Machine Learning

Ollama Cloud MCP Server

Connect your account, then chat with AI to run tools.

Cloud LLM inference plus live web search and fetch through ollama.com — no local GPU setup.

Best forCloud AIWeb-Grounded AgentsHosted LLM

Try this workflow

Search then summarize

Search the web for the latest Ollama cloud model releases and summarize what changed in the last month.

Start chatting
Managed
8 tools
Agent guide included

Opens MCPBundles Studio with this server selected. After sign-in, chat and run tools from the same thread.

Browse all tools

What you can do with Ollama Cloud

Built for

Cloud AI, Web-Grounded Agents, Hosted LLM

Example workflows

Search then summarize

Web search + synthesis without local Ollama.

Try this

Search the web for the latest Ollama cloud model releases and summarize what changed in the last month.

Cloud chat

Hosted chat completion.

Try this

Using an Ollama cloud model, explain the tradeoffs between local and hosted inference for a privacy-sensitive app.

Fetch a doc page

Web fetch for structured extraction.

Try this

Fetch the main documentation page for Ollama web search and list the required parameters.

Context to know first

Is this the same as local Ollama?

No. Ollama Cloud calls ollama.com with an API key. Local Ollama runs on your computer through MCPBundles Desktop.

Where do I get an API key?

Sign in at ollama.com and create a key under account settings. Connect that key in MCPBundles when adding Ollama Cloud.

AI Skill
SKILL.md

Domain knowledge for Ollama Cloud — workflow patterns, data models, and gotchas for your AI agent.

Ollama Cloud

Ollama Cloud runs selected models on ollama.com infrastructure. This bundle calls https://ollama.com/api with the user's Ollama API key — not the localhost daemon.

When to use Ollama Cloud vs local Ollama

  • Ollama Cloud (this bundle) — hosted inference, full context cloud models, web search, and web fetch without local hardware.
  • Ollama (local bundle) — private on-device models, local embeddings, pull/copy/create on the user's disk via MCPBundles Desktop.

Use Cloud when the user wants web-grounded research or cloud model names (for example -cloud tags) and does not need weights on their machine.

Capabilities

  • Inventory — list models available to the connected cloud account.
  • Chat / generate / embed — same HTTP shapes as local Ollama with stream handled internally.
  • Web search — live search results for agent grounding (can be large; prefer concise follow-up synthesis).
  • Web fetch — retrieve readable page content from a URL.

Typical workflows

  1. List models — pick a cloud model name before chat.
  2. Web search — gather fresh sources, then summarize for the user.
  3. Web fetch — pull a specific page after search or when the user supplies a URL.
  4. Chat — run cloud models at full context when the task needs long documents.

Gotchas

  • API key — create at ollama.com account settings; required for every call.
  • Web search size — results can be thousands of tokens; increase model context or summarize aggressively.
  • Not localhost — this bundle never reaches the user's :11434 daemon; use the local Ollama bundle for on-machine inference.
  • Billing / access — model availability depends on the Ollama account; upstream errors surface verbatim.

Tools in this Server (8)

Ollama Cloud API Request

Call any Ollama Cloud HTTP route on ollama.com. Escape hatch for push, pull, or future cloud endpoints. Prefer dedicated list, chat, search, and fetch...

Ollama Cloud Chat

Run a chat completion on an Ollama Cloud hosted model. Returns one assistant message and timing stats. Prefer cloud models with sufficient context for...

Ollama Cloud Embed

Generate embeddings on Ollama Cloud for one string or a batch of strings.

Ollama Cloud Generate

Generate a single completion from a prompt on an Ollama Cloud model.

Ollama Cloud List Models

List models available to the connected Ollama Cloud account. Use before chat or embed calls to pick a valid cloud model name.

Ollama Cloud Show Model

Show metadata for one Ollama Cloud model — parameters, template, and license when present.

Ollama Cloud Web Fetch

Fetch readable content from a URL via Ollama Cloud. Returns page title, main content, and discovered links when available.

Ollama Cloud Web Search

Search the web via Ollama Cloud. Returns titles, URLs, and snippets for grounding agent answers. Results can be large — summarize before replying to t...

Frequently Asked Questions

Is this the same as local Ollama?

No. Ollama Cloud calls ollama.com with an API key. Local Ollama runs on your computer through MCPBundles Desktop.

Where do I get an API key?

Sign in at ollama.com and create a key under account settings. Connect that key in MCPBundles when adding Ollama Cloud.

How do I connect Ollama Cloud to my AI agent?

Add the MCPBundles server URL to your MCP client configuration (Claude Desktop, Cursor, VS Code, etc.). The URL format is: https://mcp.mcpbundles.com/bundle/ollama-cloud. Authentication is handled automatically.

How many tools does Ollama Cloud provide?

Ollama Cloud provides 8 tools that can be called by AI agents, along with a SKILL.md that gives your AI agent domain knowledge about when and how to use them.

What authentication does Ollama Cloud require?

Ollama Cloud uses API Key. Ollama Cloud requires credentials. Connect via MCPBundles and authentication is handled automatically.

Setup Instructions

Connect Ollama Cloud to any MCP client in minutes

MCP URL
https://mcp.mcpbundles.com/bundle/ollama-cloud
Claude.aiCursorVS CodeVS Code InsidersGooseLM StudioCherry StudioChatGPT

One-click install:

Install on Claude.aiInstall for organization (admins)

The link prefills the Add custom connector dialog — you still review the values and click Add, then Connect to complete OAuth.

Or add manually

  1. Open claude.ai → Settings → Connectors.
  2. Click the + button and choose Add custom connector.
  3. Set Name to Ollama Cloud and paste the MCP URL into Remote MCP server URL.
  4. Click Add. Ollama Cloud will appear under Not connected — select it and click Connect to complete OAuth.
Name: Ollama Cloud
Remote MCP server URL: https://mcp.mcpbundles.com/bundle/ollama-cloud
Authentication: OAuth

Custom connectors at claude.ai require a paid Claude plan (Pro, Max, Team, or Enterprise).

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Ollama Cloud MCP Server & Skill