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Best of 2026 · updated 2026-10-18

Best Ollama MCP servers

We track 69 Ollama MCP servers. The most-starred is Open Webui (155,919 stars), followed by MaxKB and Docker Android. Pipeshub AI has the most recent commit (1d ago). Most are written in Python (11) and TypeScript (9).

69 matches · MCP servers with Ollama in their name or GitHub topics, ranked by GitHub stars. Sponsored slots are labelled and never change the ranking.

How to add a Ollama MCP server to Claude Code

The install command from the Open Webui README:

$pip install open-webui

Each tool page has its own command, plus an mcp.json snippet for Cursor, Windsurf and Claude Desktop when the server needs no extra config. See the Open Webui page for its setup.

#NameStars
1Open Webui open-webuiPython · 1d ago155,919
2MaxKB 1Panel-devPython · GPL-3.0 · 1d ago22,986
3Docker Android budtmoPython · 3d ago15,981
4BrowserOS browseros-aiTypeScript · AGPL-3.0 · 3d ago13,922
5Open Multi Agent open-multi-agentTypeScript · MIT · 1w ago7,001
6Kiln Kiln-AIPython · 3d ago5,193
7Deep Research u14appJavaScript · MIT · 4mo ago4,695
8Koog JetBrainsKotlin · Apache-2.0 · 4d ago4,612
9Rapid MLX raullenchaiPython · 3d ago3,981
10Pipeshub AI pipeshub-aiPython · Apache-2.0 · 1d ago3,837
11Oterm ggozadPython · MIT · 6d ago2,448
12comfyui LLM party heshengtaoPython · AGPL-3.0 · 2mo ago2,383
13Agency Orchestrator jnMetaCodeTypeScript · Apache-2.0 · 4d ago2,366
14Skales skalesapp5d ago2,171
15Witsy Kochava-StudiosTypeScript · AGPL-3.0 · 5mo ago2,039
  2. #2MaxKB

    MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

    MCP serverAI & LLM toolingMemory & knowledge+6 this week
    $docker run -d --name=maxkb --restart=always -p 8080:8080 -v ~/.maxkb:/opt/maxkb 1panel/maxkb
  3. #3Docker Android

    Android in docker solution with noVNC supported, video recording, mcp server and AI-agent

    MCP serverCloud & infraDev tools+8 this week
    $docker run -d -p 6080:6080 -e EMULATOR_DEVICE="Samsung Galaxy S10" -e WEB_VNC=true --device /dev/kvm --name android-container budtmo/docker-android:emulator_11.0
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  7. #7Deep Research

    Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

    MCP serverAI & LLM tooling+1 this week
    $docker run -d --name deep-research -p 3333:3000 xiangfa/deep-research
  8. #8Koog

    Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms, from backend services to Android and…

    MCP serverAI & LLM toolingMobile & desktop
    $git clone https://github.com/JetBrains/koog
  9. #9Rapid MLX

    Rapid-MLX is an open-source (Apache 2.0) OpenAI- and Anthropic-compatible LLM inference server for Apple Silicon, built on MLX, focused on reliable tool calling for coding…

    MCP serverAI & LLM toolingMobile & desktop
    $brew install rapid-mlx
  10. #10Pipeshub AI

    The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware…

    MCP serverMemory & knowledgeDev tools
    $git clone https://github.com/pipeshub-ai/pipeshub-ai
  12. #12comfyui LLM party

    LLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,and adapts to all llms with similar…

    MCP serverAI & LLM toolingChat & social
    $git clone https://github.com/heshengtao/comfyui_LLM_party
  13. #13Agency Orchestrator

    One sentence → your one-person company of AI experts → complete deliverable in minutes. 276 CN + 184 EN + 5 more languages (ko/ru/pt-BR/id/ar) · zero-code YAML · auto-verified…

    MCP serverAI & LLM toolingDev tools
    $npm install -g agency-orchestrator
  14. #14Skales

    Personal AI agent for macOS, Windows, Linux, Android & iOS. Set a goal, it works alone: coding (Skales Code), desktop + browser automation, autonomous scheduled Tasks. Teams of…

    MCP serverMobile & desktopAI & LLM tooling
    $git clone https://github.com/skalesapp/skales
  17. #17Py Gpt

    Desktop AI Assistant powered by GPT-6, GPT-5, Gemini, Claude, Grok, Ollama, DeepSeek, Perplexity, and more - chat, agents, tools, MCP, plugins, RAG, vision, voice, image and…

    MCP serverAI & LLM toolingSearch & web
    $pip install pygpt-net
  18. #18Dive

    Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities.

    MCP serverAI & LLM toolingDesign & frontend
    $git clone https://github.com/OpenAgentPlatform/Dive
  20. #20Amical

    AI Dictation App - Open Source and Local-first Type 3x faster, no keyboard needed. Powered by open source models, works offline, fast and accurate.

    MCP serverMedia & audioMobile & desktop
    $brew install --cask amical
  22. #22Jobsync

    Job application tracker and AI-powered job search assistant. Helps job seekers manage their search journey with AI resume review, job matching, task logging, and application…

    MCP serverData & analyticsAI & LLM tooling
    $git clone https://github.com/Gsync/jobsync
  25. #25thClaws

    Open-source AI agent harness in native Rust, GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.

    MCP serverAI & LLM toolingMemory & knowledge+1 this week
    $git clone https://github.com/thClaws/thClaws
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