AstrBot vs. DeepSeek Harness Comparison


AstrBot AstrBot AI	DeepSeek Harness DeepSeek	+	+
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About AstrBot is an open source, cross-platform Agentic AI assistant and chatbot platform built for chats, automation, and smart collaboration. It runs directly in messaging apps and provides an agent runtime with Sub-Agents, complex workflows, tool calls, context management, scheduled tasks, runtime controls, and isolated agent sandboxes for real actions. Native MCP and Skills support expands AI capabilities, while a plugin-driven architecture provides access to more than 1,000 community extensions for productivity, group operations, content workflows, and external integrations. AstrBot supports OpenAI, Google, Anthropic, and OpenAI-compatible providers with flexible model switching, as well as text generation, vision, speech-to-text, text-to-speech, and embeddings. Its built-in knowledge base supports PDF, DOCX, and Markdown parsing, hybrid dense and BM25 retrieval, and references to multiple knowledge bases in a single conversation.	About DeepSeek Harness is an open source agent harness designed to keep AI agents working in real-world environments by helping them understand context, use tools, and continue operating across complex tasks. Built on the Cordis plugin system, every capability is a plugin that can be selected, swapped, extended, or recomposed through configuration without changing the core source code. Plugins provide models, tools, skills, sessions, sandboxes, storage, loops, scheduling, and the UI, while Cordis manages plugin mounting, dependencies, services, and events. Every run is traceable through an append-only session log that records system prompts, reasoning, tool calls and results, subagent scheduling, and context injections. The Trajectory view lets developers inspect these records by source, while resume, fork, search, and replay operate on the same event stream.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Individuals, developers, and teams seeking to build and deploy extensible AI assistants and agents across chat platforms, knowledge bases, tools, and automated workflows	Audience AI developers and agent-harness builders seeking to create, customize, trace, benchmark, and operate composable AI agents with interchangeable models, tools, skills, runtimes, and infrastructure
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information AstrBot AI China astrbot.app/	Company Information DeepSeek Founded: 2023 China deepseek.com/harness/en/
Alternatives Hermes Agent Nous Research	Alternatives Claude Code Anthropic
OpenClaw Molty	Grok Bot SpaceXSI
IronClaw Near AI	Hermes Agent Nous Research
RunInfra	Reasonix
Leon View All	Flue View All
Categories Agentic AI Supported AI Assistants Supported	Categories Agentic AI Supported

Integrations Anthropic Supported ApiGo Not Supported DeepSeek Not Supported DeepSeek-V4-Flash Not Supported DeepSeek-V4-Pro Not Supported DeepSeek-V4.1-Flash Not Supported DeepSeek-V4.1-Flash-1017 Not Supported DingTalk Supported Discord Supported Docker Supported GLM-5.3-Flash Not Supported Google AI Overviews Supported Lark Supported Markdown Supported Model Context Protocol (MCP) Supported OpenAI Supported QQ Supported Slack Supported Telegram Supported WeChat Supported Show More Integrations View All 13 Integrations	Integrations Anthropic Not Supported ApiGo Supported DeepSeek Supported DeepSeek-V4-Flash Supported DeepSeek-V4-Pro Supported DeepSeek-V4.1-Flash Supported DeepSeek-V4.1-Flash-1017 Supported DingTalk Not Supported Discord Not Supported Docker Not Supported GLM-5.3-Flash Supported Google AI Overviews Not Supported Lark Not Supported Markdown Not Supported Model Context Protocol (MCP) Not Supported OpenAI Not Supported QQ Not Supported Slack Not Supported Telegram Not Supported WeChat Not Supported Show More Integrations View All 7 Integrations
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