Dive: Open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling

by OpenAgentPlatform · MCP Server · ★ 1.8k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 60/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

aiai-agentsllm-interfacellm-uimcp-clientmcp-hostmcp-serverollamaollama-clientollama-ui

Quick Facts

Stars1,822
Forks172
LanguageTypeScript
CategoryMCP Server
LicenseMIT
Quality Score60/100
Open Issues33
Last Updated2026-07-31
Created2025-01-24
Platformscli, mcp, node
Est. Tokens~15k

About Dive

Dive AI Agent Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨ Features 🎯 🌐 Universal LLM Support: Compatible with ChatGPT, Anthropic, Ollama and OpenAI-compatible models 💻 Cross-Platform: Available for Windows, MacOS, and Linux 🔄 Model Context Protocol: Enabling seamless MCP AI agent integration on both...

Compatible Skills

These tools work well together with Dive for enhanced workflows:

  • mcp-use — semantic(0.28)+rare_topics+same_lang+similar_pop+shared_platform (49%)
  • director — semantic(0.40)+rare_topics+same_lang+similar_pop+shared_platform (48%)
  • tuui — semantic(0.32)+rare_topics+same_lang+similar_pop+shared_platform (46%)
  • mcp — semantic(0.29)+same_lang+similar_pop+shared_platform (45%)

Dive alternative? Top 6 similar tools

Looking for a Dive alternative? If you're comparing Dive with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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    [DEPRECATED] Legacy Klavis AI MCP integrations. See klavis.ai for RL environments and training data.

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    Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

  • npcpy by NPC-Worldwide · ⭐ 1.5k

    The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and mor

  • codexia by milisp · ⭐ 941

    Lightweight Agent Workstation for Codex + Claude code + keke-agent — with dots, task scheduler, git worktree &

  • mcp-client-for-ollama by jonigl · ⭐ 827

    Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools,

  • lamda by firerpa · ⭐ 8.5k

    Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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