RRepoGEO

REPOGEO REPORT · LITE

sugarforever/chat-ollama

Default branch main · commit c7cca20d · scanned 5/21/2026, 9:32:54 PM

GitHub: 3,491 stars · 565 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
22 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface sugarforever/chat-ollama, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-chatbot, ollama, nuxt3, ai-agents, rag, voice-chat, llm, self-hosted, privacy, postgresql, multi-modal, open-source-platform
  • highreadme#2
    Reposition and enhance the core project description in the README

    Why:

    CURRENT
    `ChatOllama` is an open source chatbot platform built with Nuxt 3, supporting a wide range of language models and advanced features including knowledge bases, realtime voice chat, and Model Context Protocol (MCP) integration.
    COPY-PASTE FIX
    English | [简体中文](README.zh-Hans.md)

# ChatOllama + Deep Agents

ChatOllama is a powerful, self-hostable open-source AI chatbot platform built with Nuxt 3. It supports a wide range of language models (OpenAI, Anthropic, Google Gemini, Groq, Ollama, and more) and advanced features including AI agents with tool access, knowledge bases (RAG), realtime voice chat, multi-modal input, and Model Context Protocol (MCP) integration, all designed to keep your data private and secure.

> **🔐 New ACL Feature (2025-08-25):** Access Control Lists (ACL) for MCP server management! Control who can configure MCP servers with `ACL_ENABLED` environment variable. [Learn more about ACL configuration →](#mcp-server-management-permissions)

> **🤖 Deep Agents Support (2025-08-19):** ChatOllama now supports AI Agents with tool access! Currently requires Anthropic API key. Please refer to `.env.example` and set `ANTHROPIC_API_KEY` in `.env`. Tools are configured through MCP settings. Visit `/agents` to get started.

> **📢 Database Migration Notice (2025-08-14):** ChatOllama has moved from SQLite to PostgreSQL as the primary database provider for better performance and scalability.
  • mediumreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License

ChatOllama is released under a custom license as detailed in the `LICENSE` file. Please refer to the `LICENSE` file in the repository root for full terms and conditions.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface sugarforever/chat-ollama
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LocalAI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LocalAI · recommended 1×
  2. PrivateGPT · recommended 1×
  3. Open WebUI · recommended 1×
  4. LM Studio · recommended 1×
  5. Jan · recommended 1×
  • CATEGORY QUERY
    What are some self-hostable AI chat platforms that support various LLMs and data privacy?
    you: not recommended
    AI recommended (in order):
    1. LocalAI
    2. PrivateGPT
    3. Open WebUI
    4. LM Studio
    5. Jan
    6. AnythingLLM

    AI recommended 6 alternatives but never named sugarforever/chat-ollama. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a Nuxt 3 AI chatbot with agent tools and advanced features like voice chat.
    you: not recommended
    AI recommended (in order):
    1. LangChain.js (langchain-ai/langchainjs)
    2. OpenAI API
    3. Anthropic Claude
    4. Google Gemini
    5. Web Speech API
    6. Voiceflow
    7. Botpress (botpress/botpress)
    8. Rasa (RasaHQ/rasa)
    9. Twilio
    10. Google Cloud Speech-to-Text
    11. Google Cloud Text-to-Speech
    12. Dialogflow CX

    AI recommended 12 alternatives but never named sugarforever/chat-ollama. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of sugarforever/chat-ollama?
    pass
    AI did not name sugarforever/chat-ollama — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts sugarforever/chat-ollama in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sugarforever/chat-ollama explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo sugarforever/chat-ollama solve, and who is the primary audience?
    pass
    AI did not name sugarforever/chat-ollama — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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sugarforever/chat-ollama — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite