types. Consider it because it also covers IDE and editor agents and editing and rough cuts; it has more GitHub stars (62,392 vs 48,779).
- AutoGen (Open source): Microsoft's framework for multi-agent conversations, now archived and no longer maintained; Microsoft points new users to Microsoft Agent Framework. Consider it because it also covers multi-agent orchestration and agent frameworks and SDKs; it has more GitHub stars (61,585 vs 48,779).
CrewAI (Open source + cloud): Framework for role-based multi-agent crews. Consider it because it also covers multi-agent orchestration and agent frameworks and SDKs; it has more GitHub stars (60,166 vs 48,779).
Dsh Our Free Model vs alternatives at a glance
| Tool | Pricing | Open source / licence | GitHub stars | Good for |
|---|---|---|---|---|
 Dsh Our Free Model | Open source | Yes | 48,779 | building AI agents |
| ECC | Open source + cloud | Yes | 291,617 | writing code, building AI agents |
| DeepSeek Harness | Open source | MIT | 263,334 | building AI agents, open-source agents |
| Hermes Agent (Nous Research) | Open source | MIT | 257,588 | building AI agents, research |
| AutoGPT | Source-available + cloud | MIT outside the autogpt_platform folder; the platform is under the Polyform Shield | 187,785 | automating workflows, building AI agents |
| Worldmonitor | Open source + cloud | Yes | 89,717 | building AI agents, evaluating agents |
| Ruflo | Open source | MIT | 79,669 | automating workflows, building AI agents |
| MetaGPT | Open source | MIT | 71,035 | building AI agents, building multi-agent systems |
| Diagram Design | Open source + cloud | Yes | 62,392 | building AI agents, images and design |
| AutoGen | Open source | MIT for code (LICENSE-CODE); CC-BY-4.0 for documentation | 61,585 | building AI agents, building multi-agent systems |
| CrewAI | Open source + cloud | MIT | 60,166 | building AI agents, building multi-agent systems |
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Alternatives are picked from directory data only: same category plus shared tasks and sub-tasks. Pricing is as each maker states it; GitHub stars as recorded on each listing.