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cllama — AI Browser Assistant (Web Summary, Sidebar Chat, Ollama, MCP, Skill)

An all-in-one AI browser extension combining AI content processing and context-aware AI chat. Works with local models via Ollama and online services like OpenAI, DeepSeek, Claude, Google Gemini and more. Available for Chrome and Firefox.

📱 cllama for Android
💻 Source code: github.com/trytop10/cllama


Distill page content or selected text in one click with custom prompts to build your own AI workflows:

• Instant web page summarization: TL;DR, key points, and long-article digests — beat information overload
• Content rewriting: transform tone, style, and language in one click
• Markdown result cards: insights are saved as collapsible, copyable, exportable cards
• Right-click quick insight: select text → run AI instantly, no copy-paste needed

📌 Typical use cases:
Research papers｜Competitor analysis｜News scanning｜Social media copywriting｜Code comment explanation｜Email drafting


Chat with AI in a sidebar while browsing, with preset scenes and tool calling:

• Skill system: Combine custom prompts with tool sets to build reusable AI skills. Skills are selected automatically by the model, or invoked manually via / commands
• MCP (Model Context Protocol) support: connect MCP servers over Streamable HTTP to bring external tools and data sources into your chat — real-time retrieval, API calls, and more
• Built-in tools: fetch web pages, get current time, calculations, text statistics, and more — the AI decides when to use them
• Page-aware Q&A: ask questions about the current web page without leaving it (built-in "Web Page Q&A" skill)
• Multi-session memory: conversation history is kept and exportable
• Broad model compatibility: supports both native function calling and text-based tool protocols

💡 Other usage examples:
Legal document polishing｜Academic paper review｜Multilingual email assistant｜Web search Q&A｜Prompt engineering

• Local AI: Ollama and any OpenAI-compatible local server (LM Studio, vLLM, etc.) — your data never leaves your machine
• Online AI: OpenAI (ChatGPT), DeepSeek, Claude, Google Gemini, Zhipu (GLM), and any OpenAI-compatible API

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Keywords: AI browser extension, web page summarizer, AI sidebar chat, Ollama client, ChatGPT extension, DeepSeek, Claude, Gemini, MCP tools, custom prompts, local LLM, page Q&A