CoexistAI

Overview

CoexistAI is a comprehensive research assistant framework that provides modular tools for web exploration, social media content analysis, video summarization, location mapping, and codebase investigation. The framework supports multiple LLM providers including OpenAI, Google Gemini, and local models through Ollama. It can be deployed via Docker or local setup with both FastAPI endpoints and MCP server capabilities, making it highly versatile for different integration scenarios.

Try asking AI

After installing, here are 7 things you can ask your AI assistant:

• web-searchPOST /web-search

  Search the web, summarize results, and extract context using LLMs.

  Try:Search for the latest AI research in the last 7 daysTry:Summarize this article https://example.com/research-paper
• web-summarizePOST /web-summarize

  Summarize any article or research paper by URL.

  Try:Summarize this webpage https://example.com/articleTry:Write a short summary of https://example.com/blog-post
• youtube-searchPOST /youtube-search

  Search YouTube videos and get summaries or answers.

  Try:Search for videos about machine learning basicsTry:Summarize this video https://www.youtube.com/watch?v=videoID
• reddit-searchPOST /reddit-search

  Search Reddit with custom phrases, sort options, and get top comments.

  Try:Search for reviews of the new smartphoneTry:Show me top posts in r/technology from this month
• map-searchPOST /map-search

  Find places, routes, and nearby points of interest.

  Try:Find a route from downtown to the airportTry:Show me restaurants near the central park
• git-tree-searchPOST /git-tree-search

  Get the directory structure of any GitHub or local repository.

  Try:Show me the structure of this GitHub repoTry:List the directories in this local project
• git-searchPOST /git-search

  Fetch, search, and analyze code in any GitHub or local repository.

  Try:Explain this function in the codebaseTry:Find all references to API authentication
• text-to-podcast

  Convert text content into podcast episodes.

  Try:Turn this article into a podcastTry:Create an audio version of this research paper
• text-to-speech

  Convert text to high-quality audio using advanced TTS.

  Try:Read this text aloudTry:Convert this article to speech
• file-explorer

  Explore local folders and files with vision support for images.

  Try:Show me all files in this directoryTry:Describe the images in the photos folder
• llm-query

  Query various LLM models with customizable parameters.

  Try:Explain quantum computing in simple termsTry:Generate a creative story about AI
• embedding-generator

  Generate embeddings for text using various embedder models.

  Try:Create embeddings for this research paperTry:Generate vector representations for these documents

Comparable tools

Installation

{
  "mcpServers": {
    "coexistai": {
      "command": "python",
      "args": ["-m", "coexistai.app"]
    }
  }
}

FAQ

Which LLM providers are supported?

OpenAI, Google Gemini, Ollama (local models), and other OpenAI-compatible providers like Groq and OpenRouter.

Can I use CoexistAI without MCP?

Yes, it can be used via FastAPI endpoints, Python library, or directly as a standalone application.

Compare CoexistAI with